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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 890 awesome open-source projects with a total of 3.1M stars grouped into 33 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!


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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’» 3.9K Β· πŸ”€ 86K Β· πŸ“¦ 170K Β· πŸ“‹ 34K - 8% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/tensorflow/tensorflow
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 23K Β· ⏱️ 04.11.2021):

     pip install tensorflow
    
  • Conda (πŸ“₯ 2.9M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge tensorflow
    
  • Docker Hub (πŸ“₯ 62M Β· ⭐ 2K Β· ⏱️ 17.11.2021):

     docker pull tensorflow/tensorflow
    
PyTorch (πŸ₯‡39 Β· ⭐ 52K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 3K Β· πŸ”€ 14K Β· πŸ“₯ 300 Β· πŸ“‹ 26K - 39% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pytorch/pytorch
    
  • PyPi (πŸ“₯ 6.4M / month Β· πŸ“¦ 6.7K Β· ⏱️ 21.10.2021):

     pip install torch
    
  • Conda (πŸ“₯ 14M Β· ⏱️ 20.10.2021):

     conda install -c pytorch pytorch
    
scikit-learn (πŸ₯‡38 Β· ⭐ 48K) - scikit-learn: machine learning in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2.4K Β· πŸ”€ 22K Β· πŸ“₯ 750 Β· πŸ“¦ 280K Β· πŸ“‹ 9.7K - 25% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/scikit-learn/scikit-learn
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 38K Β· ⏱️ 25.10.2021):

     pip install scikit-learn
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 13.11.2021):

     conda install -c conda-forge scikit-learn
    
XGBoost (πŸ₯‡38 Β· ⭐ 22K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 8.2K Β· πŸ“₯ 3.4K Β· πŸ“¦ 24K Β· πŸ“‹ 4.3K - 7% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/dmlc/xgboost
    
  • PyPi (πŸ“₯ 8.8M / month Β· πŸ“¦ 1.6K Β· ⏱️ 17.10.2021):

     pip install xgboost
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 24.10.2021):

     conda install -c conda-forge xgboost
    
PySpark (πŸ₯‡37 Β· ⭐ 31K) - Apache Spark Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 2.6K Β· πŸ”€ 25K Β· ⏱️ 17.11.2021):

     git clone https://github.com/apache/spark
    
  • PyPi (πŸ“₯ 15M / month Β· πŸ“¦ 760 Β· ⏱️ 18.10.2021):

     pip install pyspark
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 18.10.2021):

     conda install -c conda-forge pyspark
    
LightGBM (πŸ₯‡36 Β· ⭐ 13K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 3.4K Β· πŸ“₯ 130K Β· πŸ“¦ 9.9K Β· πŸ“‹ 2.5K - 6% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/microsoft/LightGBM
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 560 Β· ⏱️ 27.10.2021):

     pip install lightgbm
    
  • Conda (πŸ“₯ 800K Β· ⏱️ 14.11.2021):

     conda install -c conda-forge lightgbm
    
pytorch-lightning (πŸ₯ˆ35 Β· ⭐ 16K) - The lightweight PyTorch wrapper for high-performance.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 570 Β· πŸ”€ 2K Β· πŸ“₯ 4.7K Β· πŸ“¦ 5.5K Β· πŸ“‹ 4.2K - 9% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PyTorchLightning/pytorch-lightning
    
  • PyPi (πŸ“₯ 720K / month Β· πŸ“¦ 14 Β· ⏱️ 16.11.2021):

     pip install pytorch-lightning
    
  • Conda (πŸ“₯ 380K Β· ⏱️ 16.11.2021):

     conda install -c conda-forge pytorch-lightning
    
Theano (πŸ₯ˆ35 Β· ⭐ 9.5K Β· πŸ’€) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 380 Β· πŸ”€ 2.5K Β· πŸ“¦ 12K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 13.04.2021):

     git clone https://github.com/Theano/Theano
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 5.5K Β· ⏱️ 27.07.2020):

     pip install theano
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 10.11.2021):

     conda install -c conda-forge theano
    
Thinc (πŸ₯ˆ34 Β· ⭐ 2.4K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 220 Β· πŸ“¦ 17K Β· πŸ“‹ 120 - 15% open Β· ⏱️ 08.11.2021):

     git clone https://github.com/explosion/thinc
    
  • PyPi (πŸ“₯ 3.9M / month Β· πŸ“¦ 1.1K Β· ⏱️ 05.11.2021):

     pip install thinc
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 29.10.2021):

     conda install -c conda-forge thinc
    
Fastai (πŸ₯ˆ33 Β· ⭐ 22K) - The fastai deep learning library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 7.1K Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 07.11.2021):

     git clone https://github.com/fastai/fastai
    
  • PyPi (πŸ“₯ 490K / month Β· πŸ“¦ 370 Β· ⏱️ 23.10.2021):

     pip install fastai
    
MXNet (πŸ₯ˆ33 Β· ⭐ 20K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 970 Β· πŸ”€ 6.9K Β· πŸ“₯ 24K Β· πŸ“‹ 9.6K - 20% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/apache/incubator-mxnet
    
  • PyPi (πŸ“₯ 680K / month Β· πŸ“¦ 440 Β· ⏱️ 31.03.2021):

     pip install mxnet
    
  • Conda (πŸ“₯ 6.7K Β· ⏱️ 29.02.2020):

     conda install -c anaconda mxnet
    
StatsModels (πŸ₯ˆ33 Β· ⭐ 6.8K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 340 Β· πŸ”€ 2.4K Β· πŸ“₯ 26 Β· πŸ“¦ 53K Β· πŸ“‹ 4.6K - 47% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/statsmodels/statsmodels
    
  • PyPi (πŸ“₯ 7M / month Β· πŸ“¦ 6.7K Β· ⏱️ 12.11.2021):

     pip install statsmodels
    
  • Conda (πŸ“₯ 5.3M Β· ⏱️ 13.11.2021):

     conda install -c conda-forge statsmodels
    
PaddlePaddle (πŸ₯ˆ32 Β· ⭐ 17K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 4.1K Β· πŸ“₯ 15K Β· πŸ“¦ 77 Β· πŸ“‹ 15K - 19% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PaddlePaddle/Paddle
    
  • PyPi (πŸ“₯ 71K / month Β· πŸ“¦ 16 Β· ⏱️ 03.11.2021):

     pip install paddlepaddle
    
Keras (πŸ₯ˆ31 Β· ⭐ 53K) - Deep Learning for humans. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1K Β· πŸ”€ 19K Β· πŸ“‹ 11K - 2% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/keras-team/keras
    
