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Best-of Machine Learning with Python

πŸ†Β  A ranked list of awesome machine learning Python libraries. Updated weekly.

This curated list contains 840 awesome open-source projects with a total of 2.7M stars grouped into 32 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!


πŸ§™β€β™‚οΈΒ  Discover other best-of lists or create your own.
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Contents

Explanation

  • πŸ₯‡πŸ₯ˆπŸ₯‰Β  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • πŸ’€Β  Inactive project (6 months no activity)
  • πŸ’€Β  Dead project (12 months no activity)
  • πŸ“ˆπŸ“‰Β  Project is trending up or down
  • βž•Β  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • πŸ‘¨β€πŸ’»Β  Contributors count from GitHub
  • πŸ”€Β  Fork count from GitHub
  • πŸ“‹Β  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • πŸ“₯Β  Download count from package manager
  • πŸ“¦Β  Number of dependent projects
  • Β  Tensorflow related project
  • Β  Sklearn related project
  • Β  PyTorch related project
  • Β  MxNet related project
  • Β  Apache Spark related project
  • Β  Jupyter related project
  • Β  PaddlePaddle related project
  • Β  Pandas related project

Machine Learning Frameworks

Back to top

General-purpose machine learning and deep learning frameworks.

Tensorflow (πŸ₯‡44 Β· ⭐ 160K) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3.5K Β· πŸ”€ 84K Β· πŸ“¦ 120K Β· πŸ“‹ 31K - 13% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/tensorflow/tensorflow
    
  • PyPi (πŸ“₯ 4M / month Β· πŸ“¦ 23K Β· ⏱️ 21.01.2021):

     pip install tensorflow
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 15.07.2020):

     conda install -c conda-forge tensorflow
    
  • Docker Hub (πŸ“₯ 48M Β· ⭐ 1.8K Β· ⏱️ 25.02.2021):

     docker pull tensorflow/tensorflow
    
PyTorch (πŸ₯‡39 Β· ⭐ 46K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2.5K Β· πŸ”€ 12K Β· πŸ“¦ 64K Β· πŸ“‹ 21K - 37% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pytorch/pytorch
    
  • PyPi (πŸ“₯ 1.3M / month Β· πŸ“¦ 6.7K Β· ⏱️ 10.12.2020):

     pip install torch
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 10.12.2020):

     conda install -c pytorch pytorch
    
PySpark (πŸ₯‡38 Β· ⭐ 29K) - Apache Spark Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 2.4K Β· πŸ”€ 23K Β· πŸ“¦ 570 Β· ⏱️ 25.02.2021):

     git clone https://github.com/apache/spark
    
  • PyPi (πŸ“₯ 4.4M / month Β· πŸ“¦ 760 Β· ⏱️ 19.02.2021):

     pip install pyspark
    
  • Conda (πŸ“₯ 910K Β· ⏱️ 22.02.2021):

     conda install -c conda-forge pyspark
    
scikit-learn (πŸ₯‡37 Β· ⭐ 45K) - scikit-learn: machine learning in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2.2K Β· πŸ”€ 21K Β· πŸ“₯ 660 Β· πŸ“¦ 190K Β· πŸ“‹ 9.1K - 25% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/scikit-learn/scikit-learn
    
  • PyPi (πŸ“₯ 7.7M / month Β· πŸ“¦ 38K Β· ⏱️ 19.01.2021):

     pip install scikit-learn
    
  • Conda (πŸ“₯ 7.1M Β· ⏱️ 21.01.2021):

     conda install -c conda-forge scikit-learn
    
StatsModels (πŸ₯‡36 Β· ⭐ 6K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.2K Β· πŸ“₯ 25 Β· πŸ“¦ 38K Β· πŸ“‹ 4.3K - 47% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/statsmodels/statsmodels
    
  • PyPi (πŸ“₯ 2.3M / month Β· πŸ“¦ 6.7K Β· ⏱️ 02.02.2021):

     pip install statsmodels
    
  • Conda (πŸ“₯ 3.4M Β· ⏱️ 15.02.2021):

     conda install -c conda-forge statsmodels
    
Keras (πŸ₯‡35 Β· ⭐ 51K) - Deep Learning for humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 900 Β· πŸ”€ 19K Β· πŸ“‹ 10K - 30% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/keras-team/keras
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 15K Β· ⏱️ 24.06.2020):

     pip install keras
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 25.06.2020):

     conda install -c conda-forge keras
    
XGBoost (πŸ₯‡35 Β· ⭐ 21K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 7.9K Β· πŸ“₯ 1.9K Β· πŸ“¦ 14K Β· πŸ“‹ 3.9K - 6% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/dmlc/xgboost
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 1.6K Β· ⏱️ 20.01.2021):

     pip install xgboost
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 10.12.2020):

     conda install -c conda-forge xgboost
    
LightGBM (πŸ₯‡35 Β· ⭐ 12K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 3.2K Β· πŸ“₯ 97K Β· πŸ“¦ 5.8K Β· πŸ“‹ 2.1K - 4% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/microsoft/LightGBM
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 560 Β· ⏱️ 08.12.2020):

     pip install lightgbm
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 23.02.2021):

     conda install -c conda-forge lightgbm
    
Theano (πŸ₯ˆ34 Β· ⭐ 9.4K) - Theano is a Python library that allows you to define, optimize, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 380 Β· πŸ”€ 2.5K Β· πŸ“¦ 10K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 05.09.2020):

     git clone https://github.com/Theano/Theano
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 5.5K Β· ⏱️ 27.07.2020):

     pip install theano
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 21.01.2021):

     conda install -c conda-forge theano
    
MXNet (πŸ₯ˆ33 Β· ⭐ 19K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 950 Β· πŸ”€ 6.8K Β· πŸ“₯ 24K Β· πŸ“¦ 1.8K Β· πŸ“‹ 9.4K - 19% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/apache/incubator-mxnet
    
  • PyPi (πŸ“₯ 99K / month Β· πŸ“¦ 440 Β· ⏱️ 07.02.2021):

     pip install mxnet
    
  • Conda (πŸ“₯ 5.8K Β· ⏱️ 29.02.2020):

     conda install -c anaconda mxnet
    
PyFlink (πŸ₯ˆ33 Β· ⭐ 16K) - Apache Flink Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 8.5K Β· πŸ“¦ 260 Β· ⏱️ 25.02.2021):

     git clone https://github.com/apache/flink
    
  • PyPi (πŸ“₯ 1.5K / month Β· ⏱️ 15.01.2021):

     pip install apache-flink
    
pytorch-lightning (πŸ₯ˆ33 Β· ⭐ 12K) - The lightweight PyTorch wrapper for high-performance.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 400 Β· πŸ”€ 1.4K Β· πŸ“₯ 110 Β· πŸ“¦ 2K Β· πŸ“‹ 3K - 10% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/PyTorchLightning/pytorch-lightning
    
  • PyPi (πŸ“₯ 96K / month Β· πŸ“¦ 14 Β· ⏱️ 24.02.2021):

     pip install pytorch-lightning
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 24.02.2021):

     conda install -c conda-forge pytorch-lightning
    
Fastai (πŸ₯ˆ32 Β· ⭐ 20K) - The fastai deep learning library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 470 Β· πŸ”€ 6.9K Β· πŸ“‹ 1.4K - 5% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/fastai/fastai
    
  • PyPi (πŸ“₯ 95K / month Β· πŸ“¦ 370 Β· ⏱️ 21.02.2021):

     pip install fastai
    
jax (πŸ₯ˆ32 Β· ⭐ 12K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1K Β· πŸ“¦ 1.1K Β· πŸ“‹ 2.2K - 33% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/google/jax
    
  • PyPi (πŸ“₯ 75K / month Β· πŸ“¦ 46 Β· ⏱️ 27.01.2021):

     pip install jax
    
  • Conda (πŸ“₯ 81K Β· ⏱️ 12.02.2021):

     conda install -c conda-forge jaxlib
    
Thinc (πŸ₯ˆ32 Β· ⭐ 2.2K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 200 Β· πŸ“¦ 11K Β· πŸ“‹ 100 - 12% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/explosion/thinc
    
  • PyPi (πŸ“₯ 730K / month Β· πŸ“¦ 1.1K Β· ⏱️ 24.01.2021):

     pip install thinc
    
  • Conda (πŸ“₯ 900K Β· ⏱️ 03.02.2021):

     conda install -c conda-forge thinc
    
Catboost (πŸ₯ˆ31 Β· ⭐ 5.7K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 740 Β· πŸ”€ 860 Β· πŸ“₯ 50K Β· πŸ“‹ 1.4K - 23% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/catboost/catboost
    
  • PyPi (πŸ“₯ 590K / month Β· πŸ“¦ 160 Β· ⏱️ 27.12.2020):

     pip install catboost
    
  • Conda (πŸ“₯ 590K Β· ⏱️ 29.12.2020):

     conda install -c conda-forge catboost
    
Chainer (πŸ₯ˆ31 Β· ⭐ 5.5K) - A flexible framework of neural networks for deep learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.4K Β· πŸ“¦ 1.9K Β· πŸ“‹ 2K - 0% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/chainer/chainer
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 740 Β· ⏱️ 13.01.2021):

     pip install chainer
    
PaddlePaddle (πŸ₯ˆ30 Β· ⭐ 14K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 3.6K Β· πŸ“₯ 15K Β· πŸ“¦ 31 Β· πŸ“‹ 13K - 18% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/PaddlePaddle/Paddle
    
  • PyPi (πŸ“₯ 4.4K / month Β· πŸ“¦ 16 Β· ⏱️ 25.01.2021):

     pip install paddlepaddle
    
TFlearn (πŸ₯ˆ30 Β· ⭐ 9.5K) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 2.4K Β· πŸ“¦ 3K Β· πŸ“‹ 920 - 61% open Β· ⏱️ 30.11.2020):

     git clone https://github.com/tflearn/tflearn
    
  • PyPi (πŸ“₯ 7.5K / month Β· πŸ“¦ 960 Β· ⏱️ 11.11.2020):

     pip install tflearn
    
Vowpal Wabbit (πŸ₯ˆ30 Β· ⭐ 7.4K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.7K Β· πŸ“¦ 100 Β· πŸ“‹ 1K - 16% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/VowpalWabbit/vowpal_wabbit
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 16 Β· ⏱️ 12.11.2020):

     pip install vowpalwabbit
    
Turi Create (πŸ₯ˆ29 Β· ⭐ 10K) - Turi Create simplifies the development of custom machine learning.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 1.1K Β· πŸ“₯ 3.6K Β· πŸ“¦ 220 Β· πŸ“‹ 1.7K - 27% open Β· ⏱️ 02.02.2021):

     git clone https://github.com/apple/turicreate
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 34 Β· ⏱️ 30.09.2020):

     pip install turicreate
    
Sonnet (πŸ₯‰28 Β· ⭐ 8.8K) - TensorFlow-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 1.3K Β· πŸ“¦ 520 Β· πŸ“‹ 160 - 12% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/deepmind/sonnet
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 82 Β· ⏱️ 27.03.2020):

     pip install dm-sonnet
    
  • Conda (πŸ“₯ 7.6K Β· ⏱️ 14.11.2020):

     conda install -c conda-forge sonnet
    
tensorpack (πŸ₯‰28 Β· ⭐ 5.9K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 1.8K Β· πŸ“₯ 120 Β· πŸ“¦ 690 Β· πŸ“‹ 1.3K - 0% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/tensorpack/tensorpack
    
  • PyPi (πŸ“₯ 8.1K / month Β· πŸ“¦ 76 Β· ⏱️ 22.01.2021):

     pip install tensorpack
    
dyNET (πŸ₯‰28 Β· ⭐ 3.2K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 690 Β· πŸ“₯ 2K Β· πŸ“¦ 170 Β· πŸ“‹ 920 - 27% open Β· ⏱️ 27.01.2021):

     git clone https://github.com/clab/dynet
    
  • PyPi (πŸ“₯ 3.4K / month Β· πŸ“¦ 38 Β· ⏱️ 21.10.2020):

     pip install dyNET
    
Ignite (πŸ₯‰27 Β· ⭐ 3.3K) - High-level library to help with training and evaluating neural.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 440 Β· πŸ“¦ 760 Β· πŸ“‹ 740 - 14% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pytorch/ignite
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 62 Β· ⏱️ 22.02.2021):

     pip install pytorch-ignite
    
  • Conda (πŸ“₯ 54K Β· ⏱️ 07.02.2021):

     conda install -c pytorch ignite
    
Jina (πŸ₯‰27 Β· ⭐ 2.4K) - An easier way to build neural search on the cloud. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 360 Β· πŸ“¦ 49 Β· πŸ“‹ 660 - 7% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/jina-ai/jina
    
  • PyPi (πŸ“₯ 4K / month Β· ⏱️ 25.02.2021):

     pip install jina
    
  • Docker Hub (πŸ“₯ 150K Β· ⏱️ 25.02.2021):

     docker pull jinaai/jina
    
Flax (πŸ₯‰27 Β· ⭐ 1.5K) - Flax is a neural network ecosystem for JAX that is designed for.. Apache-2 jax
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 170 Β· πŸ“₯ 23 Β· πŸ“¦ 100 Β· πŸ“‹ 300 - 48% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/google/flax
    
  • PyPi (πŸ“₯ 54K / month Β· πŸ“¦ 6 Β· ⏱️ 08.12.2020):

     pip install flax
    
CNTK (πŸ₯‰26 Β· ⭐ 17K Β· πŸ’€) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 4.4K Β· πŸ“₯ 14K Β· πŸ“‹ 3.4K - 24% open Β· ⏱️ 31.03.2020):

     git clone https://github.com/microsoft/CNTK
    
  • PyPi (πŸ“₯ 780 / month Β· πŸ“¦ 34 Β· ⏱️ 09.12.2020):

     pip install cntk
    
skorch (πŸ₯‰26 Β· ⭐ 3.8K) - A scikit-learn compatible neural network library that wraps.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 280 Β· πŸ“¦ 270 Β· πŸ“‹ 370 - 12% open Β· ⏱️ 07.02.2021):

     git clone https://github.com/skorch-dev/skorch
    
  • PyPi (πŸ“₯ 5.8K / month Β· πŸ“¦ 26 Β· ⏱️ 30.08.2020):

     pip install skorch
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 19.09.2020):

     conda install -c conda-forge skorch
    
mlpack (πŸ₯‰26 Β· ⭐ 3.6K) - mlpack: a scalable C++ machine learning library --. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1.3K Β· πŸ“‹ 1.4K - 10% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/mlpack/mlpack
    
  • PyPi (πŸ“₯ 67 / month Β· ⏱️ 28.10.2020):

     pip install mlpack
    
  • Conda (πŸ“₯ 66K Β· ⏱️ 29.10.2020):

     conda install -c conda-forge mlpack
    
Ludwig (πŸ₯‰25 Β· ⭐ 7.6K) - Ludwig is a toolbox that allows to train and evaluate deep.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 890 Β· πŸ“¦ 80 Β· πŸ“‹ 530 - 21% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/ludwig-ai/ludwig
    
  • PyPi (πŸ“₯ 800 / month Β· πŸ“¦ 12 Β· ⏱️ 01.02.2021):

     pip install ludwig
    
Neural Network Libraries (πŸ₯‰25 Β· ⭐ 2.4K) - Neural Network Libraries. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 300 Β· πŸ“₯ 520 Β· πŸ“‹ 59 - 61% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/sony/nnabla
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 34 Β· ⏱️ 29.01.2021):

     pip install nnabla
    
xLearn (πŸ₯‰24 Β· ⭐ 2.8K Β· πŸ’€) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 490 Β· πŸ“₯ 2.3K Β· πŸ“¦ 41 Β· πŸ“‹ 290 - 62% open Β· ⏱️ 03.03.2020):

     git clone https://github.com/aksnzhy/xlearn
    
  • PyPi (πŸ“₯ 3.6K / month Β· πŸ“¦ 1 Β· ⏱️ 04.12.2018):

     pip install xlearn
    
einops (πŸ₯‰24 Β· ⭐ 2.5K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 82 Β· πŸ“¦ 260 Β· πŸ“‹ 64 - 32% open Β· ⏱️ 09.01.2021):

     git clone https://github.com/arogozhnikov/einops
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 10 Β· ⏱️ 08.09.2020):

     pip install einops
    
  • Conda (πŸ“₯ 3.9K Β· ⏱️ 15.10.2020):

     conda install -c conda-forge einops
    
ktrain (πŸ₯‰24 Β· ⭐ 750) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 180 Β· πŸ“¦ 120 Β· πŸ“‹ 310 - 3% open Β· ⏱️ 29.01.2021):

     git clone https://github.com/amaiya/ktrain
    
  • PyPi (πŸ“₯ 4K / month Β· πŸ“¦ 1 Β· ⏱️ 28.01.2021):

     pip install ktrain
    
tensorflow-upstream (πŸ₯‰24 Β· ⭐ 540) - TensorFlow ROCm port. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 65 Β· πŸ“₯ 16 Β· πŸ“‹ 280 - 19% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
    
  • PyPi (πŸ“₯ 760 / month Β· ⏱️ 22.12.2020):

     pip install tensorflow-rocm
    
SHOGUN (πŸ₯‰23 Β· ⭐ 2.8K) - Unified and efficient Machine Learning. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 1K Β· πŸ“‹ 1.6K - 33% open Β· ⏱️ 08.12.2020):

     git clone https://github.com/shogun-toolbox/shogun
    
  • Conda (πŸ“₯ 92K Β· ⏱️ 25.06.2018):

     conda install -c conda-forge shogun
    
  • Docker Hub (πŸ“₯ 1.4K Β· ⭐ 1 Β· ⏱️ 31.01.2019):

     docker pull shogun/shogun
    
fklearn (πŸ₯‰23 Β· ⭐ 1.3K) - fklearn: Functional Machine Learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“¦ 10 Β· πŸ“‹ 39 - 48% open Β· ⏱️ 09.02.2021):

     git clone https://github.com/nubank/fklearn
    
  • PyPi (πŸ“₯ 2.3K / month Β· ⏱️ 09.02.2021):

     pip install fklearn
    
mace (πŸ₯‰21 Β· ⭐ 4.3K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 760 Β· πŸ“₯ 1.3K Β· πŸ“‹ 630 - 6% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/XiaoMi/mace
    
Neural Tangents (πŸ₯‰21 Β· ⭐ 1.3K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 150 Β· πŸ“₯ 110 Β· πŸ“¦ 14 Β· πŸ“‹ 80 - 35% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/google/neural-tangents
    
  • PyPi (πŸ“₯ 900 / month Β· ⏱️ 25.01.2021):

     pip install neural-tangents
    
ThunderSVM (πŸ₯‰20 Β· ⭐ 1.3K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 170 Β· πŸ“₯ 2.1K Β· πŸ“‹ 190 - 23% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/Xtra-Computing/thundersvm
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 13.03.2020):

     pip install thundersvm
    
Haiku (πŸ₯‰20 Β· ⭐ 970) - JAX-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 67 Β· πŸ“¦ 64 Β· πŸ“‹ 70 - 28% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/deepmind/dm-haiku
    
Torchbearer (πŸ₯‰20 Β· ⭐ 580 Β· πŸ“ˆ) - torchbearer: A model fitting library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 62 Β· πŸ“¦ 38 Β· πŸ“‹ 240 - 3% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/pytorchbearer/torchbearer
    
  • PyPi (πŸ“₯ 340 / month Β· πŸ“¦ 6 Β· ⏱️ 31.01.2020):

     pip install torchbearer
    
Objax (πŸ₯‰19 Β· ⭐ 570 Β· 🐣) - Objax is a machine learning framework that provides an Object.. Apache-2 jax
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 45 Β· πŸ“¦ 5 Β· πŸ“‹ 90 - 45% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/google/objax
    
  • PyPi (πŸ“₯ 740 / month Β· ⏱️ 03.02.2021):

     pip install objax
    
elegy (πŸ₯‰17 Β· ⭐ 180) - Elegy is a framework-agnostic Trainer interface for the Jax.. Apache-2 jax
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 11 Β· πŸ“‹ 56 - 35% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/poets-ai/elegy
    
  • PyPi (πŸ“₯ 210 / month Β· ⏱️ 14.02.2021):

     pip install elegy
    
ThunderGBM (πŸ₯‰16 Β· ⭐ 580) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 70 Β· πŸ“‹ 46 - 43% open Β· ⏱️ 05.01.2021):

     git clone https://github.com/Xtra-Computing/thundergbm
    
  • PyPi (πŸ“₯ 41 / month Β· ⏱️ 01.05.2020):

     pip install thundergbm
    
NeoML (πŸ₯‰13 Β· ⭐ 570) - Machine learning framework for both deep learning and traditional.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 80 Β· πŸ“‹ 29 - 55% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/neoml-lib/neoml
    
Show 7 hidden projects...
  • dlib (πŸ₯ˆ32 Β· ⭐ 9.9K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • NuPIC (πŸ₯‰24 Β· ⭐ 6.2K Β· πŸ’€) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0
  • Lasagne (πŸ₯‰23 Β· ⭐ 3.8K Β· πŸ’€) - Lightweight library to build and train neural networks in Theano. MIT
  • neon (πŸ₯‰22 Β· ⭐ 3.9K Β· πŸ’€) - Intel Nervana reference deep learning framework committed to best.. Apache-2
  • MindsDB (πŸ₯‰20 Β· ⭐ 3.5K) - Predictive AI layer for existing databases. ❗️GPL-3.0
  • NeuPy (πŸ₯‰20 Β· ⭐ 660 Β· πŸ’€) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
  • StarSpace (πŸ₯‰13 Β· ⭐ 3.6K Β· πŸ’€) - Learning embeddings for classification, retrieval and ranking. MIT

Data Visualization

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General-purpose and task-specific data visualization libraries.