  • PyPi (πŸ“₯ 7.1M / month Β· ⏱️ 03.11.2021):

     pip install keras
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 17.11.2021):

     conda install -c conda-forge keras
    
jax (πŸ₯ˆ31 Β· ⭐ 15K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 340 Β· πŸ”€ 1.4K Β· πŸ“¦ 2.9K Β· πŸ“‹ 2.9K - 32% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/google/jax
    
  • PyPi (πŸ“₯ 5.3M / month Β· πŸ“¦ 46 Β· ⏱️ 10.11.2021):

     pip install jax
    
  • Conda (πŸ“₯ 230K Β· ⏱️ 12.11.2021):

     conda install -c conda-forge jaxlib
    
Catboost (πŸ₯ˆ31 Β· ⭐ 6.2K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 910 Β· πŸ”€ 940 Β· πŸ“₯ 68K Β· πŸ“‹ 1.7K - 18% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/catboost/catboost
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 160 Β· ⏱️ 04.11.2021):

     pip install catboost
    
  • Conda (πŸ“₯ 860K Β· ⏱️ 09.11.2021):

     conda install -c conda-forge catboost
    
Chainer (πŸ₯ˆ31 Β· ⭐ 5.6K) - A flexible framework of neural networks for deep learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.4K Β· πŸ“¦ 2.4K Β· πŸ“‹ 2K - 0% open Β· ⏱️ 10.06.2021):

     git clone https://github.com/chainer/chainer
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 740 Β· ⏱️ 10.06.2021):

     pip install chainer
    
Jina (πŸ₯ˆ30 Β· ⭐ 12K) - Cloud-native neural search framework for kind of data. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.6K Β· πŸ“¦ 180 Β· πŸ“‹ 1.2K - 6% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/jina-ai/jina
    
  • PyPi (πŸ“₯ 19K / month Β· ⏱️ 17.11.2021):

     pip install jina
    
  • Docker Hub (πŸ“₯ 960K Β· ⭐ 6 Β· ⏱️ 17.11.2021):

     docker pull jinaai/jina
    
einops (πŸ₯ˆ30 Β· ⭐ 3.9K Β· πŸ“ˆ) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 150 Β· πŸ“¦ 1.4K Β· πŸ“‹ 83 - 36% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/arogozhnikov/einops
    
  • PyPi (πŸ“₯ 5.1M / month Β· πŸ“¦ 10 Β· ⏱️ 31.08.2021):

     pip install einops
    
  • Conda (πŸ“₯ 8.7K Β· ⏱️ 31.08.2021):

     conda install -c conda-forge einops
    
PyFlink (πŸ₯ˆ29 Β· ⭐ 18K) - Apache Flink Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.4K Β· πŸ”€ 9.8K Β· ⏱️ 17.11.2021):

     git clone https://github.com/apache/flink
    
  • PyPi (πŸ“₯ 8K / month Β· ⏱️ 29.09.2021):

     pip install apache-flink
    
TFlearn (πŸ₯ˆ29 Β· ⭐ 9.6K Β· πŸ’€) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 2.4K Β· πŸ“¦ 3.6K Β· πŸ“‹ 920 - 60% open Β· ⏱️ 30.11.2020):

     git clone https://github.com/tflearn/tflearn
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 960 Β· ⏱️ 11.11.2020):

     pip install tflearn
    
Vowpal Wabbit (πŸ₯ˆ29 Β· ⭐ 7.8K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.8K Β· πŸ“‹ 1.1K - 15% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/VowpalWabbit/vowpal_wabbit
    
  • PyPi (πŸ“₯ 44K / month Β· πŸ“¦ 16 Β· ⏱️ 14.07.2021):

     pip install vowpalwabbit
    
tensorpack (πŸ₯ˆ29 Β· ⭐ 6.1K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 1.8K Β· πŸ“₯ 130 Β· πŸ“¦ 900 Β· πŸ“‹ 1.3K - 0% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/tensorpack/tensorpack
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 76 Β· ⏱️ 22.01.2021):

     pip install tensorpack
    
Ignite (πŸ₯ˆ29 Β· ⭐ 3.8K) - High-level library to help with training and evaluating neural.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 510 Β· πŸ“‹ 970 - 14% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/pytorch/ignite
    
  • PyPi (πŸ“₯ 84K / month Β· πŸ“¦ 62 Β· ⏱️ 17.11.2021):

     pip install pytorch-ignite
    
  • Conda (πŸ“₯ 73K Β· ⏱️ 19.10.2021):

     conda install -c pytorch ignite
    
dyNET (πŸ₯‰28 Β· ⭐ 3.3K Β· πŸ’€) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 700 Β· πŸ“₯ 4.1K Β· πŸ“¦ 190 Β· πŸ“‹ 920 - 28% open Β· ⏱️ 27.01.2021):

     git clone https://github.com/clab/dynet
    
  • PyPi (πŸ“₯ 21K / month Β· πŸ“¦ 38 Β· ⏱️ 21.10.2020):

     pip install dyNET
    
Flax (πŸ₯‰28 Β· ⭐ 2.3K) - Flax is a neural network library for JAX that is designed for.. Apache-2 jax
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 270 Β· πŸ“₯ 28 Β· πŸ“¦ 500 Β· πŸ“‹ 430 - 38% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/google/flax
    
  • PyPi (πŸ“₯ 5.1M / month Β· πŸ“¦ 6 Β· ⏱️ 27.10.2021):

     pip install flax
    
Sonnet (πŸ₯‰27 Β· ⭐ 9.1K Β· πŸ“‰) - TensorFlow-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 1.3K Β· πŸ“¦ 710 Β· πŸ“‹ 170 - 13% open Β· ⏱️ 17.10.2021):

     git clone https://github.com/deepmind/sonnet
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 82 Β· ⏱️ 27.03.2020):

     pip install dm-sonnet
    
  • Conda (πŸ“₯ 12K Β· ⏱️ 14.11.2020):

     conda install -c conda-forge sonnet
    
skorch (πŸ₯‰27 Β· ⭐ 4.2K) - A scikit-learn compatible neural network library that wraps.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 300 Β· πŸ“¦ 410 Β· πŸ“‹ 420 - 13% open Β· ⏱️ 09.11.2021):

     git clone https://github.com/skorch-dev/skorch
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 26 Β· ⏱️ 31.10.2021):

     pip install skorch
    
  • Conda (πŸ“₯ 480K Β· ⏱️ 24.03.2021):

     conda install -c conda-forge skorch
    
Turi Create (πŸ₯‰26 Β· ⭐ 10K) - Turi Create simplifies the development of custom machine learning.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 1.1K Β· πŸ“₯ 4.9K Β· πŸ“¦ 280 Β· πŸ“‹ 1.8K - 27% open Β· ⏱️ 21.09.2021):

     git clone https://github.com/apple/turicreate
    
  • PyPi (πŸ“₯ 25K / month Β· πŸ“¦ 34 Β· ⏱️ 30.09.2020):

     pip install turicreate
    
ktrain (πŸ₯‰26 Β· ⭐ 920) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 220 Β· πŸ“¦ 240 Β· πŸ“‹ 370 - 1% open Β· ⏱️ 05.11.2021):

     git clone https://github.com/amaiya/ktrain
    
  • PyPi (πŸ“₯ 30K / month Β· πŸ“¦ 2 Β· ⏱️ 05.11.2021):

     pip install ktrain
    
Ludwig (πŸ₯‰25 Β· ⭐ 8K) - Data-centric declarative deep learning framework. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 950 Β· πŸ“¦ 97 Β· πŸ“‹ 630 - 25% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/ludwig-ai/ludwig
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 12 Β· ⏱️ 15.06.2021):

     pip install ludwig
    
mlpack (πŸ₯‰25 Β· ⭐ 3.8K) - mlpack: a scalable C++ machine learning library --. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 1.4K Β· πŸ“‹ 1.4K - 7% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/mlpack/mlpack
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 28.10.2020):

     pip install mlpack
    
  • Conda (πŸ“₯ 94K Β· ⏱️ 09.11.2021):

     conda install -c conda-forge mlpack
    
Neural Network Libraries (πŸ₯‰25 Β· ⭐ 2.5K) - Neural Network Libraries. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 300 Β· πŸ“₯ 530 Β· πŸ“‹ 74 - 41% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/sony/nnabla
    
  • PyPi (πŸ“₯ 3.6K / month Β· πŸ“¦ 34 Β· ⏱️ 21.10.2021):

     pip install nnabla
    
tensorflow-upstream (πŸ₯‰25 Β· ⭐ 570) - TensorFlow ROCm port. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3.9K Β· πŸ”€ 66 Β· πŸ“₯ 17 Β· πŸ“‹ 320 - 17% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
    
  • PyPi (πŸ“₯ 1.7K / month Β· ⏱️ 14.10.2021):

     pip install tensorflow-rocm
    
fklearn (πŸ₯‰23 Β· ⭐ 1.4K) - fklearn: Functional Machine Learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 150 Β· πŸ“¦ 10 Β· πŸ“‹ 40 - 47% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/nubank/fklearn
    
  • PyPi (πŸ“₯ 3.4K / month Β· ⏱️ 29.10.2021):

     pip install fklearn
    
SHOGUN (πŸ₯‰22 Β· ⭐ 2.9K Β· πŸ’€) - Unified and efficient Machine Learning. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 1K Β· πŸ“‹ 1.5K - 28% open Β· ⏱️ 08.12.2020):

     git clone https://github.com/shogun-toolbox/shogun
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 25.06.2018):

     conda install -c conda-forge shogun
    
  • Docker Hub (πŸ“₯ 1.5K Β· ⭐ 1 Β· ⏱️ 31.01.2019):

     docker pull shogun/shogun
    
Neural Tangents (πŸ₯‰21 Β· ⭐ 1.6K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 180 Β· πŸ“₯ 160 Β· πŸ“¦ 26 Β· πŸ“‹ 100 - 30% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/google/neural-tangents
    
  • PyPi (πŸ“₯ 560 / month Β· ⏱️ 17.11.2021):

     pip install neural-tangents
    
Objax (πŸ₯‰21 Β· ⭐ 660) - Objax is a machine learning framework that provides an Object.. Apache-2 jax
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 56 Β· πŸ“¦ 17 Β· πŸ“‹ 96 - 41% open Β· ⏱️ 20.09.2021):

     git clone https://github.com/google/objax
    
  • PyPi (πŸ“₯ 6.5K / month Β· ⏱️ 01.04.2021):

     pip install objax
    
mace (πŸ₯‰20 Β· ⭐ 4.5K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 770 Β· πŸ“₯ 1.4K Β· πŸ“‹ 650 - 6% open Β· ⏱️ 09.11.2021):

     git clone https://github.com/XiaoMi/mace
    
Haiku (πŸ₯‰20 Β· ⭐ 1.5K) - JAX-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 110 Β· πŸ“¦ 250 Β· πŸ“‹ 120 - 26% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/deepmind/dm-haiku
    
ThunderSVM (πŸ₯‰19 Β· ⭐ 1.3K Β· πŸ’€) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 180 Β· πŸ“₯ 2.3K Β· πŸ“‹ 200 - 27% open Β· ⏱️ 10.02.2021):

     git clone https://github.com/Xtra-Computing/thundersvm
    
  • PyPi (πŸ“₯ 570 / month Β· ⏱️ 13.03.2020):

     pip install thundersvm
    
Torchbearer (πŸ₯‰19 Β· ⭐ 610 Β· πŸ’€) - torchbearer: A model fitting library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 68 Β· πŸ“¦ 54 Β· πŸ“‹ 240 - 3% open Β· ⏱️ 26.03.2021):

     git clone https://github.com/pytorchbearer/torchbearer
    
  • PyPi (πŸ“₯ 900 / month Β· πŸ“¦ 6 Β· ⏱️ 31.01.2020):

     pip install torchbearer
    
NeoML (πŸ₯‰16 Β· ⭐ 660) - Machine learning framework for both deep learning and traditional.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 97 Β· πŸ“‹ 50 - 56% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/neoml-lib/neoml
    