Matplotlib (πŸ₯‡41 Β· ⭐ 13K) - matplotlib: plotting with Python. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 5.6K Β· πŸ“¦ 330K Β· πŸ“‹ 7.7K - 21% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/matplotlib/matplotlib
    
  • PyPi (πŸ“₯ 7.6M / month Β· πŸ“¦ 79K Β· ⏱️ 28.01.2021):

     pip install matplotlib
    
  • Conda (πŸ“₯ 8.3M Β· ⏱️ 28.01.2021):

     conda install -c conda-forge matplotlib
    
Seaborn (πŸ₯‡37 Β· ⭐ 8.1K) - Statistical data visualization using matplotlib. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.4K Β· πŸ“₯ 140 Β· πŸ“¦ 83K Β· πŸ“‹ 1.8K - 5% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/mwaskom/seaborn
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 13K Β· ⏱️ 20.12.2020):

     pip install seaborn
    
  • Conda (πŸ“₯ 2M Β· ⏱️ 28.01.2021):

     conda install -c conda-forge seaborn
    
Plotly (πŸ₯‡35 Β· ⭐ 9K) - The interactive graphing library for Python (includes Plotly Express). MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 5 Β· πŸ“‹ 1.9K - 43% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/plotly/plotly.py
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 5K Β· ⏱️ 12.01.2021):

     pip install plotly
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 12.01.2021):

     conda install -c conda-forge plotly
    
  • NPM (πŸ“₯ 250K / month Β· πŸ“¦ 4 Β· ⏱️ 12.01.2021):

     npm install plotlywidget
    
dash (πŸ₯‡34 Β· ⭐ 14K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT
  • GitHub (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 1.4K Β· πŸ“¦ 18K Β· πŸ“‹ 970 - 41% open Β· ⏱️ 15.02.2021):

     git clone https://github.com/plotly/dash
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 1.6K Β· ⏱️ 19.01.2021):

     pip install dash
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 21.01.2021):

     conda install -c conda-forge dash
    
Bokeh (πŸ₯‡33 Β· ⭐ 15K) - Interactive Data Visualization in the browser, from Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 550 Β· πŸ”€ 3.6K Β· πŸ“¦ 31K Β· πŸ“‹ 6.4K - 9% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/bokeh/bokeh
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 5.9K Β· ⏱️ 24.02.2021):

     pip install bokeh
    
  • Conda (πŸ“₯ 3.8M Β· ⏱️ 13.01.2021):

     conda install -c conda-forge bokeh
    
pyecharts (πŸ₯ˆ31 Β· ⭐ 11K) - Python Echarts Plotting Library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 2.4K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.4K - 1% open Β· ⏱️ 19.01.2021):

     git clone https://github.com/pyecharts/pyecharts
    
  • PyPi (πŸ“₯ 12K / month Β· πŸ“¦ 280 Β· ⏱️ 29.10.2020):

     pip install pyecharts
    
wordcloud (πŸ₯ˆ31 Β· ⭐ 7.9K) - A little word cloud generator in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 2K Β· πŸ“¦ 9.1K Β· πŸ“‹ 440 - 21% open Β· ⏱️ 11.11.2020):

     git clone https://github.com/amueller/word_cloud
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 1.1K Β· ⏱️ 11.11.2020):

     pip install wordcloud
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 14.01.2021):

     conda install -c conda-forge wordcloud
    
Altair (πŸ₯ˆ31 Β· ⭐ 6.4K) - Declarative statistical visualization library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 580 Β· πŸ“¦ 8.3K Β· πŸ“‹ 1.6K - 18% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/altair-viz/altair
    
  • PyPi (πŸ“₯ 470K / month Β· πŸ“¦ 370 Β· ⏱️ 01.04.2020):

     pip install altair
    
  • Conda (πŸ“₯ 620K Β· ⏱️ 01.04.2020):

     conda install -c conda-forge altair
    
UMAP (πŸ₯ˆ30 Β· ⭐ 4.5K) - Uniform Manifold Approximation and Projection. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 490 Β· πŸ“¦ 2.4K Β· πŸ“‹ 450 - 48% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/lmcinnes/umap
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 230 Β· ⏱️ 08.02.2021):

     pip install umap-learn
    
bqplot (πŸ₯ˆ30 Β· ⭐ 3K) - Plotting library for IPython/Jupyter notebooks. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 410 Β· πŸ“¦ 1.3K Β· πŸ“‹ 510 - 36% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/bqplot/bqplot
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 110 Β· ⏱️ 23.02.2021):

     pip install bqplot
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 13.02.2021):

     conda install -c conda-forge bqplot
    
  • NPM (πŸ“₯ 160K / month Β· πŸ“¦ 10 Β· ⏱️ 23.02.2021):

     npm install bqplot
    
PyQtGraph (πŸ₯ˆ30 Β· ⭐ 2.3K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 810 Β· πŸ“‹ 750 - 35% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/pyqtgraph/pyqtgraph
    
  • PyPi (πŸ“₯ 25K / month Β· πŸ“¦ 890 Β· ⏱️ 20.12.2020):

     pip install pyqtgraph
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 20.12.2020):

     conda install -c conda-forge pyqtgraph
    
pandas-profiling (πŸ₯ˆ29 Β· ⭐ 6.8K) - Create HTML profiling reports from pandas DataFrame.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 1K Β· πŸ“¦ 3.2K Β· πŸ“‹ 440 - 16% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/pandas-profiling/pandas-profiling
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 160 Β· ⏱️ 07.02.2021):

     pip install pandas-profiling
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 20.02.2021):

     conda install -c conda-forge pandas-profiling
    
HoloViews (πŸ₯ˆ29 Β· ⭐ 1.8K) - With Holoviews, your data visualizes itself. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 300 Β· πŸ“‹ 2.5K - 27% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/holoviz/holoviews
    
  • PyPi (πŸ“₯ 49K / month Β· πŸ“¦ 170 Β· ⏱️ 17.02.2021):

     pip install holoviews
    
  • Conda (πŸ“₯ 430K Β· ⏱️ 22.02.2021):

     conda install -c conda-forge holoviews
    
  • NPM (πŸ“₯ 7.2K / month Β· ⏱️ 24.05.2020):

     npm install @pyviz/jupyterlab_pyviz
    
Graphviz (πŸ₯ˆ29 Β· ⭐ 920) - Simple Python interface for Graphviz. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 140 Β· πŸ“¦ 18K Β· πŸ“‹ 100 - 8% open Β· ⏱️ 15.02.2021):

     git clone https://github.com/xflr6/graphviz
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 4.4K Β· ⏱️ 24.12.2020):

     pip install graphviz
    
VisPy (πŸ₯ˆ28 Β· ⭐ 2.6K) - High-performance interactive 2D/3D data visualization library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 540 Β· πŸ“¦ 460 Β· πŸ“‹ 1.1K - 30% open Β· ⏱️ 07.02.2021):

     git clone https://github.com/vispy/vispy
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 120 Β· ⏱️ 28.11.2020):

     pip install vispy
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 13.01.2021):

     conda install -c conda-forge vispy
    
  • NPM (πŸ“₯ 78 / month Β· ⏱️ 15.03.2020):

     npm install vispy
    
datashader (πŸ₯ˆ28 Β· ⭐ 2.4K) - Quickly and accurately render even the largest data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 310 Β· πŸ“¦ 590 Β· πŸ“‹ 470 - 30% open Β· ⏱️ 17.01.2021):

     git clone https://github.com/holoviz/datashader
    
  • PyPi (πŸ“₯ 8.9K / month Β· πŸ“¦ 70 Β· ⏱️ 07.01.2021):

     pip install datashader
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 08.01.2021):

     conda install -c conda-forge datashader
    
missingno (πŸ₯ˆ27 Β· ⭐ 2.7K) - Missing data visualization module for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 350 Β· πŸ“¦ 2.9K Β· πŸ“‹ 100 - 14% open Β· ⏱️ 28.12.2020):

     git clone https://github.com/ResidentMario/missingno
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 150 Β· ⏱️ 09.07.2019):

     pip install missingno
    
  • Conda (πŸ“₯ 76K Β· ⏱️ 15.02.2020):

     conda install -c conda-forge missingno
    
Cufflinks (πŸ₯ˆ27 Β· ⭐ 2.1K) - Productivity Tools for Plotly + Pandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 540 Β· πŸ“¦ 2.7K Β· πŸ“‹ 200 - 40% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/santosjorge/cufflinks
    
  • PyPi (πŸ“₯ 38K / month Β· πŸ“¦ 230 Β· ⏱️ 01.03.2020):

     pip install cufflinks
    
data-validation (πŸ₯ˆ27 Β· ⭐ 520) - Library for exploring and validating machine learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 95 Β· πŸ“₯ 210 Β· πŸ“¦ 240 Β· πŸ“‹ 110 - 33% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/tensorflow/data-validation
    
  • PyPi (πŸ“₯ 3.8M / month Β· πŸ“¦ 18 Β· ⏱️ 24.02.2021):

     pip install tensorflow-data-validation
    
Perspective (πŸ₯‰26 Β· ⭐ 3.2K) - Streaming pivot visualization via WebAssembly. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 350 Β· πŸ“¦ 180 Β· πŸ“‹ 390 - 19% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/finos/perspective
    
  • PyPi (πŸ“₯ 460 / month Β· πŸ“¦ 8 Β· ⏱️ 24.02.2021):

     pip install perspective-python
    
  • NPM (πŸ“₯ 2K / month Β· ⏱️ 12.02.2021):

     npm install @finos/perspective-jupyterlab
    
PyVista (πŸ₯‰26 Β· ⭐ 700) - 3D plotting and mesh analysis through a streamlined interface for the.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 140 Β· πŸ“₯ 63 Β· πŸ“¦ 260 Β· πŸ“‹ 420 - 31% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/pyvista/pyvista
    
  • PyPi (πŸ“₯ 9.8K / month Β· πŸ“¦ 26 Β· ⏱️ 04.02.2021):

     pip install pyvista
    
  • Conda (πŸ“₯ 63K Β· ⏱️ 04.02.2021):

     conda install -c conda-forge pyvista
    
pythreejs (πŸ₯‰26 Β· ⭐ 700 Β· πŸ“ˆ) - A Jupyter - Three.js bridge. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 160 Β· πŸ“¦ 15 Β· πŸ“‹ 200 - 30% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/jupyter-widgets/pythreejs
    
  • PyPi (πŸ“₯ 5.4K / month Β· πŸ“¦ 26 Β· ⏱️ 09.10.2020):

     pip install pythreejs
    
  • Conda (πŸ“₯ 270K Β· ⏱️ 12.10.2020):

     conda install -c conda-forge pythreejs
    
  • NPM (πŸ“₯ 6.7K / month Β· πŸ“¦ 8 Β· ⏱️ 19.03.2020):

     npm install jupyter-threejs
    
Facets Overview (πŸ₯‰25 Β· ⭐ 6.5K) - Visualizations for machine learning datasets. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 830 Β· πŸ“¦ 39 Β· πŸ“‹ 150 - 50% open Β· ⏱️ 04.02.2021):

     git clone https://github.com/pair-code/facets
    
  • PyPi (πŸ“₯ 28K / month Β· πŸ“¦ 6 Β· ⏱️ 24.07.2019):

     pip install facets-overview
    
Chartify (πŸ₯‰25 Β· ⭐ 2.8K) - Python library that makes it easy for data scientists to create.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 250 Β· πŸ“¦ 52 Β· πŸ“‹ 70 - 57% open Β· ⏱️ 05.02.2021):

     git clone https://github.com/spotify/chartify
    
  • PyPi (πŸ“₯ 2.4K / month Β· πŸ“¦ 5 Β· ⏱️ 02.11.2020):

     pip install chartify
    
  • Conda (πŸ“₯ 12K Β· ⏱️ 07.11.2020):

     conda install -c conda-forge chartify
    
HyperTools (πŸ₯‰25 Β· ⭐ 1.6K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 150 Β· πŸ“¦ 100 Β· πŸ“‹ 190 - 36% open Β· ⏱️ 06.01.2021):

     git clone https://github.com/ContextLab/hypertools
    
  • PyPi (πŸ“₯ 160 / month Β· πŸ“¦ 9 Β· ⏱️ 02.10.2020):

     pip install hypertools
    
hvPlot (πŸ₯‰25 Β· ⭐ 350) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 480 Β· πŸ“‹ 330 - 32% open Β· ⏱️ 17.01.2021):

     git clone https://github.com/holoviz/hvplot
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 30 Β· ⏱️ 18.11.2020):

     pip install hvplot
    
  • Conda (πŸ“₯ 67K Β· ⏱️ 06.01.2021):

     conda install -c conda-forge hvplot
    
PandasGUI (πŸ₯‰23 Β· ⭐ 2K) - A GUI for Pandas DataFrames. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 120 Β· πŸ“¦ 42 Β· πŸ“‹ 79 - 18% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/adamerose/pandasgui
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 2 Β· ⏱️ 12.02.2021):

     pip install pandasgui
    
Multicore-TSNE (πŸ₯‰23 Β· ⭐ 1.5K) - Parallel t-SNE implementation with Python and Torch.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 200 Β· πŸ“¦ 210 Β· πŸ“‹ 56 - 64% open Β· ⏱️ 19.08.2020):

     git clone https://github.com/DmitryUlyanov/Multicore-TSNE
    
  • PyPi (πŸ“₯ 2K / month Β· πŸ“¦ 28 Β· ⏱️ 09.01.2019):

     pip install MulticoreTSNE
    
  • Conda (πŸ“₯ 6.1K Β· ⏱️ 12.11.2018):

     conda install -c conda-forge multicore-tsne
    
openTSNE (πŸ₯‰23 Β· ⭐ 750) - Extensible, parallel implementations of t-SNE. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 82 Β· πŸ“¦ 180 Β· πŸ“‹ 73 - 6% open Β· ⏱️ 08.01.2021):

     git clone https://github.com/pavlin-policar/openTSNE
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 4 Β· ⏱️ 08.01.2021):

     pip install opentsne
    
  • Conda (πŸ“₯ 79K Β· ⏱️ 08.01.2021):

     conda install -c conda-forge opentsne
    
python-ternary (πŸ₯‰23 Β· ⭐ 400) - Ternary plotting library for python with matplotlib. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 110 Β· πŸ“₯ 14 Β· πŸ“¦ 59 Β· πŸ“‹ 100 - 24% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/marcharper/python-ternary
    
  • PyPi (πŸ“₯ 740 / month Β· πŸ“¦ 20 Β· ⏱️ 17.02.2021):

     pip install python-ternary
    
  • Conda (πŸ“₯ 49K Β· ⏱️ 17.02.2021):

     conda install -c conda-forge python-ternary
    
D-Tale (πŸ₯‰22 Β· ⭐ 2.1K) - Visualizer for pandas data structures. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 140 Β· πŸ“¦ 100 Β· πŸ“‹ 310 - 10% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/man-group/dtale
    
  • PyPi (πŸ“₯ 3.3K / month Β· ⏱️ 19.02.2021):

     pip install dtale
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 19.02.2021):

     conda install -c conda-forge dtale
    
Pandas-Bokeh (πŸ₯‰22 Β· ⭐ 620) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 77 Β· πŸ“¦ 130 Β· πŸ“‹ 74 - 28% open Β· ⏱️ 27.01.2021):

     git clone https://github.com/PatrikHlobil/Pandas-Bokeh
    
  • PyPi (πŸ“₯ 4.5K / month Β· πŸ“¦ 10 Β· ⏱️ 27.01.2021):

     pip install pandas-bokeh
    
vega (πŸ₯‰22 Β· ⭐ 300) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 46 Β· πŸ“‹ 87 - 9% open Β· ⏱️ 04.02.2021):

     git clone https://github.com/vega/ipyvega
    
  • PyPi (πŸ“₯ 9.1K / month Β· πŸ“¦ 150 Β· ⏱️ 15.05.2020):

     pip install vega
    
  • Conda (πŸ“₯ 390K Β· ⏱️ 10.12.2020):

     conda install -c conda-forge vega
    
joypy (πŸ₯‰21 Β· ⭐ 320) - Joyplots in Python with matplotlib & pandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 32 Β· πŸ“¦ 67 Β· πŸ“‹ 38 - 10% open Β· ⏱️ 28.12.2020):

     git clone https://github.com/sbebo/joypy
    
  • PyPi (πŸ“₯ 2.1K / month Β· πŸ“¦ 6 Β· ⏱️ 28.12.2020):

     pip install joypy
    
  • Conda (πŸ“₯ 8.2K Β· ⏱️ 28.12.2020):

     conda install -c conda-forge joypy
    
lets-plot (πŸ₯‰20 Β· ⭐ 510) - An open-source plotting library for statistical data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 15 Β· πŸ“¦ 7 Β· πŸ“‹ 140 - 45% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/JetBrains/lets-plot
    
  • PyPi (πŸ“₯ 2.5K / month Β· ⏱️ 09.02.2021):

     pip install lets-plot
    
HiPlot (πŸ₯‰19 Β· ⭐ 2K) - HiPlot makes understanding high dimensional data easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 90 Β· πŸ“¦ 2 Β· πŸ“‹ 58 - 17% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/facebookresearch/hiplot
    
  • PyPi (πŸ“₯ 2K / month Β· ⏱️ 10.02.2021):

     pip install hiplot
    
  • Conda (πŸ“₯ 47K Β· ⏱️ 10.02.2021):

     conda install -c conda-forge hiplot
    
Sweetviz (πŸ₯‰19 Β· ⭐ 1.3K) - Visualize and compare datasets, target values and associations, with one.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 140 Β· πŸ“‹ 71 - 28% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/fbdesignpro/sweetviz
    