ThunderGBM (πŸ₯‰15 Β· ⭐ 610 Β· πŸ’€) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 80 Β· πŸ“‹ 57 - 49% open Β· ⏱️ 05.01.2021):

     git clone https://github.com/Xtra-Computing/thundergbm
    
  • PyPi (πŸ“₯ 82 / month Β· ⏱️ 01.05.2020):

     pip install thundergbm
    
Show 11 hidden projects...
  • dlib (πŸ₯ˆ33 Β· ⭐ 11K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • CNTK (πŸ₯‰26 Β· ⭐ 17K Β· πŸ’€) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
  • NuPIC (πŸ₯‰24 Β· ⭐ 6.3K Β· πŸ’€) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0
  • Lasagne (πŸ₯‰24 Β· ⭐ 3.8K Β· πŸ’€) - Lightweight library to build and train neural networks in Theano. MIT
  • xLearn (πŸ₯‰24 Β· ⭐ 3K Β· πŸ’€) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
  • NeuPy (πŸ₯‰23 Β· ⭐ 690 Β· πŸ’€) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
  • MindsDB (πŸ₯‰21 Β· ⭐ 4.1K) - Predictive AI layer for existing databases. ❗️GPL-3.0
  • chefboost (πŸ₯‰20 Β· ⭐ 280) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
  • neon (πŸ₯‰19 Β· ⭐ 3.9K Β· πŸ’€) - Intel Nervana reference deep learning framework committed to best.. Apache-2
  • elegy (πŸ₯‰17 Β· ⭐ 290) - A High Level API for Deep Learning in JAX. MIT jax
  • StarSpace (πŸ₯‰13 Β· ⭐ 3.7K 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₯‡38 Β· ⭐ 15K Β· πŸ“‰) - matplotlib: plotting with Python. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 6.2K Β· πŸ“¦ 460K Β· πŸ“‹ 8.3K - 20% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/matplotlib/matplotlib
    
  • PyPi (πŸ“₯ 29M / month Β· πŸ“¦ 79K Β· ⏱️ 16.11.2021):

     pip install matplotlib
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 13.11.2021):

     conda install -c conda-forge matplotlib
    
Seaborn (πŸ₯‡38 Β· ⭐ 8.9K) - Statistical data visualization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.5K Β· πŸ“₯ 210 Β· πŸ“¦ 120K Β· πŸ“‹ 1.9K - 5% open Β· ⏱️ 31.10.2021):

     git clone https://github.com/mwaskom/seaborn
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 13K Β· ⏱️ 16.08.2021):

     pip install seaborn
    
  • Conda (πŸ“₯ 3.1M Β· ⏱️ 16.08.2021):

     conda install -c conda-forge seaborn
    
Plotly (πŸ₯‡36 Β· ⭐ 11K) - The interactive graphing library for Python (includes Plotly Express). MIT
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 5 Β· πŸ“‹ 2.2K - 46% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/plotly/plotly.py
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 5K Β· ⏱️ 15.11.2021):

     pip install plotly
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 15.11.2021):

     conda install -c conda-forge plotly
    
  • NPM (πŸ“₯ 55K / month Β· πŸ“¦ 4 Β· ⏱️ 12.01.2021):

     npm install plotlywidget
    
pandas-profiling (πŸ₯‡34 Β· ⭐ 8.2K) - Create HTML profiling reports from pandas DataFrame.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 1.2K Β· πŸ“¦ 5.8K Β· πŸ“‹ 520 - 17% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pandas-profiling/pandas-profiling
    
  • PyPi (πŸ“₯ 6.4M / month Β· πŸ“¦ 160 Β· ⏱️ 27.09.2021):

     pip install pandas-profiling
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 28.09.2021):

     conda install -c conda-forge pandas-profiling
    
Bokeh (πŸ₯‡33 Β· ⭐ 16K) - Interactive Data Visualization in the browser, from Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 580 Β· πŸ”€ 3.8K Β· πŸ“¦ 41K Β· πŸ“‹ 6.8K - 10% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/bokeh/bokeh
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 5.9K Β· ⏱️ 28.10.2021):

     pip install bokeh
    
  • Conda (πŸ“₯ 6M Β· ⏱️ 12.11.2021):

     conda install -c conda-forge bokeh
    
dash (πŸ₯‡33 Β· ⭐ 15K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 1.6K Β· πŸ“¦ 150 Β· πŸ“‹ 1.2K - 46% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/plotly/dash
    
  • PyPi (πŸ“₯ 870K / month Β· πŸ“¦ 1.6K Β· ⏱️ 04.09.2021):

     pip install dash
    
  • Conda (πŸ“₯ 320K Β· ⏱️ 21.09.2021):

     conda install -c conda-forge dash
    
Altair (πŸ₯‡33 Β· ⭐ 7.1K) - Declarative statistical visualization library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 630 Β· πŸ“¦ 18K Β· πŸ“‹ 1.6K - 15% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/altair-viz/altair
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 370 Β· ⏱️ 01.04.2020):

     pip install altair
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 01.04.2020):

     conda install -c conda-forge altair
    
pyecharts (πŸ₯ˆ32 Β· ⭐ 12K) - Python Echarts Plotting Library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 2.6K Β· πŸ“¦ 1.9K Β· πŸ“‹ 1.5K - 1% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/pyecharts/pyecharts
    
  • PyPi (πŸ“₯ 75K / month Β· πŸ“¦ 280 Β· ⏱️ 16.11.2021):

     pip install pyecharts
    
UMAP (πŸ₯ˆ32 Β· ⭐ 5.2K) - Uniform Manifold Approximation and Projection. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 580 Β· πŸ“¦ 4K Β· πŸ“‹ 590 - 51% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/lmcinnes/umap
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 230 Β· ⏱️ 29.10.2021):

     pip install umap-learn
    
wordcloud (πŸ₯ˆ31 Β· ⭐ 8.4K) - A little word cloud generator in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 2.1K Β· πŸ“‹ 470 - 23% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/amueller/word_cloud
    
  • PyPi (πŸ“₯ 710K / month Β· πŸ“¦ 1.1K Β· ⏱️ 11.11.2020):

     pip install wordcloud
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge wordcloud
    
Graphviz (πŸ₯ˆ31 Β· ⭐ 1.1K) - Simple Python interface for Graphviz. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 160 Β· πŸ“¦ 26K Β· πŸ“‹ 120 - 5% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/xflr6/graphviz
    
  • PyPi (πŸ“₯ 8.4M / month Β· πŸ“¦ 4.4K Β· ⏱️ 15.11.2021):

     pip install graphviz
    
PyQtGraph (πŸ₯ˆ30 Β· ⭐ 2.6K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 900 Β· πŸ“‹ 970 - 31% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pyqtgraph/pyqtgraph
    
  • PyPi (πŸ“₯ 89K / month Β· πŸ“¦ 890 Β· ⏱️ 11.10.2021):

     pip install pyqtgraph
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 11.10.2021):

     conda install -c conda-forge pyqtgraph
    
missingno (πŸ₯ˆ29 Β· ⭐ 3K) - Missing data visualization module for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 380 Β· πŸ“¦ 5.4K Β· πŸ“‹ 110 - 8% open Β· ⏱️ 04.07.2021):

     git clone https://github.com/ResidentMario/missingno
    
  • PyPi (πŸ“₯ 750K / month Β· πŸ“¦ 150 Β· ⏱️ 04.07.2021):

     pip install missingno
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 15.02.2020):

     conda install -c conda-forge missingno
    
datashader (πŸ₯ˆ29 Β· ⭐ 2.7K) - Quickly and accurately render even the largest data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 330 Β· πŸ“¦ 870 Β· πŸ“‹ 480 - 26% open Β· ⏱️ 03.11.2021):

     git clone https://github.com/holoviz/datashader
    
  • PyPi (πŸ“₯ 46K / month Β· πŸ“¦ 70 Β· ⏱️ 09.06.2021):

     pip install datashader
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 10.06.2021):

     conda install -c conda-forge datashader
    
Cufflinks (πŸ₯ˆ29 Β· ⭐ 2.4K Β· πŸ’€) - Productivity Tools for Plotly + Pandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 550 Β· πŸ“¦ 4.7K Β· πŸ“‹ 200 - 39% open Β· ⏱️ 25.02.2021):

     git clone https://github.com/santosjorge/cufflinks
    
  • PyPi (πŸ“₯ 280K / month Β· πŸ“¦ 230 Β· ⏱️ 01.03.2020):

     pip install cufflinks
    
HoloViews (πŸ₯ˆ29 Β· ⭐ 2K) - With Holoviews, your data visualizes itself. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 330 Β· πŸ“‹ 2.7K - 29% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/holoviz/holoviews
    
  • PyPi (πŸ“₯ 270K / month Β· πŸ“¦ 170 Β· ⏱️ 17.09.2021):

     pip install holoviews
    
  • Conda (πŸ“₯ 610K Β· ⏱️ 17.09.2021):

     conda install -c conda-forge holoviews
    
  • NPM (πŸ“₯ 3.7K / month Β· ⏱️ 24.05.2020):

     npm install @pyviz/jupyterlab_pyviz
    
bqplot (πŸ₯ˆ28 Β· ⭐ 3.2K) - Plotting library for IPython/Jupyter notebooks. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 440 Β· πŸ“¦ 28 Β· πŸ“‹ 570 - 38% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/bqplot/bqplot
    
  • PyPi (πŸ“₯ 65K / month Β· πŸ“¦ 110 Β· ⏱️ 01.10.2021):

     pip install bqplot
    
  • Conda (πŸ“₯ 890K Β· ⏱️ 01.10.2021):

     conda install -c conda-forge bqplot
    
  • NPM (πŸ“₯ 16K / month Β· πŸ“¦ 10 Β· ⏱️ 01.10.2021):

     npm install bqplot
    
data-validation (πŸ₯ˆ28 Β· ⭐ 590) - Library for exploring and validating machine learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 110 Β· πŸ“₯ 290 Β· πŸ“¦ 350 Β· πŸ“‹ 150 - 25% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/tensorflow/data-validation
    
  • PyPi (πŸ“₯ 8.9M / month Β· πŸ“¦ 18 Β· ⏱️ 27.10.2021):

     pip install tensorflow-data-validation
    
Perspective (πŸ₯ˆ27 Β· ⭐ 3.9K) - A data visualization and analytics component, especially.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 410 Β· πŸ“¦ 220 Β· πŸ“‹ 460 - 13% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/finos/perspective
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 8 Β· ⏱️ 02.11.2021):

     pip install perspective-python
    
  • NPM (πŸ“₯ 1.7K / month Β· ⏱️ 31.10.2021):

     npm install @finos/perspective-jupyterlab
    
PyVista (πŸ₯ˆ27 Β· ⭐ 1K) - 3D plotting and mesh analysis through a streamlined interface for the.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 190 Β· πŸ“₯ 370 Β· πŸ“¦ 520 Β· πŸ“‹ 600 - 30% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/pyvista/pyvista
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 26 Β· ⏱️ 11.09.2021):

     pip install pyvista
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 12.09.2021):

     conda install -c conda-forge pyvista
    
hvPlot (πŸ₯ˆ27 Β· ⭐ 470) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 60 Β· πŸ“¦ 900 Β· πŸ“‹ 400 - 34% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/holoviz/hvplot
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 30 Β· ⏱️ 23.07.2021):

     pip install hvplot
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 23.07.2021):

     conda install -c conda-forge hvplot
    
D-Tale (πŸ₯‰26 Β· ⭐ 2.8K) - Visualizer for pandas data structures. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 220 Β· πŸ“¦ 260 Β· πŸ“‹ 430 - 8% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/man-group/dtale
    
  • PyPi (πŸ“₯ 56K / month Β· ⏱️ 16.11.2021):

     pip install dtale
    
  • Conda (πŸ“₯ 96K Β· ⏱️ 16.11.2021):

     conda install -c conda-forge dtale
    
VisPy (πŸ₯‰26 Β· ⭐ 2.8K) - High-performance interactive 2D/3D data visualization library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 580 Β· πŸ“¦ 630 Β· πŸ“‹ 1.3K - 26% open Β· ⏱️ 10.11.2021):

     git clone https://github.com/vispy/vispy
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 120 Β· ⏱️ 27.10.2021):

     pip install vispy
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge vispy
    
  • NPM (πŸ“₯ 13 / month Β· ⏱️ 15.03.2020):

     npm install vispy
    
Facets Overview (πŸ₯‰25 Β· ⭐ 6.7K) - Visualizations for machine learning datasets. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 830 Β· πŸ“¦ 76 Β· πŸ“‹ 150 - 50% open Β· ⏱️ 06.05.2021):

     git clone https://github.com/pair-code/facets
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 6 Β· ⏱️ 24.07.2019):

     pip install facets-overview
    
HyperTools (πŸ₯‰25 Β· ⭐ 1.7K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 150 Β· πŸ“₯ 4 Β· πŸ“¦ 150 Β· πŸ“‹ 190 - 35% open Β· ⏱️ 19.07.2021):

     git clone https://github.com/ContextLab/hypertools
    
  • PyPi (πŸ“₯ 1.3K / month Β· πŸ“¦ 9 Β· ⏱️ 15.06.2021):