  • PyPi (πŸ“₯ 6.3K / month Β· ⏱️ 23.02.2021):

     pip install sweetviz
    
animatplot (πŸ₯‰19 Β· ⭐ 360) - A python package for animating plots build on matplotlib. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 33 Β· πŸ“¦ 14 Β· πŸ“‹ 31 - 51% open Β· ⏱️ 05.10.2020):

     git clone https://github.com/t-makaro/animatplot
    
  • PyPi (πŸ“₯ 65 / month Β· πŸ“¦ 1 Β· ⏱️ 05.10.2020):

     pip install animatplot
    
  • Conda (πŸ“₯ 5.3K Β· ⏱️ 06.10.2020):

     conda install -c conda-forge animatplot
    
AutoViz (πŸ₯‰19 Β· ⭐ 310) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 55 Β· πŸ“¦ 31 Β· πŸ“‹ 22 - 27% open Β· ⏱️ 21.12.2020):

     git clone https://github.com/AutoViML/AutoViz
    
  • PyPi (πŸ“₯ 880 / month Β· ⏱️ 10.12.2020):

     pip install autoviz
    
PyWaffle (πŸ₯‰18 Β· ⭐ 400 Β· πŸ’€) - Make Waffle Charts in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 63 Β· πŸ“¦ 41 Β· πŸ“‹ 12 - 16% open Β· ⏱️ 26.07.2020):

     git clone https://github.com/gyli/PyWaffle
    
  • PyPi (πŸ“₯ 730 / month Β· ⏱️ 26.07.2020):

     pip install pywaffle
    
FiftyOne (πŸ₯‰18 Β· ⭐ 210) - Visualize, create, and debug image and video datasets.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 18 Β· πŸ“‹ 350 - 36% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/voxel51/fiftyone
    
  • PyPi (πŸ“₯ 350 / month Β· ⏱️ 18.02.2021):

     pip install fiftyone
    
data-describe (πŸ₯‰14 Β· ⭐ 260) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 12 Β· πŸ“‹ 240 - 27% open Β· ⏱️ 15.01.2021):

     git clone https://github.com/data-describe/data-describe
    
  • PyPi (πŸ“₯ 64 / month Β· ⏱️ 03.12.2020):

     pip install data-describe
    
nx-altair (πŸ₯‰14 Β· ⭐ 160 Β· πŸ’€) - Draw interactive NetworkX graphs with Altair. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 19 Β· πŸ“‹ 9 - 55% open Β· ⏱️ 02.06.2020):

     git clone https://github.com/Zsailer/nx_altair
    
  • PyPi (πŸ“₯ 81 / month Β· πŸ“¦ 4 Β· ⏱️ 02.06.2020):

     pip install nx-altair
    
Show 6 hidden projects...
  • plotnine (πŸ₯ˆ27 Β· ⭐ 2.6K) - A grammar of graphics for Python. ❗️GPL-2.0
  • PDPbox (πŸ₯‰23 Β· ⭐ 530 Β· πŸ’€) - python partial dependence plot toolbox. MIT
  • pivottablejs (πŸ₯‰19 Β· ⭐ 420 Β· πŸ’€) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
  • ivis (πŸ₯‰18 Β· ⭐ 220) - Dimensionality reduction in very large datasets using Siamese.. ❗️GPL-2.0
  • pdvega (πŸ₯‰16 Β· ⭐ 340 Β· πŸ’€) - Interactive plotting for Pandas using Vega-Lite. MIT
  • nptsne (πŸ₯‰14 Β· ⭐ 25) - nptsne is a numpy compatible python binary package that offers a number.. Apache-2

Text Data & NLP

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Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.

spaCy (πŸ₯‡37 Β· ⭐ 20K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 570 Β· πŸ”€ 3.3K Β· πŸ“₯ 3K Β· πŸ“¦ 22K Β· πŸ“‹ 4.4K - 2% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/explosion/spaCy
    
  • PyPi (πŸ“₯ 790K / month Β· πŸ“¦ 3.1K Β· ⏱️ 14.02.2021):

     pip install spacy
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 14.02.2021):

     conda install -c conda-forge spacy
    
transformers (πŸ₯‡36 Β· ⭐ 41K) - Transformers: State-of-the-art Natural Language.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 780 Β· πŸ”€ 10K Β· πŸ“₯ 1.3K Β· πŸ“¦ 8K Β· πŸ“‹ 6.1K - 11% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/huggingface/transformers
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 130 Β· ⏱️ 24.02.2021):

     pip install transformers
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 09.02.2021):

     conda install -c conda-forge transformers
    
gensim (πŸ₯‡35 Β· ⭐ 12K) - Topic Modelling for Humans. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 3.9K Β· πŸ“₯ 3K Β· πŸ“¦ 21K Β· πŸ“‹ 1.6K - 21% open Β· ⏱️ 13.02.2021):

     git clone https://github.com/RaRe-Technologies/gensim
    
  • PyPi (πŸ“₯ 4.5M / month Β· πŸ“¦ 4.7K Β· ⏱️ 15.11.2020):

     pip install gensim
    
  • Conda (πŸ“₯ 600K Β· ⏱️ 14.05.2020):

     conda install -c conda-forge gensim
    
nltk (πŸ₯‡34 Β· ⭐ 9.7K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 2.4K Β· πŸ“¦ 90K Β· πŸ“‹ 1.5K - 15% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/nltk/nltk
    
  • PyPi (πŸ“₯ 3.7M / month Β· πŸ“¦ 21K Β· ⏱️ 12.04.2020):

     pip install nltk
    
  • Conda (πŸ“₯ 630K Β· ⏱️ 08.08.2019):

     conda install -c conda-forge nltk
    
AllenNLP (πŸ₯‡32 Β· ⭐ 9.7K) - An open-source NLP research library, built on PyTorch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 2K Β· πŸ“₯ 36 Β· πŸ“¦ 1.5K Β· πŸ“‹ 2.3K - 4% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/allenai/allennlp
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 230 Β· ⏱️ 24.02.2021):

     pip install allennlp
    
fairseq (πŸ₯‡31 Β· ⭐ 11K Β· πŸ“ˆ) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 2.9K Β· πŸ“₯ 100 Β· πŸ“¦ 310 Β· πŸ“‹ 2.5K - 26% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pytorch/fairseq
    
  • PyPi (πŸ“₯ 8.8K / month Β· πŸ“¦ 20 Β· ⏱️ 05.01.2021):

     pip install fairseq
    
ChatterBot (πŸ₯‡31 Β· ⭐ 11K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 3.7K Β· πŸ“¦ 3.2K Β· πŸ“‹ 1.5K - 16% open Β· ⏱️ 20.08.2020):

     git clone https://github.com/gunthercox/ChatterBot
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 680 Β· ⏱️ 22.08.2020):

     pip install chatterbot
    
sentencepiece (πŸ₯‡31 Β· ⭐ 4.8K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 650 Β· πŸ“₯ 11K Β· πŸ“¦ 6K Β· πŸ“‹ 420 - 6% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/google/sentencepiece
    
  • PyPi (πŸ“₯ 790K / month Β· πŸ“¦ 240 Β· ⏱️ 10.01.2021):

     pip install sentencepiece
    
  • Conda (πŸ“₯ 32K Β· ⏱️ 09.02.2021):

     conda install -c conda-forge sentencepiece
    
flair (πŸ₯‡30 Β· ⭐ 10K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.5K Β· πŸ“¦ 630 Β· πŸ“‹ 1.4K - 6% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/flairNLP/flair
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 48 Β· ⏱️ 01.12.2020):

     pip install flair
    
torchtext (πŸ₯‡30 Β· ⭐ 2.6K) - Data loaders and abstractions for text and NLP. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 3.8K Β· πŸ“‹ 580 - 45% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pytorch/text
    
  • PyPi (πŸ“₯ 73K / month Β· πŸ“¦ 680 Β· ⏱️ 10.12.2020):

     pip install torchtext
    
snowballstemmer (πŸ₯‡30 Β· ⭐ 470) - Snowball compiler and stemming algorithms. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 130 Β· πŸ“¦ 45K Β· πŸ“‹ 59 - 28% open Β· ⏱️ 02.02.2021):

     git clone https://github.com/snowballstem/snowball
    
  • PyPi (πŸ“₯ 2.1M / month Β· πŸ“¦ 13K Β· ⏱️ 21.01.2021):

     pip install snowballstemmer
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 21.01.2021):

     conda install -c conda-forge snowballstemmer
    
TextBlob (πŸ₯ˆ29 Β· ⭐ 7.6K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 990 Β· πŸ“₯ 88 Β· πŸ“¦ 10K Β· πŸ“‹ 230 - 35% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/sloria/TextBlob
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 2.5K Β· ⏱️ 24.02.2019):

     pip install textblob
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 24.02.2019):

     conda install -c conda-forge textblob
    
Rasa (πŸ₯ˆ28 Β· ⭐ 11K) - Open source machine learning framework to automate text- and voice-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 3.3K Β· πŸ“‹ 5.1K - 10% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/RasaHQ/rasa
    
  • PyPi (πŸ“₯ 63K / month Β· πŸ“¦ 64 Β· ⏱️ 17.02.2021):

     pip install rasa
    
stanza (πŸ₯ˆ28 Β· ⭐ 5.2K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 660 Β· πŸ“¦ 340 Β· πŸ“‹ 460 - 10% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/stanfordnlp/stanza
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 4 Β· ⏱️ 27.01.2021):

     pip install stanza
    
  • Conda (πŸ“₯ 3.2K Β· ⏱️ 27.01.2021):

     conda install -c stanfordnlp stanza
    
OpenNMT (πŸ₯ˆ28 Β· ⭐ 4.8K) - Open Source Neural Machine Translation in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 73 Β· πŸ“‹ 1.2K - 7% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/OpenNMT/OpenNMT-py
    
  • PyPi (πŸ“₯ 1.6K / month Β· πŸ“¦ 4 Β· ⏱️ 27.01.2021):

     pip install OpenNMT-py
    
Tokenizers (πŸ₯ˆ28 Β· ⭐ 4.3K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 310 Β· πŸ“¦ 25 Β· πŸ“‹ 390 - 20% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/huggingface/tokenizers
    
  • PyPi (πŸ“₯ 750K / month Β· ⏱️ 08.02.2021):

     pip install tokenizers
    
  • Conda (πŸ“₯ 28K Β· ⏱️ 19.11.2020):

     conda install -c conda-forge tokenizers
    
sentence-transformers (πŸ₯ˆ28 Β· ⭐ 4.2K) - Sentence Embeddings with BERT & XLNet. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 810 Β· πŸ“¦ 680 Β· πŸ“‹ 710 - 46% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/UKPLab/sentence-transformers
    
  • PyPi (πŸ“₯ 380K / month Β· ⏱️ 04.01.2021):

     pip install sentence-transformers
    
Dedupe (πŸ₯ˆ28 Β· ⭐ 2.9K) - A python library for accurate and scalable fuzzy matching, record.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 420 Β· πŸ“¦ 180 Β· πŸ“‹ 630 - 8% open Β· ⏱️ 15.01.2021):

     git clone https://github.com/dedupeio/dedupe
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 78 Β· ⏱️ 06.09.2020):

     pip install dedupe
    
phonenumbers (πŸ₯ˆ28 Β· ⭐ 2.6K) - Python port of Google's libphonenumber. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 330 Β· πŸ“‹ 120 - 2% open Β· ⏱️ 09.02.2021):

     git clone https://github.com/daviddrysdale/python-phonenumbers
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 2.3K Β· ⏱️ 09.02.2021):

     pip install phonenumbers
    
  • Conda (πŸ“₯ 380K Β· ⏱️ 04.08.2019):

     conda install -c conda-forge phonenumbers
    
fastText (πŸ₯ˆ27 Β· ⭐ 22K Β· πŸ’€) - Library for fast text representation and classification. MIT
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 4.3K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1K - 42% open Β· ⏱️ 18.07.2020):

     git clone https://github.com/facebookresearch/fastText
    
  • PyPi (πŸ“¦ 190 Β· ⏱️ 28.04.2020):

     pip install fasttext
    
  • Conda (πŸ“₯ 18K Β· ⏱️ 12.10.2020):

     conda install -c conda-forge fasttext
    
DeepPavlov (πŸ₯ˆ26 Β· ⭐ 5K) - An open source library for deep learning end-to-end dialog.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 890 Β· πŸ“¦ 180 Β· πŸ“‹ 540 - 16% open Β· ⏱️ 24.12.2020):

     git clone https://github.com/deepmipt/DeepPavlov
    
  • PyPi (πŸ“₯ 4.9K / month Β· πŸ“¦ 4 Β· ⏱️ 24.12.2020):

     pip install deeppavlov
    
ftfy (πŸ₯ˆ26 Β· ⭐ 2.9K) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 100 Β· πŸ“¦ 2.8K Β· πŸ“‹ 110 - 10% open Β· ⏱️ 11.02.2021):

     git clone https://github.com/LuminosoInsight/python-ftfy
    
  • PyPi (πŸ“₯ 270K / month Β· πŸ“¦ 760 Β· ⏱️ 11.02.2021):

     pip install ftfy
    
  • Conda (πŸ“₯ 95K Β· ⏱️ 20.01.2021):

     conda install -c conda-forge ftfy
    
GluonNLP (πŸ₯ˆ26 Β· ⭐ 2.2K) - Toolkit that enables easy text preprocessing, datasets loading.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 510 Β· πŸ“¦ 410 Β· πŸ“‹ 540 - 46% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/dmlc/gluon-nlp
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 22 Β· ⏱️ 13.08.2020):

     pip install gluonnlp
    
TextDistance (πŸ₯ˆ26 Β· ⭐ 1.9K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 160 Β· πŸ“₯ 100 Β· πŸ“¦ 360 Β· ⏱️ 29.01.2021):

     git clone https://github.com/life4/textdistance
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 28 Β· ⏱️ 29.01.2021):

     pip install textdistance
    
  • Conda (πŸ“₯ 25K Β· ⏱️ 29.01.2021):

     conda install -c conda-forge textdistance
    
textacy (πŸ₯ˆ26 Β· ⭐ 1.6K) - NLP, before and after spaCy. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 210 Β· πŸ“‹ 230 - 14% open Β· ⏱️ 09.01.2021):

     git clone https://github.com/chartbeat-labs/textacy
    
  • PyPi (πŸ“₯ 48K / month Β· πŸ“¦ 150 Β· ⏱️ 29.08.2020):

     pip install textacy
    
  • Conda (πŸ“₯ 77K Β· ⏱️ 19.11.2020):

     conda install -c conda-forge textacy
    
TensorFlow Text (πŸ₯ˆ26 Β· ⭐ 700) - Making text a first-class citizen in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 87 Β· πŸ“¦ 490 Β· πŸ“‹ 130 - 33% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/tensorflow/text
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 4 Β· ⏱️ 13.01.2021):

     pip install tensorflow-text
    
inflect (πŸ₯ˆ26 Β· ⭐ 480 Β· πŸ“‰) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 58 Β· πŸ“‹ 73 - 15% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/jaraco/inflect
    
  • PyPi (πŸ“₯ 730K / month Β· πŸ“¦ 1.4K Β· ⏱️ 24.02.2021):

     pip install inflect
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 08.01.2021):

     conda install -c conda-forge inflect
    
ParlAI (πŸ₯ˆ25 Β· ⭐ 7K) - A framework for training and evaluating AI models on a variety of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.4K Β· πŸ“¦ 10 Β· πŸ“‹ 940 - 9% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/facebookresearch/ParlAI
    
  • PyPi (πŸ“₯ 850 / month Β· ⏱️ 19.01.2021):

     pip install parlai
    
PyText (πŸ₯ˆ25 Β· ⭐ 6.1K) - A natural language modeling framework based on PyTorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 790 Β· πŸ“₯ 220 Β· πŸ“¦ 65 Β· πŸ“‹ 200 - 63% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/facebookresearch/pytext
    
  • PyPi (πŸ“₯ 270 / month Β· πŸ“¦ 1 Β· ⏱️ 08.06.2020):

     pip install pytext-nlp
    
vaderSentiment (πŸ₯ˆ25 Β· ⭐ 2.8K Β· πŸ’€) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 740 Β· πŸ“¦ 2.3K Β· πŸ“‹ 100 - 28% open Β· ⏱️ 22.05.2020):

     git clone https://github.com/cjhutto/vaderSentiment
    
  • PyPi (πŸ“₯ 66K / month Β· πŸ“¦ 290 Β· ⏱️ 22.05.2020):

     pip install vadersentiment
    
spark-nlp (πŸ₯ˆ25 Β· ⭐ 2K) - State of the Art Natural Language Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 420 Β· πŸ“‹ 430 - 16% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/JohnSnowLabs/spark-nlp
    
  • PyPi (πŸ“₯ 290K / month Β· ⏱️ 19.02.2021):

     pip install spark-nlp
    
haystack (πŸ₯ˆ25 Β· ⭐ 1.4K) - End-to-end Python framework for building natural language search.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 260 Β· πŸ“¦ 35 Β· πŸ“‹ 490 - 14% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/deepset-ai/haystack
    
  • PyPi (πŸ“₯ 540 / month Β· πŸ“¦ 170 Β· ⏱️ 03.07.2017):

     pip install haystack
    
jellyfish (πŸ₯ˆ25 Β· ⭐ 1.4K) - a python library for doing approximate and phonetic matching of.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 120 Β· πŸ“¦ 2.1K Β· πŸ“‹ 96 - 10% open Β· ⏱️ 30.12.2020):

     git clone https://github.com/jamesturk/jellyfish
    
  • PyPi (πŸ“₯ 630K / month Β· πŸ“¦ 650 Β· ⏱️ 21.05.2020):

     pip install jellyfish
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 08.01.2021):

     conda install -c conda-forge jellyfish
    
pyahocorasick (πŸ₯ˆ25 Β· ⭐ 580) - Python module (C extension and plain python) implementing Aho-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 88 Β· πŸ“¦ 500 Β· πŸ“‹ 98 - 32% open Β· ⏱️ 26.01.2021):

     git clone https://github.com/WojciechMula/pyahocorasick
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 100 Β· ⏱️ 26.01.2021):

     pip install pyahocorasick
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 13.10.2020):

     conda install -c conda-forge pyahocorasick
    
Snips NLU (πŸ₯‰24 Β· ⭐ 3.5K Β· πŸ’€) - Snips Python library to extract meaning from text. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 460 Β· πŸ“‹ 250 - 20% open Β· ⏱️ 08.02.2020):

     git clone https://github.com/snipsco/snips-nlu
    
  • PyPi (πŸ“₯ 3K / month Β· πŸ“¦ 16 Β· ⏱️ 15.01.2020):

     pip install snips-nlu
    
T5 (πŸ₯‰24 Β· ⭐ 3.2K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 430 Β· πŸ“¦ 23 Β· ⏱️ 23.02.2021):

     git clone https://github.com/google-research/text-to-text-transfer-transformer
    
  • PyPi (πŸ“₯ 4.6K / month Β· ⏱️ 18.12.2020):

     pip install t5
    
Sumy (πŸ₯‰24 Β· ⭐ 2.5K) - Module for automatic summarization of text documents and HTML pages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 440 Β· πŸ“¦ 670 Β· πŸ“‹ 88 - 11% open Β· ⏱️ 21.11.2020):

     git clone https://github.com/miso-belica/sumy
    
  • PyPi (πŸ“₯ 5.4K / month Β· πŸ“¦ 190 Β· ⏱️ 19.05.2019):

     pip install sumy
    
fastNLP (πŸ₯‰24 Β· ⭐ 2K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 350 Β· πŸ“₯ 54 Β· πŸ“¦ 25 Β· πŸ“‹ 140 - 11% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/fastnlp/fastNLP
    
  • PyPi (πŸ“₯ 400 / month Β· πŸ“¦ 1 Β· ⏱️ 04.02.2019):

     pip install fastnlp
    
pytorch-nlp (πŸ₯‰24 Β· ⭐ 1.9K) - Basic Utilities for PyTorch Natural Language Processing (NLP). BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 220 Β· πŸ“¦ 180 Β· πŸ“‹ 63 - 22% open Β· ⏱️ 26.01.2021):

     git clone https://github.com/PetrochukM/PyTorch-NLP
    
  • PyPi (πŸ“₯ 2K / month Β· πŸ“¦ 18 Β· ⏱️ 04.11.2019):

     pip install pytorch-nlp
    
PyTextRank (πŸ₯‰24 Β· ⭐ 1.5K) - Python implementation of TextRank for phrase extraction and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 300 Β· πŸ“¦ 120 Β· πŸ“‹ 56 - 32% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/DerwenAI/pytextrank
    