     pip install hypertools
    
pythreejs (πŸ₯‰25 Β· ⭐ 770 Β· πŸ’€) - A Jupyter - Three.js bridge. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 160 Β· πŸ“¦ 19 Β· πŸ“‹ 210 - 31% open Β· ⏱️ 26.02.2021):

     git clone https://github.com/jupyter-widgets/pythreejs
    
  • PyPi (πŸ“₯ 40K / month Β· πŸ“¦ 26 Β· ⏱️ 26.02.2021):

     pip install pythreejs
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 02.03.2021):

     conda install -c conda-forge pythreejs
    
  • NPM (πŸ“₯ 6.4K / month Β· πŸ“¦ 8 Β· ⏱️ 26.02.2021):

     npm install jupyter-threejs
    
Chartify (πŸ₯‰24 Β· ⭐ 3K Β· πŸ’€) - Python library that makes it easy for data scientists to create.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 270 Β· πŸ“¦ 58 Β· πŸ“‹ 72 - 58% open Β· ⏱️ 05.02.2021):

     git clone https://github.com/spotify/chartify
    
  • PyPi (πŸ“₯ 2.3K / month Β· πŸ“¦ 5 Β· ⏱️ 02.11.2020):

     pip install chartify
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 07.11.2020):

     conda install -c conda-forge chartify
    
PandasGUI (πŸ₯‰24 Β· ⭐ 2.5K) - A GUI for Pandas DataFrames. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 150 Β· πŸ“¦ 110 Β· πŸ“‹ 140 - 22% open Β· ⏱️ 25.09.2021):

     git clone https://github.com/adamerose/pandasgui
    
  • PyPi (πŸ“₯ 6.5K / month Β· πŸ“¦ 2 Β· ⏱️ 14.08.2021):

     pip install pandasgui
    
openTSNE (πŸ₯‰24 Β· ⭐ 910) - Extensible, parallel implementations of t-SNE. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 99 Β· πŸ“¦ 260 Β· πŸ“‹ 97 - 2% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/pavlin-policar/openTSNE
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 4 Β· ⏱️ 25.10.2021):

     pip install opentsne
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 13.11.2021):

     conda install -c conda-forge opentsne
    
FiftyOne (πŸ₯‰24 Β· ⭐ 800) - Visualize, create, and debug image and video datasets.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 93 Β· πŸ“¦ 53 Β· πŸ“‹ 590 - 31% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/voxel51/fiftyone
    
  • PyPi (πŸ“₯ 12K / month Β· ⏱️ 16.11.2021):

     pip install fiftyone
    
Pandas-Bokeh (πŸ₯‰23 Β· ⭐ 730) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 91 Β· πŸ“¦ 240 Β· πŸ“‹ 90 - 26% open Β· ⏱️ 10.05.2021):

     git clone https://github.com/PatrikHlobil/Pandas-Bokeh
    
  • PyPi (πŸ“₯ 9K / month Β· πŸ“¦ 10 Β· ⏱️ 11.04.2021):

     pip install pandas-bokeh
    
PDPbox (πŸ₯‰23 Β· ⭐ 630 Β· πŸ’€) - python partial dependence plot toolbox. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 100 Β· πŸ“¦ 450 Β· πŸ“‹ 58 - 34% open Β· ⏱️ 14.03.2021):

     git clone https://github.com/SauceCat/PDPbox
    
  • PyPi (πŸ“₯ 74K / month Β· πŸ“¦ 34 Β· ⏱️ 14.03.2021):

     pip install pdpbox
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 14.03.2021):

     conda install -c conda-forge pdpbox
    
python-ternary (πŸ₯‰23 Β· ⭐ 490) - Ternary plotting library for python with matplotlib. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 130 Β· πŸ“₯ 17 Β· πŸ“¦ 74 Β· πŸ“‹ 120 - 21% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/marcharper/python-ternary
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 20 Β· ⏱️ 17.02.2021):

     pip install python-ternary
    
  • Conda (πŸ“₯ 60K Β· ⏱️ 17.02.2021):

     conda install -c conda-forge python-ternary
    
vega (πŸ₯‰23 Β· ⭐ 320) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 51 Β· πŸ“‹ 95 - 14% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/vega/ipyvega
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 150 Β· ⏱️ 03.06.2021):

     pip install vega
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 11.08.2021):

     conda install -c conda-forge vega
    
lets-plot (πŸ₯‰22 Β· ⭐ 700) - An open-source plotting library for statistical data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 31 Β· πŸ“₯ 130 Β· πŸ“¦ 12 Β· πŸ“‹ 210 - 33% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/JetBrains/lets-plot
    
  • PyPi (πŸ“₯ 2.6K / month Β· ⏱️ 29.10.2021):

     pip install lets-plot
    
AutoViz (πŸ₯‰22 Β· ⭐ 540) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 87 Β· πŸ“¦ 110 Β· πŸ“‹ 37 - 16% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/AutoViML/AutoViz
    
  • PyPi (πŸ“₯ 25K / month Β· ⏱️ 17.11.2021):

     pip install autoviz
    
PyWaffle (πŸ₯‰22 Β· ⭐ 460) - Make Waffle Charts in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 78 Β· πŸ“¦ 96 Β· πŸ“‹ 14 - 21% open Β· ⏱️ 28.07.2021):

     git clone https://github.com/gyli/PyWaffle
    
  • PyPi (πŸ“₯ 1.9K / month Β· ⏱️ 28.07.2021):

     pip install pywaffle
    
Sweetviz (πŸ₯‰21 Β· ⭐ 1.8K) - Visualize and compare datasets, target values and associations, with one.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 180 Β· πŸ“‹ 96 - 28% open Β· ⏱️ 08.07.2021):

     git clone https://github.com/fbdesignpro/sweetviz
    
  • PyPi (πŸ“₯ 58K / month Β· ⏱️ 08.07.2021):

     pip install sweetviz
    
HiPlot (πŸ₯‰20 Β· ⭐ 2.2K) - HiPlot makes understanding high dimensional data easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 100 Β· πŸ“¦ 3 Β· πŸ“‹ 71 - 14% open Β· ⏱️ 05.11.2021):

     git clone https://github.com/facebookresearch/hiplot
    
  • PyPi (πŸ“₯ 12K / month Β· ⏱️ 05.11.2021):

     pip install hiplot
    
  • Conda (πŸ“₯ 71K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge hiplot
    
joypy (πŸ₯‰20 Β· ⭐ 350) - Joyplots in Python with matplotlib & pandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 41 Β· πŸ“¦ 110 Β· πŸ“‹ 45 - 20% open Β· ⏱️ 13.06.2021):

     git clone https://github.com/leotac/joypy
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 6 Β· ⏱️ 28.12.2020):

     pip install joypy
    
  • Conda (πŸ“₯ 12K Β· ⏱️ 28.12.2020):

     conda install -c conda-forge joypy
    
Show 10 hidden projects...
  • cartopy (πŸ₯ˆ28 Β· ⭐ 960) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
  • plotnine (πŸ₯ˆ27 Β· ⭐ 2.8K) - A grammar of graphics for Python. ❗️GPL-2.0
  • Multicore-TSNE (πŸ₯‰24 Β· ⭐ 1.7K Β· πŸ’€) - Parallel t-SNE implementation with Python and Torch.. BSD-3
  • pivottablejs (πŸ₯‰21 Β· ⭐ 450 Β· πŸ’€) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
  • ivis (πŸ₯‰19 Β· ⭐ 250) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
  • animatplot (πŸ₯‰18 Β· ⭐ 390 Β· πŸ’€) - A python package for animating plots build on matplotlib. MIT
  • pdvega (πŸ₯‰17 Β· ⭐ 340 Β· πŸ’€) - Interactive plotting for Pandas using Vega-Lite. MIT
  • nx-altair (πŸ₯‰16 Β· ⭐ 180 Β· πŸ’€) - Draw interactive NetworkX graphs with Altair. MIT
  • data-describe (πŸ₯‰14 Β· ⭐ 290 Β· πŸ’€) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
  • nptsne (πŸ₯‰14 Β· ⭐ 27 Β· πŸ’€) - nptsne is a numpy compatible python binary package that offers a.. 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.

transformers (πŸ₯‡39 Β· ⭐ 54K) - Transformers: State-of-the-art Natural Language.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.1K Β· πŸ”€ 13K Β· πŸ“₯ 1.4K Β· πŸ“¦ 19K Β· πŸ“‹ 8.2K - 5% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/huggingface/transformers
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 130 Β· ⏱️ 17.11.2021):

     pip install transformers
    
  • Conda (πŸ“₯ 83K Β· ⏱️ 17.11.2021):

     conda install -c conda-forge transformers
    
spaCy (πŸ₯‡38 Β· ⭐ 22K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 3.6K Β· πŸ“₯ 3.1K Β· πŸ“¦ 32K Β· πŸ“‹ 4.9K - 1% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/explosion/spaCy
    
  • PyPi (πŸ“₯ 4.1M / month Β· πŸ“¦ 3.1K Β· ⏱️ 05.11.2021):

     pip install spacy
    
  • Conda (πŸ“₯ 2.4M Β· ⏱️ 08.11.2021):

     conda install -c conda-forge spacy
    
gensim (πŸ₯‡36 Β· ⭐ 13K) - Topic Modelling for Humans. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 410 Β· πŸ”€ 4.1K Β· πŸ“₯ 3.5K Β· πŸ“¦ 28K Β· πŸ“‹ 1.7K - 21% open Β· ⏱️ 28.10.2021):

     git clone https://github.com/RaRe-Technologies/gensim
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 4.7K Β· ⏱️ 17.09.2021):

     pip install gensim
    
  • Conda (πŸ“₯ 750K Β· ⏱️ 09.11.2021):

     conda install -c conda-forge gensim
    
nltk (πŸ₯‡35 Β· ⭐ 10K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 410 Β· πŸ”€ 2.5K Β· πŸ“¦ 120K Β· πŸ“‹ 1.6K - 14% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/nltk/nltk
    
  • PyPi (πŸ“₯ 9.3M / month Β· πŸ“¦ 21K Β· ⏱️ 11.10.2021):

     pip install nltk
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 11.10.2021):

     conda install -c conda-forge nltk
    
flair (πŸ₯‡32 Β· ⭐ 11K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.7K Β· πŸ“¦ 1K Β· πŸ“‹ 1.7K - 5% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/flairNLP/flair
    
  • PyPi (πŸ“₯ 74K / month Β· πŸ“¦ 48 Β· ⏱️ 29.08.2021):

     pip install flair
    
AllenNLP (πŸ₯‡32 Β· ⭐ 11K) - An open-source NLP research library, built on PyTorch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 2.1K Β· πŸ“₯ 43 Β· πŸ“¦ 2.1K Β· πŸ“‹ 2.5K - 4% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/allenai/allennlp
    
  • PyPi (πŸ“₯ 48K / month Β· πŸ“¦ 230 Β· ⏱️ 01.11.2021):

     pip install allennlp
    
TextBlob (πŸ₯‡32 Β· ⭐ 7.9K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 1K Β· πŸ“₯ 97 Β· πŸ“¦ 16K Β· πŸ“‹ 250 - 38% open Β· ⏱️ 22.10.2021):

     git clone https://github.com/sloria/TextBlob
    
  • PyPi (πŸ“₯ 780K / month Β· πŸ“¦ 2.5K Β· ⏱️ 22.10.2021):

     pip install textblob
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 24.02.2019):

     conda install -c conda-forge textblob
    
ChatterBot (πŸ₯‡31 Β· ⭐ 12K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 3.9K Β· πŸ“¦ 4K Β· πŸ“‹ 1.5K - 19% open Β· ⏱️ 01.06.2021):

     git clone https://github.com/gunthercox/ChatterBot
    
  • PyPi (πŸ“₯ 57K / month Β· πŸ“¦ 680 Β· ⏱️ 22.08.2020):

     pip install chatterbot
    
sentence-transformers (πŸ₯‡31 Β· ⭐ 6.4K) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 1.2K Β· πŸ“¦ 1.9K Β· πŸ“‹ 1.2K - 49% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/UKPLab/sentence-transformers
    
  • PyPi (πŸ“₯ 480K / month Β· ⏱️ 01.10.2021):

     pip install sentence-transformers
    
sentencepiece (πŸ₯‡31 Β· ⭐ 5.5K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 720 Β· πŸ“₯ 18K Β· πŸ“¦ 11K Β· πŸ“‹ 480 - 9% open Β· ⏱️ 02.07.2021):

     git clone https://github.com/google/sentencepiece
    
  • PyPi (πŸ“₯ 2.8M / month Β· πŸ“¦ 240 Β· ⏱️ 18.06.2021):

     pip install sentencepiece
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge sentencepiece
    
snowballstemmer (πŸ₯ˆ30 Β· ⭐ 530) - Snowball compiler and stemming algorithms. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 150 Β· πŸ“¦ 4 Β· πŸ“‹ 69 - 36% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/snowballstem/snowball
    