  • PyPi (πŸ“₯ 4.2K / month Β· πŸ“¦ 6 Β· ⏱️ 14.02.2021):

     pip install pytextrank
    
sense2vec (πŸ₯‰24 Β· ⭐ 1.2K) - Contextually-keyed word vectors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 200 Β· πŸ“₯ 13K Β· πŸ“¦ 50 Β· πŸ“‹ 94 - 15% open Β· ⏱️ 07.02.2021):

     git clone https://github.com/explosion/sense2vec
    
  • PyPi (πŸ“₯ 2.2K / month Β· πŸ“¦ 12 Β· ⏱️ 07.02.2021):

     pip install sense2vec
    
  • Conda (πŸ“₯ 15K Β· ⏱️ 16.03.2020):

     conda install -c conda-forge sense2vec
    
spacy-transformers (πŸ₯‰24 Β· ⭐ 910) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 100 Β· πŸ“¦ 87 Β· ⏱️ 08.02.2021):

     git clone https://github.com/explosion/spacy-transformers
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 6 Β· ⏱️ 02.02.2021):

     pip install spacy-transformers
    
SciSpacy (πŸ₯‰24 Β· ⭐ 840) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 120 Β· πŸ“¦ 210 Β· πŸ“‹ 160 - 12% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/allenai/scispacy
    
  • PyPi (πŸ“₯ 9.1K / month Β· πŸ“¦ 12 Β· ⏱️ 12.02.2021):

     pip install scispacy
    
CLTK (πŸ₯‰24 Β· ⭐ 630) - The Classical Language Toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 300 Β· πŸ“₯ 22 Β· πŸ“¦ 160 Β· πŸ“‹ 490 - 25% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/cltk/cltk
    
  • PyPi (πŸ“₯ 1K / month Β· πŸ“¦ 68 Β· ⏱️ 24.02.2021):

     pip install cltk
    
Ciphey (πŸ₯‰23 Β· ⭐ 6.3K) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 350 Β· πŸ“‹ 220 - 21% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/Ciphey/Ciphey
    
  • PyPi (πŸ“₯ 2.3K / month Β· ⏱️ 02.12.2020):

     pip install ciphey
    
  • Docker Hub (πŸ“₯ 8.1K Β· ⭐ 2 Β· ⏱️ 14.02.2021):

     docker pull remnux/ciphey
    
flashtext (πŸ₯‰23 Β· ⭐ 4.7K Β· πŸ’€) - Extract Keywords from sentence or Replace keywords in sentences. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 520 Β· πŸ“¦ 370 Β· πŸ“‹ 97 - 49% open Β· ⏱️ 03.05.2020):

     git clone https://github.com/vi3k6i5/flashtext
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 32 Β· ⏱️ 16.02.2018):

     pip install flashtext
    
textgenrnn (πŸ₯‰23 Β· ⭐ 4.3K Β· πŸ’€) - Easily train your own text-generating neural network of any.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 680 Β· πŸ“₯ 410 Β· πŸ“¦ 660 Β· πŸ“‹ 200 - 59% open Β· ⏱️ 14.07.2020):

     git clone https://github.com/minimaxir/textgenrnn
    
  • PyPi (πŸ“₯ 540 / month Β· πŸ“¦ 28 Β· ⏱️ 02.02.2020):

     pip install textgenrnn
    
neuralcoref (πŸ₯‰23 Β· ⭐ 2.2K) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 380 Β· πŸ“₯ 170 Β· πŸ“¦ 290 Β· πŸ“‹ 260 - 17% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/huggingface/neuralcoref
    
  • PyPi (πŸ“₯ 2.4K / month Β· πŸ“¦ 18 Β· ⏱️ 08.04.2019):

     pip install neuralcoref
    
  • Conda (πŸ“₯ 6.3K Β· ⏱️ 21.02.2020):

     conda install -c conda-forge neuralcoref
    
pySBD (πŸ₯‰23 Β· ⭐ 280) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 26 Β· πŸ“¦ 110 Β· πŸ“‹ 51 - 7% open Β· ⏱️ 11.02.2021):

     git clone https://github.com/nipunsadvilkar/pySBD
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 4 Β· ⏱️ 11.02.2021):

     pip install pysbd
    
scattertext (πŸ₯‰22 Β· ⭐ 1.5K) - Beautiful visualizations of how language differs among document.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 200 Β· πŸ“¦ 150 Β· πŸ“‹ 74 - 22% open Β· ⏱️ 08.02.2021):

     git clone https://github.com/JasonKessler/scattertext
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 16 Β· ⏱️ 18.01.2021):

     pip install scattertext
    
  • Conda (πŸ“₯ 45K Β· ⏱️ 18.01.2021):

     conda install -c conda-forge scattertext
    
FARM (πŸ₯‰22 Β· ⭐ 1.1K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 160 Β· πŸ“‹ 340 - 9% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/deepset-ai/FARM
    
  • PyPi (πŸ“₯ 2.7K / month Β· πŸ“¦ 2 Β· ⏱️ 22.02.2021):

     pip install farm
    
DeepMatcher (πŸ₯‰21 Β· ⭐ 3.5K Β· πŸ’€) - Python package for performing Entity and Text Matching using.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 1.3K Β· πŸ“¦ 10 Β· πŸ“‹ 64 - 73% open Β· ⏱️ 20.04.2020):

     git clone https://github.com/anhaidgroup/deepmatcher
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 30.12.2019):

     pip install deepmatcher
    
NLP Architect (πŸ₯‰21 Β· ⭐ 2.6K) - A model library for exploring state-of-the-art deep learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 390 Β· πŸ“¦ 7 Β· πŸ“‹ 120 - 13% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/IntelLabs/nlp-architect
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 12.04.2020):

     pip install nlp-architect
    
gpt-2-simple (πŸ₯‰21 Β· ⭐ 2.5K) - Python package to easily retrain OpenAI's GPT-2 text-.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 520 Β· πŸ“₯ 190 Β· πŸ“‹ 230 - 60% open Β· ⏱️ 14.02.2021):

     git clone https://github.com/minimaxir/gpt-2-simple
    
  • PyPi (πŸ“₯ 4.5K / month Β· πŸ“¦ 3 Β· ⏱️ 14.02.2021):

     pip install gpt-2-simple
    
Texar (πŸ₯‰21 Β· ⭐ 2.1K Β· πŸ’€) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 330 Β· πŸ“¦ 12 Β· πŸ“‹ 160 - 20% open Β· ⏱️ 29.07.2020):

     git clone https://github.com/asyml/texar
    
  • PyPi (πŸ“₯ 50 / month Β· πŸ“¦ 2 Β· ⏱️ 19.11.2019):

     pip install texar
    
fast-bert (πŸ₯‰21 Β· ⭐ 1.5K) - Super easy library for BERT based NLP models. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 310 Β· πŸ“‹ 230 - 59% open Β· ⏱️ 05.02.2021):

     git clone https://github.com/kaushaltrivedi/fast-bert
    
  • PyPi (πŸ“₯ 1K / month Β· πŸ“¦ 2 Β· ⏱️ 09.12.2020):

     pip install fast-bert
    
NeMo (πŸ₯‰20 Β· ⭐ 2.4K) - NeMo: a toolkit for conversational AI. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 420 Β· πŸ“₯ 2.7K Β· πŸ“‹ 470 - 40% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/NVIDIA/NeMo
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 4 Β· ⏱️ 11.12.2020):

     pip install nemo-toolkit
    
Texthero (πŸ₯‰20 Β· ⭐ 2.1K) - Text preprocessing, representation and visualization from zero to hero. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 180 Β· πŸ“₯ 62 Β· πŸ“‹ 120 - 60% open Β· ⏱️ 03.11.2020):

     git clone https://github.com/jbesomi/texthero
    
  • PyPi (πŸ“₯ 1.5K / month Β· ⏱️ 06.07.2020):

     pip install texthero
    
DELTA (πŸ₯‰20 Β· ⭐ 1.4K) - DELTA is a deep learning based natural language and speech.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 280 Β· πŸ“‹ 77 - 11% open Β· ⏱️ 17.12.2020):

     git clone https://github.com/Delta-ML/delta
    
  • PyPi (πŸ“₯ 3 / month Β· ⏱️ 27.03.2020):

     pip install delta-nlp
    
  • Docker Hub (πŸ“₯ 12K Β· ⏱️ 24.02.2021):

     docker pull zh794390558/delta
    
Sockeye (πŸ₯‰20 Β· ⭐ 990) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 290 Β· πŸ“‹ 240 - 8% open Β· ⏱️ 05.02.2021):

     git clone https://github.com/awslabs/sockeye
    
  • PyPi (πŸ“₯ 380 / month Β· πŸ“¦ 2 Β· ⏱️ 08.02.2021):

     pip install sockeye
    
YouTokenToMe (πŸ₯‰20 Β· ⭐ 720) - Unsupervised text tokenizer focused on computational efficiency. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 44 Β· πŸ“¦ 98 Β· πŸ“‹ 42 - 47% open Β· ⏱️ 28.01.2021):

     git clone https://github.com/vkcom/youtokentome
    
  • PyPi (πŸ“₯ 3.6K / month Β· πŸ“¦ 12 Β· ⏱️ 12.02.2020):

     pip install youtokentome
    
finetune (πŸ₯‰20 Β· ⭐ 630) - Scikit-learn style model finetuning for NLP. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 66 Β· πŸ“¦ 9 Β· πŸ“‹ 130 - 14% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/IndicoDataSolutions/finetune
    
  • PyPi (πŸ“₯ 160 / month Β· πŸ“¦ 2 Β· ⏱️ 10.01.2020):

     pip install finetune
    
Kashgari (πŸ₯‰19 Β· ⭐ 2K) - Kashgari is a production-level NLP Transfer learning framework.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 380 Β· πŸ“¦ 23 Β· πŸ“‹ 340 - 10% open Β· ⏱️ 29.10.2020):

     git clone https://github.com/BrikerMan/Kashgari
    
  • PyPi (πŸ“₯ 80 / month Β· πŸ“¦ 1 Β· ⏱️ 18.10.2019):

     pip install kashgari-tf
    
textpipe (πŸ₯‰19 Β· ⭐ 270) - Textpipe: clean and extract metadata from text. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 20 Β· πŸ“¦ 7 Β· πŸ“‹ 46 - 45% open Β· ⏱️ 25.01.2021):

     git clone https://github.com/textpipe/textpipe
    
  • PyPi (πŸ“₯ 700 / month Β· πŸ“¦ 1 Β· ⏱️ 25.01.2021):

     pip install textpipe
    
Camphr (πŸ₯‰18 Β· ⭐ 330) - spaCy plugin for Transformers , Udify, ELmo, etc. Apache-2 spacy
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 17 Β· πŸ“‹ 28 - 42% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/PKSHATechnology-Research/camphr
    
  • PyPi (πŸ“₯ 310 / month Β· ⏱️ 18.02.2021):

     pip install camphr
    
skift (πŸ₯‰18 Β· ⭐ 210) - scikit-learn wrappers for Python fastText. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 22 Β· πŸ“¦ 8 Β· πŸ“‹ 10 - 20% open Β· ⏱️ 19.01.2021):

     git clone https://github.com/shaypal5/skift
    
  • PyPi (πŸ“₯ 2.3K / month Β· ⏱️ 27.08.2020):

     pip install skift
    
Headliner (πŸ₯‰16 Β· ⭐ 220 Β· πŸ’€) - Easy training and deployment of seq2seq models. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 38 Β· πŸ“¦ 3 Β· πŸ“‹ 14 - 7% open Β· ⏱️ 14.02.2020):

     git clone https://github.com/as-ideas/headliner
    
  • PyPi (πŸ“₯ 72 / month Β· πŸ“¦ 1 Β· ⏱️ 24.01.2020):

     pip install headliner
    
Translate (πŸ₯‰15 Β· ⭐ 680) - Translate - a PyTorch Language Library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 160 Β· πŸ“‹ 93 - 70% open Β· ⏱️ 15.02.2021):

     git clone https://github.com/pytorch/translate
    
  • PyPi (πŸ“₯ 5 / month Β· ⏱️ 01.05.2018):

     pip install pytorch-translate
    
VizSeq (πŸ₯‰15 Β· ⭐ 310) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 39 Β· πŸ“¦ 2 Β· πŸ“‹ 15 - 46% open Β· ⏱️ 13.12.2020):

     git clone https://github.com/facebookresearch/vizseq
    
  • PyPi (πŸ“₯ 73 / month Β· ⏱️ 07.08.2020):

     pip install vizseq
    
OpenNRE (πŸ₯‰14 Β· ⭐ 3K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 860 Β· πŸ“‹ 310 - 6% open Β· ⏱️ 24.11.2020):

     git clone https://github.com/thunlp/OpenNRE
    
TransferNLP (πŸ₯‰14 Β· ⭐ 290 Β· πŸ’€) - NLP library designed for reproducible experimentation.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 18 Β· πŸ“‹ 23 - 17% open Β· ⏱️ 28.05.2020):

     git clone https://github.com/feedly/transfer-nlp
    
  • PyPi (πŸ“₯ 39 / month Β· ⏱️ 28.05.2020):

     pip install transfer-nlp
    
NeuralQA (πŸ₯‰14 Β· ⭐ 180) - NeuralQA: A Usable Library for Question Answering on Large Datasets with.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 24 Β· πŸ“¦ 2 Β· πŸ“‹ 29 - 72% open Β· ⏱️ 16.12.2020):

     git clone https://github.com/victordibia/neuralqa
    
  • PyPi (πŸ“₯ 16 / month Β· ⏱️ 18.09.2020):

     pip install neuralqa
    
textvec (πŸ₯‰14 Β· ⭐ 160) - Text vectorization tool to outperform TFIDF for classification tasks. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 21 Β· πŸ“¦ 2 Β· πŸ“‹ 8 - 25% open Β· ⏱️ 03.12.2020):

     git clone https://github.com/textvec/textvec
    
  • PyPi (πŸ“₯ 52 / month Β· ⏱️ 03.12.2020):

     pip install textvec
    
Show 9 hidden projects...
  • fuzzywuzzy (πŸ₯ˆ29 Β· ⭐ 7.9K) - Fuzzy String Matching in Python. ❗️GPL-2.0
  • langid (πŸ₯ˆ26 Β· ⭐ 1.7K Β· πŸ’€) - Stand-alone language identification system. BSD-3
  • polyglot (πŸ₯‰24 Β· ⭐ 1.8K) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
  • anaGo (πŸ₯‰22 Β· ⭐ 1.4K Β· πŸ’€) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
  • stop-words (πŸ₯‰21 Β· ⭐ 120 Β· πŸ’€) - Get list of common stop words in various languages in Python. BSD-3
  • MatchZoo (πŸ₯‰20 Β· ⭐ 3.4K Β· πŸ’€) - Facilitating the design, comparison and sharing of deep.. Apache-2
  • pyfasttext (πŸ₯‰19 Β· ⭐ 230 Β· πŸ’€) - Yet another Python binding for fastText. ❗️GPL-3.0
  • NeuroNER (πŸ₯‰17 Β· ⭐ 1.5K Β· πŸ’€) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
  • ONNX-T5 (πŸ₯‰14 Β· ⭐ 140 Β· 🐣) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2

Image Data

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Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.

Pillow (πŸ₯‡39 Β· ⭐ 8.2K) - The friendly PIL fork (Python Imaging Library). ❗️PIL
  • GitHub (πŸ‘¨β€πŸ’» 350 Β· πŸ”€ 1.6K Β· πŸ“¦ 410K Β· πŸ“‹ 2.1K - 11% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/python-pillow/Pillow
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 110K Β· ⏱️ 02.01.2021):

     pip install Pillow
    
  • Conda (πŸ“₯ 7.3M Β· ⏱️ 08.02.2021):

     conda install -c conda-forge pillow
    
torchvision (πŸ₯‡36 Β· ⭐ 8.4K Β· πŸ“ˆ) - Datasets, Transforms and Models specific to Computer.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 4.4K Β· πŸ“¦ 42K Β· πŸ“‹ 1.6K - 28% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pytorch/vision
    
  • PyPi (πŸ“₯ 450K / month Β· πŸ“¦ 4.6K Β· ⏱️ 10.12.2020):

     pip install torchvision
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 14.10.2018):

     conda install -c conda-forge torchvision
    
scikit-image (πŸ₯‡32 Β· ⭐ 4.2K Β· πŸ“‰) - Image processing in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 1.8K Β· πŸ“¦ 62K Β· πŸ“‹ 2.2K - 31% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/scikit-image/scikit-image
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 15K Β· ⏱️ 23.12.2020):

     pip install scikit-image
    
  • Conda (πŸ“₯ 2.2M Β· ⏱️ 21.01.2021):

     conda install -c conda-forge scikit-image
    
imgaug (πŸ₯‡31 Β· ⭐ 11K Β· πŸ’€) - Image augmentation for machine learning experiments. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 2K Β· πŸ“¦ 5.4K Β· πŸ“‹ 430 - 51% open Β· ⏱️ 01.06.2020):

     git clone https://github.com/aleju/imgaug
    
  • PyPi (πŸ“₯ 94K / month Β· πŸ“¦ 560 Β· ⏱️ 05.02.2020):

     pip install imgaug
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 14.02.2020):

     conda install -c conda-forge imgaug
    
imageio (πŸ₯‡31 Β· ⭐ 840) - Python library for reading and writing image data. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 170 Β· πŸ“¦ 37K Β· πŸ“‹ 340 - 19% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/imageio/imageio
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 3.8K Β· ⏱️ 06.07.2020):

     pip install imageio
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 06.07.2020):

     conda install -c conda-forge imageio
    
opencv-python (πŸ₯ˆ30 Β· ⭐ 1.8K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 330 Β· πŸ“‹ 390 - 3% open Β· ⏱️ 28.12.2020):

     git clone https://github.com/skvark/opencv-python
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 13K Β· ⏱️ 03.01.2021):

     pip install opencv-python
    
Wand (πŸ₯ˆ30 Β· ⭐ 1.1K) - The ctypes-based simple ImageMagick binding for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 180 Β· πŸ“₯ 5.2K Β· πŸ“¦ 3.4K Β· πŸ“‹ 340 - 3% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/emcconville/wand
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 1.2K Β· ⏱️ 29.11.2020):

     pip install wand
    
Face Recognition (πŸ₯ˆ29 Β· ⭐ 39K) - The world's simplest facial recognition api for Python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 11K Β· πŸ“₯ 440 Β· πŸ“‹ 1.1K - 51% open Β· ⏱️ 26.09.2020):

     git clone https://github.com/ageitgey/face_recognition
    
  • PyPi (πŸ“₯ 18K / month Β· πŸ“¦ 410 Β· ⏱️ 21.08.2018):

     pip install face_recognition
    
MoviePy (πŸ₯ˆ29 Β· ⭐ 7.3K) - Video editing with Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1K Β· πŸ“¦ 6.2K Β· πŸ“‹ 1K - 32% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/Zulko/moviepy
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 1.1K Β· ⏱️ 05.10.2020):

     pip install moviepy
    
  • Conda (πŸ“₯ 75K Β· ⏱️ 23.02.2020):

     conda install -c conda-forge moviepy
    
Albumentations (πŸ₯ˆ28 Β· ⭐ 7.4K) - Fast image augmentation library and easy to use wrapper.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 950 Β· πŸ“¦ 2.8K Β· πŸ“‹ 420 - 43% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/albumentations-team/albumentations
    
  • PyPi (πŸ“₯ 49K / month Β· πŸ“¦ 130 Β· ⏱️ 29.11.2020):

     pip install albumentations
    
  • Conda (πŸ“₯ 15K Β· ⏱️ 29.11.2020):

     conda install -c conda-forge albumentations
    
Kornia (πŸ₯ˆ28 Β· ⭐ 3.6K) - Open Source Differentiable Computer Vision Library for PyTorch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 370 Β· πŸ“¦ 280 Β· πŸ“‹ 350 - 27% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/kornia/kornia
    
  • PyPi (πŸ“₯ 13K / month Β· ⏱️ 20.10.2020):

     pip install kornia
    
imutils (πŸ₯ˆ28 Β· ⭐ 3.5K) - A series of convenience functions to make basic image processing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 870 Β· πŸ“¦ 12K Β· πŸ“‹ 200 - 62% open Β· ⏱️ 15.01.2021):

     git clone https://github.com/jrosebr1/imutils
    
  • PyPi (πŸ“₯ 84K / month Β· πŸ“¦ 1.2K Β· ⏱️ 15.01.2021):

     pip install imutils
    
  • Conda (πŸ“₯ 39K Β· ⏱️ 15.01.2021):

     conda install -c conda-forge imutils
    
ImageHash (πŸ₯ˆ28 Β· ⭐ 1.8K) - A Python Perceptual Image Hashing Module. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 250 Β· πŸ“¦ 2.1K Β· πŸ“‹ 87 - 19% open Β· ⏱️ 03.01.2021):

     git clone https://github.com/JohannesBuchner/imagehash
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 530 Β· ⏱️ 19.11.2020):

     pip install ImageHash
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 19.11.2020):

     conda install -c conda-forge imagehash
    
imageai (πŸ₯ˆ27 Β· ⭐ 5.9K) - A python library built to empower developers to build applications and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 1.6K Β· πŸ“₯ 540K Β· πŸ“¦ 700 Β· πŸ“‹ 600 - 31% open Β· ⏱️ 05.01.2021):

     git clone https://github.com/OlafenwaMoses/ImageAI
    
  • PyPi (πŸ“₯ 3.8K / month Β· πŸ“¦ 24 Β· ⏱️ 05.01.2021):

     pip install imageai
    
GluonCV (πŸ₯ˆ27 Β· ⭐ 4.6K) - Gluon CV Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1K Β· πŸ“¦ 440 Β· πŸ“‹ 750 - 49% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/dmlc/gluon-cv
    
  • PyPi (πŸ“₯ 35K / month Β· πŸ“¦ 30 Β· ⏱️ 22.02.2021):

     pip install gluoncv
    
detectron2 (πŸ₯ˆ26 Β· ⭐ 15K) - Detectron2 is FAIR's next-generation platform for object.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 3.8K Β· πŸ“¦ 170 Β· πŸ“‹ 2.3K - 3% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/facebookresearch/detectron2
    
  • Conda (πŸ“₯ 14K Β· ⏱️ 05.08.2020):

     conda install -c conda-forge detectron2
    
InsightFace (πŸ₯ˆ26 Β· ⭐ 8.6K) - Face Analysis Project on MXNet. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 3K Β· πŸ“¦ 52 Β· πŸ“‹ 1.4K - 52% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/deepinsight/insightface
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 2 Β· ⏱️ 07.09.2019):

     pip install insightface
    
PyTorch Image Models (πŸ₯ˆ26 Β· ⭐ 7.5K) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 1.1K Β· πŸ“₯ 250K Β· πŸ“¦ 330 Β· πŸ“‹ 260 - 10% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/rwightman/pytorch-image-models
    
MMDetection (πŸ₯ˆ25 Β· ⭐ 14K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 4.7K Β· πŸ“¦ 27 Β· πŸ“‹ 3.4K - 9% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/open-mmlab/mmdetection
    
PyTorch3D (πŸ₯ˆ25 Β· ⭐ 4.5K) - PyTorch3D is FAIR's library of reusable components for deep.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 500 Β· πŸ“¦ 50 Β· πŸ“‹ 490 - 12% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/facebookresearch/pytorch3d
    
  • PyPi (πŸ“₯ 4K / month Β· ⏱️ 09.02.2021):

     pip install pytorch3d
    
  • Conda (πŸ“₯ 7.1K Β· ⏱️ 09.02.2021):

     conda install -c pytorch3d pytorch3d
    
mahotas (πŸ₯ˆ25 Β· ⭐ 670) - Computer Vision in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 130 Β· πŸ“¦ 580 Β· πŸ“‹ 73 - 21% open Β· ⏱️ 13.01.2021):

     git clone https://github.com/luispedro/mahotas
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 190 Β· ⏱️ 16.08.2020):

     pip install mahotas
    
  • Conda (πŸ“₯ 260K Β· ⏱️ 22.01.2021):

     conda install -c conda-forge mahotas
    
Augmentor (πŸ₯‰24 Β· ⭐ 4.3K Β· πŸ’€) - Image augmentation library in Python for machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 780 Β· πŸ“¦ 280 Β· πŸ“‹ 180 - 63% open Β· ⏱️ 09.03.2020):

     git clone https://github.com/mdbloice/Augmentor
    
  • PyPi (πŸ“₯ 5.3K / month Β· πŸ“¦ 42 Β· ⏱️ 17.01.2020):

     pip install Augmentor
    
facenet-pytorch (πŸ₯‰24 Β· ⭐ 1.9K) - Pretrained Pytorch face detection (MTCNN) and recognition.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 400 Β· πŸ“₯ 64K Β· πŸ“¦ 290 Β· πŸ“‹ 120 - 26% open Β· ⏱️ 19.11.2020):

     git clone https://github.com/timesler/facenet-pytorch
    
  • PyPi (πŸ“₯ 2.7K / month Β· πŸ“¦ 6 Β· ⏱️ 19.11.2020):

     pip install facenet-pytorch
    
mtcnn (πŸ₯‰24 Β· ⭐ 1.4K) - MTCNN face detection implementation for TensorFlow, as a PIP package. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 370 Β· πŸ“¦ 890 Β· πŸ“‹ 89 - 59% open Β· ⏱️ 13.01.2021):

     git clone https://github.com/ipazc/mtcnn
    
  • PyPi (πŸ“₯ 7.3K / month Β· πŸ“¦ 42 Β· ⏱️ 14.11.2019):

     pip install mtcnn
    
Face Alignment (πŸ₯‰23 Β· ⭐ 4.7K) - 2D and 3D Face alignment library build using pytorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 1K Β· πŸ“‹ 220 - 13% open Β· ⏱️ 30.12.2020):

     git clone https://github.com/1adrianb/face-alignment
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 6 Β· ⏱️ 22.12.2020):

     pip install face-alignment
    
segmentation_models (πŸ₯‰23 Β· ⭐ 3K Β· πŸ’€) - Segmentation models with pretrained backbones. Keras.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 690 Β· πŸ“‹ 390 - 39% open Β· ⏱️ 17.04.2020):

     git clone https://github.com/qubvel/segmentation_models
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 24 Β· ⏱️ 10.01.2020):

     pip install segmentation_models
    
CellProfiler (πŸ₯‰23 Β· ⭐ 540) - An open-source application for biological image analysis. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 270 Β· πŸ“₯ 710 Β· πŸ“¦ 3 Β· πŸ“‹ 2.9K - 5% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/CellProfiler/CellProfiler
    
  • PyPi (πŸ“₯ 180 / month Β· ⏱️ 04.09.2017):

     pip install cellprofiler
    
Caer (πŸ₯‰23 Β· ⭐ 440 Β· 🐣) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 62 Β· πŸ“₯ 14 Β· πŸ“‹ 13 - 38% open Β· ⏱️ 08.02.2021):

     git clone https://github.com/jasmcaus/caer
    
  • PyPi (πŸ“₯ 540K / month Β· ⏱️ 28.01.2021):

     pip install caer
    
Image Deduplicator (πŸ₯‰22 Β· ⭐ 3.4K) - Finding duplicate images made easy!. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 280 Β· πŸ“¦ 9 Β· πŸ“‹ 73 - 27% open Β· ⏱️ 23.11.2020):

     git clone https://github.com/idealo/imagededup
    
  • PyPi (πŸ“₯ 970 / month Β· πŸ“¦ 2 Β· ⏱️ 22.11.2020):

     pip install imagededup
    
vidgear (πŸ₯‰22 Β· ⭐ 1.6K) - High-performance cross-platform Video Processing Python framework.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 110 Β· πŸ“₯ 310 Β· πŸ“¦ 86 Β· πŸ“‹ 140 - 3% open Β· ⏱️ 01.01.2021):

     git clone https://github.com/abhiTronix/vidgear
    
  • PyPi (πŸ“₯ 790 / month Β· πŸ“¦ 2 Β· ⏱️ 01.01.2021):

     pip install vidgear
    
pyvips (πŸ₯‰22 Β· ⭐ 290) - python binding for libvips using cffi. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 25 Β· πŸ“¦ 150 Β· πŸ“‹ 210 - 34% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/libvips/pyvips
    
  • PyPi (πŸ“₯ 3.2K / month Β· πŸ“¦ 22 Β· ⏱️ 18.12.2020):

     pip install pyvips
    
  • Conda (πŸ“₯ 7K Β· ⏱️ 14.10.2020):

     conda install -c conda-forge pyvips
    
Image Super-Resolution (πŸ₯‰21 Β· ⭐ 2.6K) - Super-scale your images and run experiments with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 480 Β· πŸ“¦ 41 Β· πŸ“‹ 160 - 36% open Β· ⏱️ 11.11.2020):

     git clone https://github.com/idealo/image-super-resolution
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 8 Β· ⏱️ 08.01.2020):

     pip install ISR
    
  • Docker Hub (πŸ“₯ 130 Β· ⏱️ 01.04.2019):

     docker pull idealo/image-super-resolution-gpu
    
tensorflow-graphics (πŸ₯‰21 Β· ⭐ 2.4K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 280 Β· πŸ“‹ 180 - 54% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/tensorflow/graphics
    
  • PyPi (πŸ“₯ 690 / month Β· πŸ“¦ 3 Β· ⏱️ 20.05.2020):

     pip install tensorflow-graphics
    
Classy Vision (πŸ₯‰21 Β· ⭐ 1.2K) - An end-to-end PyTorch framework for image and video.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 210 Β· πŸ“‹ 94 - 51% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/facebookresearch/ClassyVision
    
  • PyPi (πŸ“₯ 92 / month Β· ⏱️ 20.11.2020):

     pip install classy_vision
    
  • Conda (πŸ“₯ 6.1K Β· ⏱️ 11.12.2020):

     conda install -c conda-forge classy_vision
    
MMF (πŸ₯‰20 Β· ⭐ 4.2K) - A modular framework for vision & language multimodal research from.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 600 Β· πŸ“¦ 7 Β· πŸ“‹ 430 - 21% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/facebookresearch/mmf
    
  • PyPi (πŸ“₯ 81 / month Β· ⏱️ 12.06.2020):

     pip install mmf
    
image-match (πŸ₯‰20 Β· ⭐ 2.5K) - Quickly search over billions of images. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 350 Β· πŸ“‹ 94 - 50% open Β· ⏱️ 04.01.2021):

     git clone https://github.com/EdjoLabs/image-match
    
  • PyPi (πŸ“₯ 360 / month Β· πŸ“¦ 6 Β· ⏱️ 13.02.2017):

     pip install image_match
    
Torch Points 3D (πŸ₯‰20 Β· ⭐ 1.1K) - Pytorch framework for doing deep learning on point clouds. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 150 Β· πŸ“¦ 2 Β· πŸ“‹ 200 - 20% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/nicolas-chaulet/torch-points3d
    
  • PyPi (πŸ“₯ 200 / month Β· ⏱️ 18.12.2020):

     pip install torch-points3d
    
nude.py (πŸ₯‰20 Β· ⭐ 790) - Nudity detection with Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 130 Β· πŸ“¦ 86 Β· πŸ“‹ 8 - 75% open Β· ⏱️ 23.11.2020):

     git clone https://github.com/hhatto/nude.py
    
  • PyPi (πŸ“₯ 2.8K / month Β· πŸ“¦ 18 Β· ⏱️ 23.11.2020):

     pip install nudepy
    
vit-pytorch (πŸ₯‰18 Β· ⭐ 2.7K Β· 🐣) - Implementation of Vision Transformer, a simple way to.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 270 Β· πŸ“¦ 5 Β· πŸ“‹ 73 - 41% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/lucidrains/vit-pytorch
    
  • PyPi (πŸ“₯ 790 / month Β· ⏱️ 24.02.2021):

     pip install vit-pytorch
    
Norfair (πŸ₯‰18 Β· ⭐ 900) - Lightweight Python library for adding real-time 2D object tracking to.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 57 Β· πŸ“‹ 21 - 23% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/tryolabs/norfair
    
  • PyPi (πŸ“₯ 370 / month Β· ⏱️ 17.02.2021):

     pip install norfair
    
PaddleDetection (πŸ₯‰17 Β· ⭐ 2.3K) - Object detection and instance segmentation toolkit.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 660 Β· πŸ“‹ 1.2K - 28% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/PaddlePaddle/PaddleDetection
    
lightly (πŸ₯‰16 Β· ⭐ 420 Β· 🐣) - A python library for self-supervised learning on images. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 22 Β· πŸ“¦ 2 Β· πŸ“‹ 70 - 48% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/lightly-ai/lightly
    
  • PyPi (πŸ“₯ 140 / month Β· ⏱️ 11.01.2021):

     pip install lightly
    
pycls (πŸ₯‰15 Β· ⭐ 1.4K) - Codebase for Image Classification Research, written in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 160 Β· πŸ“¦ 3 Β· πŸ“‹ 55 - 20% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/facebookresearch/pycls
    
DEβ«ΆTR (πŸ₯‰14 Β· ⭐ 6.2K) - End-to-End Object Detection with Transformers. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 940 Β· πŸ“‹ 280 - 22% open Β· ⏱️ 15.11.2020):

     git clone https://github.com/facebookresearch/detr
    
PySlowFast (πŸ₯‰14 Β· ⭐ 3.4K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 630 Β· πŸ“¦ 2 Β· πŸ“‹ 350 - 47% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/facebookresearch/SlowFast
    
Show 4 hidden projects...
  • glfw (πŸ₯ˆ29 Β· ⭐ 7.3K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • chainercv (πŸ₯ˆ25 Β· ⭐ 1.4K Β· πŸ’€) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
  • Pillow-SIMD (πŸ₯‰23 Β· ⭐ 1.6K Β· πŸ’€) - The friendly PIL fork. ❗️PIL
  • Luminoth (πŸ₯‰21 Β· ⭐ 2.3K Β· πŸ’€) - Deep Learning toolkit for Computer Vision. BSD-3

Graph Data

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Libraries for graph processing, clustering, embedding, and machine learning tasks.

networkx (πŸ₯‡36 Β· ⭐ 8.7K) - Network Analysis in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 2.2K Β· πŸ“₯ 51 Β· πŸ“¦ 68K Β· πŸ“‹ 2.6K - 10% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/networkx/networkx
    
  • PyPi (πŸ“₯ 4.3M / month Β· πŸ“¦ 21K Β· ⏱️ 22.08.2020):

     pip install networkx
    
  • Conda (πŸ“₯ 3.1M Β· ⏱️ 23.08.2020):

     conda install -c conda-forge networkx
    
PyTorch Geometric (πŸ₯‡28 Β· ⭐ 10K) - Geometric Deep Learning Extension Library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.8K Β· πŸ“‹ 1.9K - 38% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/rusty1s/pytorch_geometric
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 24 Β· ⏱️ 27.11.2020):

     pip install torch-geometric
    
dgl (πŸ₯‡27 Β· ⭐ 6.7K) - Python package built to ease deep learning on graph, on top of existing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.4K Β· πŸ“‹ 960 - 24% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/dmlc/dgl
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 30 Β· ⏱️ 25.02.2021):

     pip install dgl
    
StellarGraph (πŸ₯ˆ25 Β· ⭐ 1.8K) - StellarGraph - Machine Learning on Graphs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 260 Β· πŸ“¦ 47 Β· πŸ“‹ 920 - 23% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/stellargraph/stellargraph
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 4 Β· ⏱️ 30.06.2020):

     pip install stellargraph
    
Spektral (πŸ₯ˆ23 Β· ⭐ 1.6K) - Graph Neural Networks with Keras and Tensorflow 2. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 200 Β· πŸ“¦ 32 Β· πŸ“‹ 130 - 14% open Β· ⏱️ 16.02.2021):

     git clone https://github.com/danielegrattarola/spektral
    
  • PyPi (πŸ“₯ 2K / month Β· ⏱️ 07.01.2021):

     pip install spektral
    
ogb (πŸ₯ˆ22 Β· ⭐ 750) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 120 Β· πŸ“¦ 55 Β· ⏱️ 24.02.2021):

     git clone https://github.com/snap-stanford/ogb
    
  • PyPi (πŸ“₯ 1.8K / month Β· ⏱️ 24.02.2021):

     pip install ogb
    
Node2Vec (πŸ₯ˆ22 Β· ⭐ 640) - Implementation of the node2vec algorithm. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 170 Β· πŸ“¦ 110 Β· ⏱️ 09.01.2021):

     git clone https://github.com/eliorc/node2vec
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 10 Β· ⏱️ 09.01.2021):

     pip install node2vec
    
  • Conda (πŸ“₯ 16K Β· ⏱️ 25.04.2020):

     conda install -c conda-forge node2vec
    
torch-cluster (πŸ₯ˆ21 Β· ⭐ 340) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 68 Β· πŸ“‹ 74 - 47% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/rusty1s/pytorch_cluster
    
  • PyPi (πŸ“₯ 2.4K / month Β· πŸ“¦ 32 Β· ⏱️ 31.10.2020):

     pip install torch-cluster
    
AmpliGraph (πŸ₯ˆ20 Β· ⭐ 1.4K) - Python library for Representation Learning on Knowledge.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 160 Β· πŸ“¦ 10 Β· πŸ“‹ 180 - 11% open Β· ⏱️ 25.08.2020):

     git clone https://github.com/Accenture/AmpliGraph
    
  • PyPi (πŸ“₯ 420 / month Β· ⏱️ 25.08.2020):

     pip install ampligraph
    
graph-nets (πŸ₯‰19 Β· ⭐ 4.8K) - Build Graph Nets in Tensorflow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 730 Β· πŸ“‹ 110 - 5% open Β· ⏱️ 04.12.2020):

     git clone https://github.com/deepmind/graph_nets
    
  • PyPi (πŸ“₯ 550 / month Β· πŸ“¦ 7 Β· ⏱️ 29.01.2020):

     pip install graph-nets
    
PyTorch-BigGraph (πŸ₯‰19 Β· ⭐ 2.7K) - Generate embeddings from large-scale graph-structured.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 360 Β· πŸ“₯ 110 Β· πŸ“‹ 130 - 23% open Β· ⏱️ 19.01.2021):

     git clone https://github.com/facebookresearch/PyTorch-BigGraph
    
  • PyPi (πŸ“₯ 280 / month Β· πŸ“¦ 4 Β· ⏱️ 01.05.2019):

     pip install torchbiggraph
    
PyKEEN (πŸ₯‰19 Β· ⭐ 320) - A Python library for learning and evaluating knowledge graph embeddings. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 52 Β· πŸ“₯ 79 Β· πŸ“‹ 140 - 43% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pykeen/pykeen
    
  • PyPi (πŸ“₯ 170 / month Β· πŸ“¦ 2 Β· ⏱️ 15.02.2021):

     pip install pykeen
    
Paddle Graph Learning (πŸ₯‰18 Β· ⭐ 910) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 120 Β· πŸ“¦ 9 Β· πŸ“‹ 46 - 36% open Β· ⏱️ 02.02.2021):

     git clone https://github.com/PaddlePaddle/PGL
    
  • PyPi (πŸ“₯ 200 / month Β· πŸ“¦ 2 Β· ⏱️ 05.02.2021):

     pip install pgl
    
DeepGraph (πŸ₯‰18 Β· ⭐ 230) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 33 Β· πŸ“¦ 1 Β· πŸ“‹ 12 - 58% open Β· ⏱️ 01.10.2020):

     git clone https://github.com/deepgraph/deepgraph
    
  • PyPi (πŸ“₯ 140 / month Β· ⏱️ 01.10.2020):

     pip install deepgraph
    
  • Conda (πŸ“₯ 81K Β· ⏱️ 15.01.2021):

     conda install -c conda-forge deepgraph
    
kglib (πŸ₯‰16 Β· ⭐ 400) - Grakn Knowledge Graph Library (ML R&D). Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 74 Β· πŸ“₯ 210 Β· πŸ“‹ 59 - 16% open Β· ⏱️ 15.01.2021):

     git clone https://github.com/graknlabs/kglib
    
  • PyPi (πŸ“₯ 40 / month Β· ⏱️ 19.08.2020):

     pip install grakn-kglib
    
pytorch_geometric_temporal (πŸ₯‰16 Β· ⭐ 360) - A Temporal Extension Library for PyTorch Geometric. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 42 Β· πŸ“‹ 17 - 5% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
    
  • PyPi (πŸ“₯ 89 / month Β· ⏱️ 17.02.2021):

     pip install torch-geometric-temporal
    
GraphEmbedding (πŸ₯‰15 Β· ⭐ 1.8K) - Implementation and experiments of graph embedding algorithms. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 560 Β· πŸ“¦ 7 Β· πŸ“‹ 40 - 67% open Β· ⏱️ 18.10.2020):

     git clone https://github.com/shenweichen/GraphEmbedding
    
Euler (πŸ₯‰14 Β· ⭐ 2.5K Β· πŸ’€) - A distributed graph deep learning framework. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 500 Β· πŸ“‹ 300 - 67% open Β· ⏱️ 29.07.2020):

     git clone https://github.com/alibaba/euler
    
  • PyPi (πŸ“₯ 8 / month Β· ⏱️ 10.04.2019):

     pip install euler-gl
    
AutoGL (πŸ₯‰14 Β· ⭐ 580 Β· 🐣) - An autoML framework & toolkit for machine learning on graphs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 56 Β· πŸ“‹ 7 - 71% open Β· ⏱️ 07.02.2021):

     git clone https://github.com/THUMNLab/AutoGL
    
  • PyPi (πŸ“₯ 28 / month Β· ⏱️ 23.12.2020):

     pip install auto-graph-learning
    
OpenKE (πŸ₯‰13 Β· ⭐ 2.4K Β· πŸ’€) - An Open-Source Package for Knowledge Embedding (KE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 740 Β· πŸ“‹ 280 - 19% open Β· ⏱️ 08.04.2020):

     git clone https://github.com/thunlp/OpenKE
    
GraphVite (πŸ₯‰13 Β· ⭐ 850) - GraphVite: A General and High-performance Graph Embedding System. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 120 Β· πŸ“‹ 81 - 32% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/DeepGraphLearning/graphvite
    
  • Conda (πŸ“₯ 3.5K Β· ⏱️ 19.03.2020):

     conda install -c milagraph graphvite
    
Show 8 hidden projects...
  • igraph (πŸ₯‡27 Β· ⭐ 780) - Python interface for igraph. ❗️GPL-2.0
  • pygal (πŸ₯ˆ26 Β· ⭐ 2.3K) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
  • Karate Club (πŸ₯ˆ21 Β· ⭐ 1.2K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0
  • DeepWalk (πŸ₯‰19 Β· ⭐ 2.2K Β· πŸ’€) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
  • Sematch (πŸ₯‰16 Β· ⭐ 340 Β· πŸ’€) - semantic similarity framework for knowledge graph. Apache-2
  • pyRDF2Vec (πŸ₯‰15 Β· ⭐ 85) - Python Implementation and Extension of RDF2Vec. MIT
  • GraphSAGE (πŸ₯‰14 Β· ⭐ 2.2K Β· πŸ’€) - Representation learning on large graphs using stochastic.. MIT
  • OpenNE (πŸ₯‰14 Β· ⭐ 1.4K Β· πŸ’€) - An Open-Source Package for Network Embedding (NE). MIT

Audio Data

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Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.

DeepSpeech (πŸ₯‡31 Β· ⭐ 17K Β· πŸ“ˆ) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 3.1K Β· πŸ“₯ 450K Β· πŸ“¦ 410 Β· πŸ“‹ 1.9K - 5% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/mozilla/DeepSpeech
    
  • PyPi (πŸ“₯ 5.8K / month Β· πŸ“¦ 58 Β· ⏱️ 19.12.2020):

     pip install deepspeech
    
Magenta (πŸ₯‡29 Β· ⭐ 16K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 3.3K Β· πŸ“¦ 270 Β· πŸ“‹ 840 - 35% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/magenta/magenta
    
  • PyPi (πŸ“₯ 3.4K / month Β· πŸ“¦ 70 Β· ⏱️ 12.11.2020):

     pip install magenta
    
Pydub (πŸ₯‡29 Β· ⭐ 5.1K) - Manipulate audio with a simple and easy high level interface. MIT
  • GitHub (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 690 Β· πŸ“¦ 6.1K Β· πŸ“‹ 410 - 42% open Β· ⏱️ 18.01.2021):

     git clone https://github.com/jiaaro/pydub
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.06.2020):

     pip install pydub
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 02.02.2019):

     conda install -c conda-forge pydub
    
torchaudio (πŸ₯ˆ28 Β· ⭐ 1.2K) - Data manipulation and transformation for audio signal.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 270 Β· πŸ“¦ 1.6K Β· πŸ“‹ 430 - 35% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/pytorch/audio
    
  • PyPi (πŸ“₯ 58K / month Β· πŸ“¦ 18 Β· ⏱️ 27.10.2020):

     pip install torchaudio
    
librosa (πŸ₯ˆ27 Β· ⭐ 4.3K) - Python library for audio and music analysis. ISC
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 700 Β· πŸ“¦ 9.5K Β· πŸ“‹ 850 - 8% open Β· ⏱️ 16.02.2021):

     git clone https://github.com/librosa/librosa
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 1.8K Β· ⏱️ 22.07.2020):

     pip install librosa
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 22.07.2020):

     conda install -c conda-forge librosa
    
audioread (πŸ₯ˆ27 Β· ⭐ 360) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 83 Β· πŸ“¦ 4.2K Β· πŸ“‹ 75 - 41% open Β· ⏱️ 20.10.2020):

     git clone https://github.com/beetbox/audioread
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 590 Β· ⏱️ 20.10.2020):

     pip install audioread
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 08.12.2020):

     conda install -c conda-forge audioread
    
pyAudioAnalysis (πŸ₯ˆ26 Β· ⭐ 3.8K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 960 Β· πŸ“¦ 180 Β· πŸ“‹ 270 - 60% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/tyiannak/pyAudioAnalysis
    
  • PyPi (πŸ“₯ 7.4K / month Β· πŸ“¦ 22 Β· ⏱️ 29.09.2020):

     pip install pyAudioAnalysis
    
spleeter (πŸ₯‰25 Β· ⭐ 16K) - Deezer source separation library including pretrained models. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 1.6K Β· πŸ“₯ 940K Β· πŸ“‹ 530 - 17% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/deezer/spleeter
    
  • PyPi (πŸ“₯ 3.9K / month Β· ⏱️ 08.01.2021):

     pip install spleeter
    
  • Conda (πŸ“₯ 44K Β· ⏱️ 30.06.2020):

     conda install -c conda-forge spleeter
    
python-soundfile (πŸ₯‰25 Β· ⭐ 370) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 42 Β· πŸ“₯ 2.2K Β· πŸ“¦ 5.7K Β· πŸ“‹ 140 - 39% open Β· ⏱️ 01.12.2020):

     git clone https://github.com/bastibe/python-soundfile
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 740 Β· ⏱️ 27.11.2019):

     pip install soundfile
    
espnet (πŸ₯‰24 Β· ⭐ 3.5K) - End-to-End Speech Processing Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.1K Β· πŸ“₯ 60 Β· πŸ“¦ 6 Β· πŸ“‹ 1.2K - 10% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/espnet/espnet
    
  • PyPi (πŸ“₯ 710 / month Β· ⏱️ 15.01.2021):

     pip install espnet
    
python_speech_features (πŸ₯‰24 Β· ⭐ 1.8K) - This library provides common speech features for ASR.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 540 Β· πŸ“‹ 72 - 31% open Β· ⏱️ 31.12.2020):

     git clone https://github.com/jameslyons/python_speech_features
    
  • PyPi (πŸ“₯ 33K / month Β· πŸ“¦ 300 Β· ⏱️ 16.08.2017):

     pip install python_speech_features
    
Porcupine (πŸ₯‰22 Β· ⭐ 2.4K) - On-device wake word detection powered by deep learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 330 Β· πŸ“¦ 5 Β· πŸ“‹ 280 - 2% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/Picovoice/Porcupine
    
  • PyPi (πŸ“₯ 490 / month Β· ⏱️ 02.12.2020):

     pip install pvporcupine
    
DDSP (πŸ₯‰22 Β· ⭐ 1.8K) - DDSP: Differentiable Digital Signal Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 170 Β· πŸ“¦ 5 Β· πŸ“‹ 100 - 14% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/magenta/ddsp
    
  • PyPi (πŸ“₯ 780 / month Β· ⏱️ 14.01.2021):

     pip install ddsp
    
kapre (πŸ₯‰22 Β· ⭐ 720) - kapre: Keras Audio Preprocessors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 130 Β· πŸ“₯ 8 Β· πŸ“¦ 520 Β· πŸ“‹ 85 - 5% open Β· ⏱️ 16.11.2020):

     git clone https://github.com/keunwoochoi/kapre
    
  • PyPi (πŸ“₯ 840 / month Β· πŸ“¦ 11 Β· ⏱️ 29.09.2020):

     pip install kapre
    
tinytag (πŸ₯‰22 Β· ⭐ 440) - Read music meta data and length of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 78 Β· πŸ“¦ 310 Β· πŸ“‹ 74 - 18% open Β· ⏱️ 11.11.2020):

     git clone https://github.com/devsnd/tinytag
    
  • PyPi (πŸ“₯ 2.1K / month Β· πŸ“¦ 96 Β· ⏱️ 05.11.2020):

     pip install tinytag
    
Dejavu (πŸ₯‰20 Β· ⭐ 5.3K Β· πŸ’€) - Audio fingerprinting and recognition in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 1.2K Β· πŸ“¦ 17 Β· πŸ“‹ 210 - 39% open Β· ⏱️ 03.06.2020):

     git clone https://github.com/worldveil/dejavu
    
  • PyPi (πŸ“₯ 49 / month Β· πŸ“¦ 3 Β· ⏱️ 19.04.2015):

     pip install PyDejavu
    
TTS (πŸ₯‰20 Β· ⭐ 3.2K) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 670 Β· πŸ“₯ 130 Β· πŸ“‹ 470 - 6% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/mozilla/TTS
    
Muda (πŸ₯‰17 Β· ⭐ 180 Β· πŸ’€) - A library for augmenting annotated audio data. ISC
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 31 Β· πŸ“¦ 9 Β· πŸ“‹ 49 - 10% open Β· ⏱️ 20.07.2020):

     git clone https://github.com/bmcfee/muda
    
  • PyPi (πŸ“₯ 61 / month Β· πŸ“¦ 1 Β· ⏱️ 15.11.2019):

     pip install muda
    
Julius (πŸ₯‰14 Β· ⭐ 180 Β· 🐣) - Fast PyTorch based DSP for audio and 1D signals. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 6 Β· πŸ“¦ 7 Β· ⏱️ 26.01.2021):

     git clone https://github.com/adefossez/julius
    
  • PyPi (πŸ“₯ 1K / month Β· ⏱️ 26.01.2021):

     pip install julius
    
Show 4 hidden projects...
  • SpeechRecognition (πŸ₯‡30 Β· ⭐ 5.4K Β· πŸ’€) - Speech recognition module for Python, supporting.. BSD-3
  • aubio (πŸ₯ˆ26 Β· ⭐ 2.1K) - a library for audio and music analysis. ❗️GPL-3.0
  • Essentia (πŸ₯‰22 Β· ⭐ 1.7K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
  • Madmom (πŸ₯‰20 Β· ⭐ 720 Β· πŸ’€) - Python audio and music signal processing library. BSD-3

Geospatial Data

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Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.

pydeck (πŸ₯‡33 Β· ⭐ 8.5K) - WebGL2 powered geospatial visualization layers. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.5K Β· πŸ“¦ 1.4K Β· πŸ“‹ 2.1K - 4% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/visgl/deck.gl
    
  • PyPi (πŸ“₯ 81K / month Β· πŸ“¦ 2 Β· ⏱️ 12.02.2021):

     pip install pydeck
    
  • Conda (πŸ“₯ 16K Β· ⏱️ 12.02.2021):

     conda install -c conda-forge pydeck
    
  • NPM (πŸ“₯ 190K / month Β· πŸ“¦ 560 Β· ⏱️ 23.02.2021):

     npm install deck.gl
    
folium (πŸ₯‡32 Β· ⭐ 5.2K) - Python Data. Leaflet.js Maps. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.9K Β· πŸ“¦ 8.7K Β· πŸ“‹ 840 - 17% open Β· ⏱️ 18.01.2021):

     git clone https://github.com/python-visualization/folium
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 970 Β· ⏱️ 18.01.2021):

     pip install folium
    
  • Conda (πŸ“₯ 330K Β· ⏱️ 06.01.2021):

     conda install -c conda-forge folium
    
geopy (πŸ₯‡32 Β· ⭐ 3.2K) - Geocoding library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 540 Β· πŸ“¦ 17K Β· πŸ“‹ 240 - 10% open Β· ⏱️ 27.12.2020):

     git clone https://github.com/geopy/geopy
    
  • PyPi (πŸ“₯ 2.8M / month Β· πŸ“¦ 7.2K Β· ⏱️ 27.12.2020):

     pip install geopy
    
  • Conda (πŸ“₯ 510K Β· ⏱️ 27.12.2020):

     conda install -c conda-forge geopy
    
Shapely (πŸ₯‡32 Β· ⭐ 2.2K) - Manipulation and analysis of geometric objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 390 Β· πŸ“¦ 16K Β· πŸ“‹ 720 - 20% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/Toblerity/Shapely
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 5.5K Β· ⏱️ 20.08.2020):

     pip install shapely
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 12.02.2021):

     conda install -c conda-forge shapely
    
GeoPandas (πŸ₯ˆ31 Β· ⭐ 2.5K) - Python tools for geographic data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 530 Β· πŸ“₯ 900 Β· πŸ“¦ 7.3K Β· πŸ“‹ 980 - 29% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/geopandas/geopandas
    
  • PyPi (πŸ“₯ 380K / month Β· πŸ“¦ 1.2K Β· ⏱️ 25.01.2021):

     pip install geopandas
    
  • Conda (πŸ“₯ 870K Β· ⏱️ 25.01.2021):

     conda install -c conda-forge geopandas
    
Rasterio (πŸ₯ˆ30 Β· ⭐ 1.4K) - Rasterio reads and writes geospatial raster datasets. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 390 Β· πŸ“₯ 700 Β· πŸ“¦ 2.8K Β· πŸ“‹ 1.3K - 10% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/mapbox/rasterio
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 850 Β· ⏱️ 25.01.2021):

     pip install rasterio
    
  • Conda (πŸ“₯ 900K Β· ⏱️ 25.01.2021):

     conda install -c conda-forge rasterio
    
Fiona (πŸ₯ˆ30 Β· ⭐ 780) - Fiona reads and writes geographic data files. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 160 Β· πŸ“¦ 5.1K Β· πŸ“‹ 620 - 11% open Β· ⏱️ 30.11.2020):

     git clone https://github.com/Toblerity/Fiona
    
  • PyPi (πŸ“₯ 450K / month Β· πŸ“¦ 1.2K Β· ⏱️ 17.11.2020):

     pip install fiona
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 17.11.2020):

     conda install -c conda-forge fiona
    
pyproj (πŸ₯ˆ29 Β· ⭐ 580) - Python interface to PROJ (cartographic projections and coordinate.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 150 Β· πŸ“¦ 8.7K Β· πŸ“‹ 390 - 1% open Β· ⏱️ 21.02.2021):

     git clone https://github.com/pyproj4/pyproj
    
  • PyPi (πŸ“₯ 930K / month Β· πŸ“¦ 2.5K Β· ⏱️ 05.11.2020):

     pip install pyproj
    
  • Conda (πŸ“₯ 2M Β· ⏱️ 06.11.2020):

     conda install -c conda-forge pyproj
    
ipyleaflet (πŸ₯‰27 Β· ⭐ 1.1K) - A Jupyter - Leaflet.js bridge. MIT
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 280 Β· πŸ“¦ 700 Β· πŸ“‹ 390 - 34% open Β· ⏱️ 11.02.2021):

     git clone https://github.com/jupyter-widgets/ipyleaflet
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 98 Β· ⏱️ 05.01.2021):

     pip install ipyleaflet
    
  • Conda (πŸ“₯ 610K Β· ⏱️ 16.01.2021):

     conda install -c conda-forge ipyleaflet
    
  • NPM (πŸ“₯ 160K / month Β· πŸ“¦ 2 Β· ⏱️ 05.01.2021):

     npm install jupyter-leaflet
    
geojson (πŸ₯‰26 Β· ⭐ 600) - Python bindings and utilities for GeoJSON. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 81 Β· πŸ“¦ 5.9K Β· πŸ“‹ 70 - 28% open Β· ⏱️ 25.11.2020):

     git clone https://github.com/jazzband/geojson
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 1.8K Β· ⏱️ 09.08.2019):

     pip install geojson
    
  • Conda (πŸ“₯ 370K Β· ⏱️ 11.08.2019):

     conda install -c conda-forge geojson
    
ArcGIS API (πŸ₯‰25 Β· ⭐ 970) - Documentation and samples for ArcGIS API for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 710 Β· πŸ“‹ 320 - 36% open Β· ⏱️ 26.01.2021):

     git clone https://github.com/Esri/arcgis-python-api
    
  • PyPi (πŸ“₯ 12K / month Β· πŸ“¦ 20 Β· ⏱️ 27.01.2021):

     pip install arcgis
    
  • Docker Hub (πŸ“₯ 4.1K Β· ⭐ 32 Β· ⏱️ 06.03.2020):

     docker pull esridocker/arcgis-api-python-notebook
    
PySAL (πŸ₯‰25 Β· ⭐ 820) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 240 Β· πŸ“‹ 640 - 9% open Β· ⏱️ 01.02.2021):

     git clone https://github.com/pysal/pysal
    
  • PyPi (πŸ“₯ 8.2K / month Β· πŸ“¦ 36 Β· ⏱️ 02.02.2021):

     pip install pysal
    
  • Conda (πŸ“₯ 400K Β· ⏱️ 08.02.2021):

     conda install -c conda-forge pysal
    
GeoViews (πŸ₯‰23 Β· ⭐ 330) - Simple, concise geographical visualization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 60 Β· πŸ“¦ 210 Β· πŸ“‹ 250 - 31% open Β· ⏱️ 21.09.2020):

     git clone https://github.com/holoviz/geoviews
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 20 Β· ⏱️ 30.03.2020):

     pip install geoviews
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 23.09.2020):

     conda install -c conda-forge geoviews
    
EarthPy (πŸ₯‰20 Β· ⭐ 230) - A package built to support working with spatial data using open source.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 100 Β· πŸ“¦ 77 Β· πŸ“‹ 220 - 7% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/earthlab/earthpy
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 6 Β· ⏱️ 18.06.2020):

     pip install earthpy
    
  • Conda (πŸ“₯ 28K Β· ⏱️ 19.06.2020):

     conda install -c conda-forge earthpy
    
pymap3d (πŸ₯‰19 Β· ⭐ 180) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 56 Β· πŸ“‹ 24 - 8% open Β· ⏱️ 07.02.2021):

     git clone https://github.com/geospace-code/pymap3d
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 6 Β· ⏱️ 07.02.2021):

     pip install pymap3d
    
  • Conda (πŸ“₯ 6.7K Β· ⏱️ 07.02.2021):

     conda install -c conda-forge pymap3d
    
Show 7 hidden projects...
  • Geocoder (πŸ₯ˆ30 Β· ⭐ 1.3K Β· πŸ’€) - Python Geocoder. MIT
  • Cartopy (πŸ₯‰27 Β· ⭐ 1.4K) - Rasterio reads and writes geospatial raster datasets. ❗️LGPL-3.0
  • Satpy (πŸ₯‰25 Β· ⭐ 680) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
  • gmaps (πŸ₯‰22 Β· ⭐ 700 Β· πŸ’€) - Google maps for Jupyter notebooks. BSD-3
  • Sentinelsat (πŸ₯‰22 Β· ⭐ 570) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
  • Mapbox GL (πŸ₯‰20 Β· ⭐ 560 Β· πŸ’€) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
  • geoplotlib (πŸ₯‰19 Β· ⭐ 900 Β· πŸ’€) - python toolbox for visualizing geographical data and making maps. MIT

Financial Data

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Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.

zipline (πŸ₯‡30 Β· ⭐ 13K) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 3.9K Β· πŸ“¦ 680 Β· πŸ“‹ 980 - 34% open Β· ⏱️ 14.10.2020):

     git clone https://github.com/quantopian/zipline
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 160 Β· ⏱️ 05.10.2020):

     pip install zipline
    
yfinance (πŸ₯‡30 Β· ⭐ 4.4K) - Yahoo! Finance market data downloader (+faster Pandas Datareader). Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 1.1K Β· πŸ“¦ 3.2K Β· πŸ“‹ 530 - 65% open Β· ⏱️ 18.01.2021):

     git clone https://github.com/ranaroussi/yfinance
    
  • PyPi (πŸ“₯ 92K / month Β· πŸ“¦ 26 Β· ⏱️ 05.10.2020):

     pip install yfinance
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 27.12.2019):

     conda install -c ranaroussi yfinance
    
Alpha Vantage (πŸ₯‡27 Β· ⭐ 3.2K) - A python wrapper for Alpha Vantage API for financial data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 560 Β· πŸ“‹ 230 - 6% open Β· ⏱️ 21.12.2020):

     git clone https://github.com/RomelTorres/alpha_vantage
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 200 Β· ⏱️ 26.08.2018):

     pip install alpha_vantage
    
ta (πŸ₯‡27 Β· ⭐ 1.9K) - Technical Analysis Library using Pandas and Numpy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 480 Β· πŸ“¦ 430 Β· πŸ“‹ 160 - 46% open Β· ⏱️ 29.11.2020):

     git clone https://github.com/bukosabino/ta
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 12 Β· ⏱️ 29.11.2020):

     pip install ta
    
pyfolio (πŸ₯ˆ26 Β· ⭐ 3.5K Β· πŸ’€) - Portfolio and risk analytics in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 1.1K Β· πŸ“¦ 200 Β· πŸ“‹ 390 - 32% open Β· ⏱️ 15.07.2020):

     git clone https://github.com/quantopian/pyfolio
    
  • PyPi (πŸ“₯ 4.4K / month Β· πŸ“¦ 54 Β· ⏱️ 15.04.2019):

     pip install pyfolio
    
  • Conda (πŸ“₯ 5.7K Β· ⏱️ 16.05.2020):

     conda install -c conda-forge pyfolio
    
empyrical (πŸ₯ˆ25 Β· ⭐ 730) - Common financial risk and performance metrics. Used by zipline and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 230 Β· πŸ“¦ 530 Β· πŸ“‹ 53 - 50% open Β· ⏱️ 14.10.2020):

     git clone https://github.com/quantopian/empyrical
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 220 Β· ⏱️ 13.10.2020):

     pip install empyrical
    
  • Conda (πŸ“₯ 9.7K Β· ⏱️ 14.10.2020):

     conda install -c conda-forge empyrical
    
Alphalens (πŸ₯ˆ24 Β· ⭐ 1.8K Β· πŸ’€) - Performance analysis of predictive (alpha) stock factors. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 660 Β· πŸ“¦ 350 Β· πŸ“‹ 180 - 20% open Β· ⏱️ 27.04.2020):

     git clone https://github.com/quantopian/alphalens
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 14 Β· ⏱️ 27.04.2020):

     pip install alphalens
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 16.05.2020):

     conda install -c conda-forge alphalens
    
IB-insync (πŸ₯ˆ24 Β· ⭐ 1.3K) - Python sync/async framework for Interactive Brokers API. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 400 Β· πŸ“‹ 290 - 0% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/erdewit/ib_insync
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 12 Β· ⏱️ 03.11.2020):

     pip install ib_insync
    
  • Conda (πŸ“₯ 7.7K Β· ⏱️ 25.02.2021):

     conda install -c conda-forge ib-insync
    
ffn (πŸ₯ˆ24 Β· ⭐ 790) - ffn - a financial function library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 190 Β· πŸ“¦ 98 Β· πŸ“‹ 82 - 23% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/pmorissette/ffn
    
  • PyPi (πŸ“₯ 6.5K / month Β· πŸ“¦ 42 Β· ⏱️ 01.02.2021):

     pip install ffn
    
stockstats (πŸ₯ˆ24 Β· ⭐ 720) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 200 Β· πŸ“¦ 180 Β· πŸ“‹ 60 - 48% open Β· ⏱️ 17.10.2020):

     git clone https://github.com/jealous/stockstats
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 48 Β· ⏱️ 17.10.2020):

     pip install stockstats
    
Enigma Catalyst (πŸ₯‰23 Β· ⭐ 2K) - An Algorithmic Trading Library for Crypto-Assets in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 600 Β· πŸ“¦ 22 Β· πŸ“‹ 500 - 27% open Β· ⏱️ 28.12.2020):

     git clone https://github.com/enigmampc/catalyst
    
  • PyPi (πŸ“₯ 890 / month Β· πŸ“¦ 2 Β· ⏱️ 11.11.2018):

     pip install enigma-catalyst
    
bt (πŸ₯‰22 Β· ⭐ 970) - bt - flexible backtesting for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 260 Β· πŸ“¦ 45 Β· πŸ“‹ 220 - 23% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pmorissette/bt
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 20 Β· ⏱️ 01.02.2021):

     pip install bt
    
TensorTrade (πŸ₯‰21 Β· ⭐ 3K) - An open source reinforcement learning framework for training,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 660 Β· πŸ“¦ 10 Β· πŸ“‹ 160 - 13% open Β· ⏱️ 13.02.2021):

     git clone https://github.com/tensortrade-org/tensortrade
    
  • PyPi (πŸ“₯ 710 / month Β· πŸ“¦ 1 Β· ⏱️ 20.12.2020):

     pip install tensortrade
    
Qlib (πŸ₯‰20 Β· ⭐ 4.4K Β· 🐣) - Qlib is an AI-oriented quantitative investment platform, which aims.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 670 Β· πŸ“₯ 220 Β· πŸ“‹ 140 - 55% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/microsoft/qlib
    
  • PyPi (πŸ“₯ 1.7K / month Β· ⏱️ 02.02.2021):

     pip install pyqlib
    
finmarketpy (πŸ₯‰20 Β· ⭐ 2.5K) - Python library for backtesting trading strategies & analyzing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 430 Β· πŸ“₯ 39 Β· πŸ“¦ 3 Β· πŸ“‹ 24 - 87% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/cuemacro/finmarketpy
    
  • PyPi (πŸ“₯ 63 / month Β· ⏱️ 25.01.2021):

     pip install finmarketpy
    
tf-quant-finance (πŸ₯‰19 Β· ⭐ 2.5K) - High-performance TensorFlow library for quantitative.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 310 Β· πŸ“¦ 4 Β· πŸ“‹ 22 - 50% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/google/tf-quant-finance
    
  • PyPi (πŸ“₯ 120 / month Β· ⏱️ 01.02.2021):

     pip install tf-quant-finance
    
Crypto Signals (πŸ₯‰18 Β· ⭐ 2.7K) - Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 720 Β· πŸ“‹ 230 - 17% open Β· ⏱️ 03.09.2020):

     git clone https://github.com/CryptoSignal/crypto-signal
    
  • Docker Hub (πŸ“₯ 42K Β· ⭐ 8 Β· ⏱️ 03.09.2020):

     docker pull shadowreaver/crypto-signal
    
Show 6 hidden projects...

Time Series Data

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Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.

Prophet (πŸ₯‡29 Β· ⭐ 12K) - Tool for producing high quality forecasts for time series data that has.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 3.5K Β· πŸ“₯ 550 Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 27.01.2021):

     git clone https://github.com/facebook/prophet
    
  • PyPi (πŸ“₯ 430K / month Β· πŸ“¦ 150 Β· ⏱️ 05.09.2020):

     pip install fbprophet
    
tsfresh (πŸ₯‡27 Β· ⭐ 5.4K) - Automatic extraction of relevant features from time series:. MIT
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 850 Β· πŸ“‹ 440 - 8% open Β· ⏱️ 28.01.2021):

     git clone https://github.com/blue-yonder/tsfresh
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 66 Β· ⏱️ 09.09.2020):

     pip install tsfresh
    
  • Conda (πŸ“₯ 29K Β· ⏱️ 10.09.2020):

     conda install -c conda-forge tsfresh
    
sktime (πŸ₯‡27 Β· ⭐ 3.6K) - A unified framework for machine learning with time series. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 450 Β· πŸ“₯ 53 Β· πŸ“¦ 110 Β· πŸ“‹ 370 - 33% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/alan-turing-institute/sktime
    
  • PyPi (πŸ“₯ 10K / month Β· ⏱️ 06.02.2021):

     pip install sktime
    
pmdarima (πŸ₯ˆ26 Β· ⭐ 820) - A statistical library designed to fill the void in Python's time series.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 150 Β· πŸ“¦ 760 Β· πŸ“‹ 230 - 7% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/alkaline-ml/pmdarima
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 12 Β· ⏱️ 02.12.2020):

     pip install pmdarima
    
tslearn (πŸ₯ˆ24 Β· ⭐ 1.5K) - A machine learning toolkit dedicated to time-series data. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 220 Β· πŸ“¦ 200 Β· πŸ“‹ 220 - 25% open Β· ⏱️ 25.01.2021):

     git clone https://github.com/tslearn-team/tslearn
    
  • PyPi (πŸ“₯ 51K / month Β· πŸ“¦ 22 Β· ⏱️ 25.01.2021):

     pip install tslearn
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 25.01.2021):

     conda install -c conda-forge tslearn
    
Streamz (πŸ₯ˆ24 Β· ⭐ 910) - Real-time stream processing for python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 110 Β· πŸ“¦ 190 Β· πŸ“‹ 220 - 41% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/python-streamz/streamz
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 16 Β· ⏱️ 14.01.2021):

     pip install streamz
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 15.01.2021):

     conda install -c conda-forge streamz
    
GluonTS (πŸ₯ˆ23 Β· ⭐ 1.8K) - Probabilistic time series modeling in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 370 Β· πŸ“‹ 540 - 33% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/awslabs/gluon-ts
    
  • PyPi (πŸ“₯ 13K / month Β· ⏱️ 18.02.2021):

     pip install gluonts
    
Darts (πŸ₯‰22 Β· ⭐ 740) - A python library for easy manipulation and forecasting of time series. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 96 Β· πŸ“¦ 12 Β· πŸ“‹ 68 - 30% open Β· ⏱️ 03.02.2021):

     git clone https://github.com/unit8co/darts
    
  • PyPi (πŸ“₯ 4.3K / month Β· ⏱️ 03.02.2021):

     pip install u8darts
    
  • Docker Hub (πŸ“₯ 100 Β· ⏱️ 03.02.2021):

     docker pull unit8/darts
    
STUMPY (πŸ₯‰20 Β· ⭐ 1.7K) - STUMPY is a powerful and scalable Python library for computing a Matrix.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 160 Β· πŸ“‹ 220 - 11% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/TDAmeritrade/stumpy
    
  • PyPi (πŸ“₯ 4.1K / month Β· ⏱️ 04.02.2021):

     pip install stumpy
    
  • Conda (πŸ“₯ 16K Β· ⏱️ 05.02.2021):

     conda install -c conda-forge stumpy
    
pyts (πŸ₯‰20 Β· ⭐ 880 Β· πŸ’€) - A Python package for time series classification. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 93 Β· πŸ“¦ 85 Β· πŸ“‹ 43 - 55% open Β· ⏱️ 30.04.2020):

     git clone https://github.com/johannfaouzi/pyts
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 4 Β· ⏱️ 21.03.2020):

     pip install pyts
    
  • Conda (πŸ“₯ 6.2K Β· ⏱️ 21.03.2020):

     conda install -c conda-forge pyts
    
seglearn (πŸ₯‰20 Β· ⭐ 430) - Python module for machine learning time series:. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 47 Β· πŸ“¦ 7 Β· πŸ“‹ 27 - 22% open Β· ⏱️ 16.01.2021):

     git clone https://github.com/dmbee/seglearn
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 1 Β· ⏱️ 17.01.2021):

     pip install seglearn
    
pytorch-forecasting (πŸ₯‰19 Β· ⭐ 800) - Time series forecasting with PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 90 Β· πŸ“‹ 140 - 29% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/jdb78/pytorch-forecasting
    
  • PyPi (πŸ“₯ 2.9K / month Β· ⏱️ 31.01.2021):

     pip install pytorch-forecasting
    
matrixprofile-ts (πŸ₯‰19 Β· ⭐ 610 Β· πŸ’€) - A Python library for detecting patterns and anomalies.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 92 Β· πŸ“¦ 12 Β· πŸ“‹ 53 - 35% open Β· ⏱️ 25.04.2020):

     git clone https://github.com/target/matrixprofile-ts
    
  • PyPi (πŸ“₯ 1.2K / month Β· ⏱️ 08.08.2019):

     pip install matrixprofile-ts
    
Auto TS (πŸ₯‰18 Β· ⭐ 180) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 35 Β· πŸ“‹ 31 - 25% open Β· ⏱️ 24.01.2021):

     git clone https://github.com/AutoViML/Auto_TS
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 24.01.2021):

     pip install auto-ts
    
ADTK (πŸ₯‰17 Β· ⭐ 600 Β· πŸ’€) - A Python toolkit for rule-based/unsupervised anomaly detection in time.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 77 Β· πŸ“‹ 52 - 42% open Β· ⏱️ 17.04.2020):

     git clone https://github.com/arundo/adtk
    
  • PyPi (πŸ“₯ 26K / month Β· ⏱️ 17.04.2020):

     pip install adtk
    
atspy (πŸ₯‰17 Β· ⭐ 340) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 64 Β· πŸ“¦ 3 Β· πŸ“‹ 19 - 89% open Β· ⏱️ 12.11.2020):

     git clone https://github.com/firmai/atspy
    
  • PyPi (πŸ“₯ 300 / month Β· ⏱️ 24.04.2020):

     pip install atspy
    
tick (πŸ₯‰17 Β· ⭐ 320 Β· πŸ’€) - Module for statistical learning, with a particular emphasis on time-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 74 Β· πŸ“₯ 160 Β· πŸ“¦ 30 Β· πŸ“‹ 210 - 25% open Β· ⏱️ 15.06.2020):

     git clone https://github.com/X-DataInitiative/tick
    
  • PyPi (πŸ“₯ 360 / month Β· πŸ“¦ 1 Β· ⏱️ 24.05.2020):

     pip install tick
    
Show 3 hidden projects...
  • PyFlux (πŸ₯ˆ23 Β· ⭐ 1.8K Β· πŸ’€) - Open source time series library for Python. BSD-3
  • luminol (πŸ₯ˆ23 Β· ⭐ 880 Β· πŸ’€) - Anomaly Detection and Correlation library. Apache-2
  • pydlm (πŸ₯‰21 Β· ⭐ 360 Β· πŸ’€) - A python library for Bayesian time series modeling. BSD-3

Medical Data

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Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.

Lifelines (πŸ₯‡29 Β· ⭐ 1.6K) - Survival analysis in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 410 Β· πŸ“¦ 510 Β· πŸ“‹ 780 - 24% open Β· ⏱️ 11.02.2021):

     git clone https://github.com/CamDavidsonPilon/lifelines
    
  • PyPi (πŸ“₯ 93K / month Β· πŸ“¦ 130 Β· ⏱️ 05.02.2021):

     pip install lifelines
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 08.02.2021):

     conda install -c conda-forge lifelines
    
Nilearn (πŸ₯‡29 Β· ⭐ 700) - Machine learning for NeuroImaging in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 380 Β· πŸ“¦ 900 Β· πŸ“‹ 1.5K - 24% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/nilearn/nilearn
    
  • PyPi (πŸ“₯ 6.6K / month Β· πŸ“¦ 300 Β· ⏱️ 12.11.2020):

     pip install nilearn
    
  • Conda (πŸ“₯ 82K Β· ⏱️ 12.11.2020):

     conda install -c conda-forge nilearn
    
NIPYPE (πŸ₯‡29 Β· ⭐ 550) - Workflows and interfaces for neuroimaging packages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 440 Β· πŸ“¦ 520 Β· πŸ“‹ 1.2K - 26% open Β· ⏱️ 08.12.2020):

     git clone https://github.com/nipy/nipype
    
  • PyPi (πŸ“₯ 7.5K / month Β· πŸ“¦ 190 Β· ⏱️ 28.11.2020):

     pip install nipype
    
  • Conda (πŸ“₯ 360K Β· ⏱️ 28.11.2020):

     conda install -c conda-forge nipype
    
NiBabel (πŸ₯‡29 Β· ⭐ 390) - Python package to access a cacophony of neuro-imaging file formats. MIT
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 210 Β· πŸ“¦ 3.7K Β· πŸ“‹ 400 - 28% open Β· ⏱️ 01.02.2021):

     git clone https://github.com/nipy/nibabel
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 1.3K Β· ⏱️ 28.11.2020):

     pip install nibabel
    
  • Conda (πŸ“₯ 310K Β· ⏱️ 29.11.2020):

     conda install -c conda-forge nibabel
    
MNE (πŸ₯ˆ27 Β· ⭐ 1.5K) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 860 Β· πŸ“¦ 840 Β· πŸ“‹ 3.5K - 9% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/mne-tools/mne-python
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 200 Β· ⏱️ 17.12.2020):

     pip install mne
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 20.12.2020):

     conda install -c conda-forge mne
    
DIPY (πŸ₯ˆ27 Β· ⭐ 390) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 310 Β· πŸ“¦ 340 Β· πŸ“‹ 730 - 21% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/dipy/dipy
    
  • PyPi (πŸ“₯ 4.2K / month Β· πŸ“¦ 94 Β· ⏱️ 05.11.2020):

     pip install dipy
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 14.11.2020):

     conda install -c conda-forge dipy
    
Hail (πŸ₯ˆ24 Β· ⭐ 700) - Scalable genomic data analysis. MIT
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 180 Β· πŸ“¦ 30 Β· πŸ“‹ 2.3K - 14% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/hail-is/hail
    
  • PyPi (πŸ“₯ 1.5K / month Β· ⏱️ 04.02.2021):

     pip install hail
    
NIPY (πŸ₯ˆ23 Β· ⭐ 290) - Neuroimaging in Python FMRI analysis package. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 120 Β· πŸ“‹ 150 - 28% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/nipy/nipy
    
  • PyPi (πŸ“₯ 500 / month Β· πŸ“¦ 82 Β· ⏱️ 19.02.2018):

     pip install nipy
    
  • Conda (πŸ“₯ 73K Β· ⏱️ 04.05.2020):

     conda install -c conda-forge nipy
    
MONAI (πŸ₯‰22 Β· ⭐ 1.8K) - AI Toolkit for Healthcare Imaging. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 310 Β· πŸ“‹ 710 - 11% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/Project-MONAI/MONAI
    
  • PyPi (πŸ“₯ 2.7K / month Β· ⏱️ 15.12.2020):

     pip install monai
    
DeepVariant (πŸ₯‰21 Β· ⭐ 2.2K) - DeepVariant is an analysis pipeline that uses a deep neural.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 530 Β· πŸ“₯ 3K Β· πŸ“‹ 390 - 0% open Β· ⏱️ 14.12.2020):

     git clone https://github.com/google/deepvariant
    
  • Conda (πŸ“₯ 27K Β· ⏱️ 05.09.2020):

     conda install -c bioconda deepvariant
    
NiftyNet (πŸ₯‰21 Β· ⭐ 1.3K Β· πŸ’€) - [unmaintained] An open-source convolutional neural.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 380 Β· πŸ“¦ 33 Β· πŸ“‹ 330 - 31% open Β· ⏱️ 21.04.2020):

     git clone https://github.com/NifTK/NiftyNet
    
  • PyPi (πŸ“₯ 88 / month Β· πŸ“¦ 1 Β· ⏱️ 10.10.2019):

     pip install niftynet
    
Brainiak (πŸ₯‰19 Β· ⭐ 230) - Brain Imaging Analysis Kit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 110 Β· πŸ“¦ 12 Β· πŸ“‹ 180 - 34% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/brainiak/brainiak
    
  • PyPi (πŸ“₯ 120 / month Β· πŸ“¦ 1 Β· ⏱️ 15.10.2020):

     pip install brainiak
    
  • Docker Hub (πŸ“₯ 490 Β· ⭐ 1 Β· ⏱️ 15.10.2020):

     docker pull brainiak/brainiak
    
Glow (πŸ₯‰19 Β· ⭐ 160) - An open-source toolkit for large-scale genomic analysis. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 40 Β· πŸ“‹ 71 - 23% open Β· ⏱️ 09.02.2021):

     git clone https://github.com/projectglow/glow
    
  • PyPi (πŸ“₯ 2.9K / month Β· ⏱️ 08.02.2021):

     pip install glow.py
    
Medical Detection Toolkit (πŸ₯‰12 Β· ⭐ 900 Β· πŸ’€) - The Medical Detection Toolkit contains 2D + 3D.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 230 Β· πŸ“‹ 110 - 24% open Β· ⏱️ 18.04.2020):

     git clone https://github.com/MIC-DKFZ/medicaldetectiontoolkit
    
MedicalNet (πŸ₯‰11 Β· ⭐ 1.1K) - Many studies have shown that the performance on deep learning is.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 280 Β· πŸ“‹ 57 - 75% open Β· ⏱️ 27.08.2020):

     git clone https://github.com/Tencent/MedicalNet
    
Show 4 hidden projects...
  • DLTK (πŸ₯‰20 Β· ⭐ 1.2K Β· πŸ’€) - Deep Learning Toolkit for Medical Image Analysis. Apache-2
  • MedPy (πŸ₯‰20 Β· ⭐ 310 Β· πŸ’€) - Medical image processing in Python. ❗️GPL-3.0
  • MedicalTorch (πŸ₯‰15 Β· ⭐ 710 Β· πŸ’€) - A medical imaging framework for Pytorch. Apache-2
  • DeepNeuro (πŸ₯‰14 Β· ⭐ 98 Β· πŸ’€) - A deep learning python package for neuroimaging data. Made by:. MIT

Optical Character Recognition

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Libraries for optical character recognition (OCR) and text extraction from images or videos.

Tesseract (πŸ₯‡30 Β· ⭐ 3.4K) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 500 Β· πŸ“‹ 250 - 2% open Β· ⏱️ 08.02.2021):

     git clone https://github.com/madmaze/pytesseract
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 1.4K Β· ⏱️ 15.12.2020):

     pip install pytesseract
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 20.11.2020):

     conda install -c conda-forge pytesseract
    
EasyOCR (πŸ₯‡27 Β· ⭐ 11K) - Ready-to-use OCR with 80+ supported languages and all popular writing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 1.1K Β· πŸ“₯ 180K Β· πŸ“¦ 120 Β· πŸ“‹ 270 - 37% open Β· ⏱️ 22.02.2021):

     git clone https://github.com/JaidedAI/EasyOCR
    
  • PyPi (πŸ“₯ 10K / month Β· ⏱️ 07.02.2021):

     pip install easyocr
    
OCRmyPDF (πŸ₯ˆ26 Β· ⭐ 3.9K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 430 Β· πŸ“¦ 120 Β· πŸ“‹ 670 - 13% open Β· ⏱️ 20.02.2021):

     git clone https://github.com/jbarlow83/OCRmyPDF
    
  • PyPi (πŸ“₯ 7.5K / month Β· πŸ“¦ 12 Β· ⏱️ 15.02.2021):

     pip install ocrmypdf
    
tesserocr (πŸ₯ˆ26 Β· ⭐ 1.4K) - A Python wrapper for the tesseract-ocr API. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 200 Β· πŸ“¦ 470 Β· πŸ“‹ 210 - 29% open Β· ⏱️ 18.01.2021):

     git clone https://github.com/sirfz/tesserocr
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 100 Β· ⏱️ 17.03.2020):

     pip install tesserocr
    
  • Conda (πŸ“₯ 36K Β· ⏱️ 13.01.2021):

     conda install -c conda-forge tesserocr
    
PaddleOCR (πŸ₯ˆ23 Β· ⭐ 11K) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 2.1K Β· πŸ“¦ 33 Β· πŸ“‹ 1.4K - 33% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/PaddlePaddle/PaddleOCR
    
  • PyPi (πŸ“₯ 930 / month Β· ⏱️ 18.12.2020):

     pip install paddleocr
    
attention-ocr (πŸ₯‰21 Β· ⭐ 840) - A Tensorflow model for text recognition (CNN + seq2seq with.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 230 Β· πŸ“¦ 15 Β· πŸ“‹ 140 - 12% open Β· ⏱️ 31.10.2020):

     git clone https://github.com/emedvedev/attention-ocr
    
  • PyPi (πŸ“₯ 120 / month Β· ⏱️ 19.04.2019):

     pip install aocr
    
keras-ocr (πŸ₯‰20 Β· ⭐ 770) - A packaged and flexible version of the CRAFT text detector and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 180 Β· πŸ“₯ 21K Β· πŸ“‹ 130 - 24% open Β· ⏱️ 26.11.2020):

     git clone https://github.com/faustomorales/keras-ocr
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 1 Β· ⏱️ 26.11.2020):

     pip install keras-ocr
    
doc2text (πŸ₯‰19 Β· ⭐ 1.2K) - Detect text blocks and OCR poorly scanned PDFs in bulk. Python module.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 91 Β· πŸ“¦ 32 Β· πŸ“‹ 21 - 57% open Β· ⏱️ 01.12.2020):

     git clone https://github.com/jlsutherland/doc2text
    
  • PyPi (πŸ“₯ 210 / month Β· ⏱️ 06.09.2016):

     pip install doc2text
    
calamari (πŸ₯‰19 Β· ⭐ 780) - Line based ATR Engine based on OCRopy. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 160 Β· πŸ“‹ 170 - 12% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/Calamari-OCR/calamari
    
  • PyPi (πŸ“₯ 370 / month Β· πŸ“¦ 2 Β· ⏱️ 13.11.2018):

     pip install calamari_ocr
    
Mozart (πŸ₯‰10 Β· ⭐ 230 Β· 🐣) - An optical music recognition (OMR) system. Converts sheet.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 36 Β· πŸ“‹ 2 - 50% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/aashrafh/Mozart
    
Show 1 hidden projects...
  • pdftabextract (πŸ₯‰20 Β· ⭐ 1.9K Β· πŸ’€) - A set of tools for extracting tables from PDF files.. Apache-2

Data Containers & Structures

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General-purpose data containers & structures as well as utilities & extensions for pandas.

numpy (πŸ₯‡42 Β· ⭐ 16K) - The fundamental package for scientific computing with Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 5.3K Β· πŸ“₯ 310K Β· πŸ“¦ 630K Β· πŸ“‹ 9.6K - 23% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/numpy/numpy
    
  • PyPi (πŸ“₯ 28M / month Β· πŸ“¦ 170K Β· ⏱️ 07.02.2021):

     pip install numpy
    
  • Conda (πŸ“₯ 17M Β· ⏱️ 10.02.2021):

     conda install -c conda-forge numpy
    
pandas (πŸ₯‡40 Β· ⭐ 29K) - Flexible and powerful data analysis / manipulation library for.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2.6K Β· πŸ”€ 12K Β· πŸ“₯ 97K Β· πŸ“‹ 20K - 18% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pandas-dev/pandas
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 77K Β· ⏱️ 09.02.2021):

     pip install pandas
    
  • Conda (πŸ“₯ 14M Β· ⏱️ 09.02.2021):

     conda install -c conda-forge pandas
    
h5py (πŸ₯‡36 Β· ⭐ 1.5K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 390 Β· πŸ“₯ 860 Β· πŸ“¦ 100K Β· πŸ“‹ 1.1K - 16% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/h5py/h5py
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 23K Β· ⏱️ 06.11.2020):

     pip install h5py
    
  • Conda (πŸ“₯ 4.7M Β· ⏱️ 01.01.2021):

     conda install -c conda-forge h5py
    
Arrow (πŸ₯ˆ35 Β· ⭐ 7.2K) - Apache Arrow is a cross-language development platform for in-memory.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 1.8K Β· πŸ“¦ 32 Β· πŸ“‹ 700 - 19% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/apache/arrow
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 990 Β· ⏱️ 26.01.2021):

     pip install pyarrow
    
  • Conda (πŸ“₯ 480K Β· ⏱️ 12.01.2021):

     conda install -c conda-forge arrow
    
xarray (πŸ₯ˆ32 Β· ⭐ 1.9K) - N-D labeled arrays and datasets in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 630 Β· πŸ“¦ 5.3K Β· πŸ“‹ 2.7K - 28% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/pydata/xarray
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 1.1K Β· ⏱️ 30.11.2020):

     pip install xarray
    
  • Conda (πŸ“₯ 2.5M Β· ⏱️ 01.12.2020):

     conda install -c conda-forge xarray
    
numexpr (πŸ₯ˆ31 Β· ⭐ 1.5K) - Fast numerical array expression evaluator for Python, NumPy, PyTables,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 160 Β· πŸ“‹ 300 - 17% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/pydata/numexpr
    
  • PyPi (πŸ“₯ 450K / month Β· πŸ“¦ 5.5K Β· ⏱️ 29.12.2020):

     pip install numexpr
    
  • Conda (πŸ“₯ 2.2M Β· ⏱️ 13.01.2021):

     conda install -c conda-forge numexpr
    
TinyDB (πŸ₯ˆ29 Β· ⭐ 4.1K) - TinyDB is a lightweight document oriented database optimized for your.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 370 Β· πŸ“‹ 250 - 3% open Β· ⏱️ 15.02.2021):

     git clone https://github.com/msiemens/tinydb
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 1.1K Β· ⏱️ 11.02.2021):

     pip install tinydb
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 11.02.2021):

     conda install -c conda-forge tinydb
    
Koalas (πŸ₯ˆ29 Β· ⭐ 2.7K) - Koalas: pandas API on Apache Spark. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 300 Β· πŸ“₯ 1K Β· πŸ“¦ 76 Β· πŸ“‹ 520 - 17% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/databricks/koalas
    
  • PyPi (πŸ“₯ 510K / month Β· πŸ“¦ 2 Β· ⏱️ 22.01.2021):

     pip install koalas
    
  • Conda (πŸ“₯ 78K Β· ⏱️ 22.01.2021):

     conda install -c conda-forge koalas
    
Bottleneck (πŸ₯ˆ29 Β· ⭐ 580) - Fast NumPy array functions written in C. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 65 Β· πŸ“¦ 19K Β· πŸ“‹ 200 - 12% open Β· ⏱️ 24.01.2021):

     git clone https://github.com/pydata/bottleneck
    
  • PyPi (πŸ“₯ 140K / month Β· πŸ“¦ 2.9K Β· ⏱️ 21.02.2020):

     pip install Bottleneck
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 21.01.2021):

     conda install -c conda-forge bottleneck
    
Modin (πŸ₯ˆ28 Β· ⭐ 5.7K) - Modin: Speed up your Pandas workflows by changing a single line of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 390 Β· πŸ“₯ 200K Β· πŸ“¦ 300 Β· πŸ“‹ 1.5K - 27% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/modin-project/modin
    
  • PyPi (πŸ“₯ 44K / month Β· πŸ“¦ 18 Β· ⏱️ 12.01.2021):

     pip install modin
    
PyTables (πŸ₯ˆ28 Β· ⭐ 1K) - A Python package to manage extremely large amounts of data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 180 Β· πŸ“₯ 120 Β· πŸ“‹ 600 - 26% open Β· ⏱️ 01.02.2021):

     git clone https://github.com/PyTables/PyTables
    
  • PyPi (πŸ“₯ 240K / month Β· πŸ“¦ 3.8K Β· ⏱️ 30.10.2019):

     pip install tables
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 14.01.2021):

     conda install -c conda-forge pytables
    
datasketch (πŸ₯‰27 Β· ⭐ 1.4K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 210 Β· πŸ“₯ 16 Β· πŸ“¦ 260 Β· πŸ“‹ 110 - 17% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/ekzhu/datasketch
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 86 Β· ⏱️ 23.12.2020):

     pip install datasketch
    
zarr (πŸ₯‰26 Β· ⭐ 640) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 110 Β· πŸ“¦ 570 Β· πŸ“‹ 410 - 43% open Β· ⏱️ 19.02.2021):

     git clone https://github.com/zarr-developers/zarr-python
    
  • PyPi (πŸ“₯ 32K / month Β· πŸ“¦ 72 Β· ⏱️ 02.12.2020):

     pip install zarr
    
  • Conda (πŸ“₯ 590K Β· ⏱️ 03.12.2020):

     conda install -c conda-forge zarr
    
swifter (πŸ₯‰25 Β· ⭐ 1.6K) - A package which efficiently applies any function to a pandas.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 72 Β· πŸ“¦ 290 Β· πŸ“‹ 91 - 16% open Β· ⏱️ 19.12.2020):

     git clone https://github.com/jmcarpenter2/swifter
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 32 Β· ⏱️ 11.10.2020):

     pip install swifter
    
  • Conda (πŸ“₯ 80K Β· ⏱️ 20.09.2020):

     conda install -c conda-forge swifter
    
bcolz (πŸ₯‰25 Β· ⭐ 910) - A columnar data container that can be compressed. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 120 Β· πŸ“¦ 1.5K Β· πŸ“‹ 250 - 50% open Β· ⏱️ 10.09.2020):

     git clone https://github.com/Blosc/bcolz
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 970 Β· ⏱️ 13.04.2018):

     pip install bcolz
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 05.11.2019):

     conda install -c conda-forge bcolz
    
Arctic (πŸ₯‰24 Β· ⭐ 2.2K) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 440 Β· πŸ“₯ 94 Β· πŸ“¦ 110 Β· πŸ“‹ 510 - 17% open Β· ⏱️ 26.01.2021):

     git clone https://github.com/man-group/arctic
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 42 Β· ⏱️ 01.12.2020):

     pip install arctic
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 16.12.2019):

     conda install -c conda-forge arctic
    
Vaex (πŸ₯‰23 Β· ⭐ 5.8K) - Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 450 Β· πŸ“₯ 200 Β· πŸ“‹ 700 - 43% open Β· ⏱️ 05.02.2021):

     git clone https://github.com/vaexio/vaex
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 4 Β· ⏱️ 27.01.2021):

     pip install vaex
    
  • Conda (πŸ“₯ 97K Β· ⏱️ 01.06.2020):

     conda install -c conda-forge vaex
    
PandaralΒ·lel (πŸ₯‰23 Β· ⭐ 1.4K) - A simple and efficient tool to parallelize Pandas.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 97 Β· πŸ“¦ 150 Β· πŸ“‹ 120 - 54% open Β· ⏱️ 04.02.2021):

     git clone https://github.com/nalepae/pandarallel
    
  • PyPi (πŸ“₯ 38K / month Β· ⏱️ 04.02.2021):

     pip install pandarallel
    
datatable (πŸ₯‰21 Β· ⭐ 1.1K) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 96 Β· πŸ“₯ 940 Β· πŸ“‹ 1.2K - 10% open Β· ⏱️ 23.02.2021):

     git clone https://github.com/h2oai/datatable
    
  • PyPi (πŸ“₯ 12K / month Β· πŸ“¦ 6 Β· ⏱️ 10.12.2020):

     pip install datatable
    
StaticFrame (πŸ₯‰20 Β· ⭐ 210) - Immutable and grow-only Pandas-like DataFrames with a more explicit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 20 Β· πŸ“¦ 6 Β· πŸ“‹ 280 - 9% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/InvestmentSystems/static-frame
    
  • PyPi (πŸ“₯ 640 / month Β· ⏱️ 19.02.2021):

     pip install static-frame
    
  • Conda (πŸ“₯ 66K Β· ⏱️ 20.02.2021):

     conda install -c conda-forge static-frame
    
fletcher (πŸ₯‰20 Β· ⭐ 210) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 32 Β· πŸ“₯ 12 Β· πŸ“¦ 3 Β· πŸ“‹ 73 - 45% open Β· ⏱️ 18.02.2021):

     git clone https://github.com/xhochy/fletcher
    
  • PyPi (πŸ“₯ 180 / month Β· ⏱️ 17.01.2021):

     pip install fletcher
    
  • Conda (πŸ“₯ 20K Β· ⏱️ 17.01.2021):

     conda install -c conda-forge fletcher
    
Bounter (πŸ₯‰17 Β· ⭐ 900) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 48 Β· πŸ“¦ 20 Β· πŸ“‹ 20 - 55% open Β· ⏱️ 16.08.2020):

     git clone https://github.com/RaRe-Technologies/bounter
    
  • PyPi (πŸ“₯ 130 / month Β· πŸ“¦ 14 Β· ⏱️ 17.08.2020):

     pip install bounter
    
PandaPy (πŸ₯‰14 Β· ⭐ 470) - PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 45 Β· πŸ“¦ 1 Β· πŸ“‹ 3 - 66% open Β· ⏱️ 12.11.2020):

     git clone https://github.com/firmai/pandapy
    
  • PyPi (πŸ“₯ 25 / month Β· ⏱️ 25.01.2020):

     pip install pandapy
    
Show 5 hidden projects...
  • Blaze (πŸ₯ˆ28 Β· ⭐ 2.9K Β· πŸ’€) - NumPy and Pandas interface to Big Data. BSD-3
  • sklearn-pandas (πŸ₯ˆ28 Β· ⭐ 2.3K) - Pandas integration with sklearn. ❗️Zlib
  • pandasql (πŸ₯‰22 Β· ⭐ 940 Β· πŸ’€) - sqldf for pandas. MIT
  • pickleDB (πŸ₯‰21 Β· ⭐ 540 Β· πŸ’€) - pickleDB is an open source key-value store using Python's json.. BSD-3
  • Pandas Summary (πŸ₯‰21 Β· ⭐ 360 Β· πŸ’€) - An extension to pandas dataframes describe function. MIT

Data Loading & Extraction

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Libraries for loading, collecting, and extracting data from a variety of data sources and formats.

Faker (πŸ₯‡36 Β· ⭐ 12K) - Faker is a Python package that generates fake data for you. MIT
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.4K Β· πŸ“¦ 24K Β· πŸ“‹ 490 - 27% open Β· ⏱️ 24.02.2021):

     git clone https://github.com/joke2k/faker
    
  • PyPi (πŸ“₯ 1.5M / month Β·