  • PyPi (πŸ“₯ 5.5M / month Β· πŸ“¦ 13K Β· ⏱️ 16.11.2021):

     pip install snowballstemmer
    
  • Conda (πŸ“₯ 3.4M Β· ⏱️ 17.11.2021):

     conda install -c conda-forge snowballstemmer
    
ParlAI (πŸ₯ˆ29 Β· ⭐ 8.4K) - A framework for training and evaluating AI models on a variety of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.7K Β· πŸ“¦ 49 Β· πŸ“‹ 1.2K - 8% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/facebookresearch/ParlAI
    
  • PyPi (πŸ“₯ 2.5K / month Β· ⏱️ 12.10.2021):

     pip install parlai
    
TensorFlow Text (πŸ₯ˆ29 Β· ⭐ 840) - Making text a first-class citizen in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 150 Β· πŸ“¦ 1.1K Β· πŸ“‹ 180 - 36% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/tensorflow/text
    
  • PyPi (πŸ“₯ 1.3M / month Β· πŸ“¦ 4 Β· ⏱️ 12.11.2021):

     pip install tensorflow-text
    
DeepPavlov (πŸ₯ˆ28 Β· ⭐ 5.5K) - An open source library for deep learning end-to-end dialog.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 980 Β· πŸ“¦ 230 Β· πŸ“‹ 610 - 23% open Β· ⏱️ 28.09.2021):

     git clone https://github.com/deepmipt/DeepPavlov
    
  • PyPi (πŸ“₯ 9.4K / month Β· πŸ“¦ 8 Β· ⏱️ 28.09.2021):

     pip install deeppavlov
    
OpenNMT (πŸ₯ˆ28 Β· ⭐ 5.3K) - Open Source Neural Machine Translation in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 2K Β· πŸ“¦ 120 Β· πŸ“‹ 1.3K - 9% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/OpenNMT/OpenNMT-py
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 4 Β· ⏱️ 14.09.2021):

     pip install OpenNMT-py
    
Tokenizers (πŸ₯ˆ28 Β· ⭐ 5K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 400 Β· πŸ“¦ 38 Β· πŸ“‹ 520 - 27% open Β· ⏱️ 07.10.2021):

     git clone https://github.com/huggingface/tokenizers
    
  • PyPi (πŸ“₯ 4.1M / month Β· ⏱️ 24.05.2021):

     pip install tokenizers
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 22.09.2021):

     conda install -c conda-forge tokenizers
    
Dedupe (πŸ₯ˆ28 Β· ⭐ 3.2K) - A python library for accurate and scalable fuzzy matching, record.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 430 Β· πŸ“¦ 200 Β· πŸ“‹ 660 - 9% open Β· ⏱️ 14.10.2021):

     git clone https://github.com/dedupeio/dedupe
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 78 Β· ⏱️ 17.04.2021):

     pip install dedupe
    
ftfy (πŸ₯ˆ28 Β· ⭐ 3.1K) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 100 Β· πŸ“¦ 4.3K Β· πŸ“‹ 120 - 8% open Β· ⏱️ 17.05.2021):

     git clone https://github.com/LuminosoInsight/python-ftfy
    
  • PyPi (πŸ“₯ 870K / month Β· πŸ“¦ 760 Β· ⏱️ 24.05.2021):

     pip install ftfy
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 25.05.2021):

     conda install -c conda-forge ftfy
    
torchtext (πŸ₯ˆ28 Β· ⭐ 2.9K) - Data loaders and abstractions for text and NLP. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 660 Β· πŸ“‹ 670 - 50% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/pytorch/text
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 680 Β· ⏱️ 21.10.2021):

     pip install torchtext
    
TextDistance (πŸ₯ˆ28 Β· ⭐ 2.6K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 200 Β· πŸ“₯ 330 Β· πŸ“¦ 1.3K Β· ⏱️ 27.10.2021):

     git clone https://github.com/life4/textdistance
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 28 Β· ⏱️ 27.10.2021):

     pip install textdistance
    
  • Conda (πŸ“₯ 63K Β· ⏱️ 27.10.2021):

     conda install -c conda-forge textdistance
    
fairseq (πŸ₯ˆ27 Β· ⭐ 15K Β· πŸ“‰) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 3.7K Β· πŸ“₯ 150 Β· πŸ“¦ 580 Β· πŸ“‹ 3.1K - 35% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pytorch/fairseq
    
  • PyPi (πŸ“₯ 34K / month Β· πŸ“¦ 20 Β· ⏱️ 05.01.2021):

     pip install fairseq
    
Rasa (πŸ₯ˆ27 Β· ⭐ 13K) - Open source machine learning framework to automate text- and voice-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 3.8K Β· πŸ“‹ 6.3K - 14% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/RasaHQ/rasa
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 64 Β· ⏱️ 15.11.2021):

     pip install rasa
    
nlpaug (πŸ₯ˆ27 Β· ⭐ 2.7K) - Data augmentation for NLP. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 300 Β· πŸ“¦ 200 Β· πŸ“‹ 150 - 20% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/makcedward/nlpaug
    
  • PyPi (πŸ“₯ 37K / month Β· πŸ“¦ 2 Β· ⏱️ 19.10.2021):

     pip install nlpaug
    
spark-nlp (πŸ₯ˆ27 Β· ⭐ 2.5K) - State of the Art Natural Language Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 510 Β· πŸ“‹ 590 - 14% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/JohnSnowLabs/spark-nlp
    
  • PyPi (πŸ“₯ 1.3M / month Β· ⏱️ 03.11.2021):

     pip install spark-nlp
    
GluonNLP (πŸ₯ˆ27 Β· ⭐ 2.3K) - Toolkit that enables easy text preprocessing, datasets loading.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 520 Β· πŸ“¦ 630 Β· πŸ“‹ 560 - 46% open Β· ⏱️ 24.08.2021):

     git clone https://github.com/dmlc/gluon-nlp
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 22 Β· ⏱️ 13.08.2020):

     pip install gluonnlp
    
jellyfish (πŸ₯ˆ27 Β· ⭐ 1.6K) - a python library for doing approximate and phonetic matching of.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 140 Β· πŸ“¦ 2.9K Β· πŸ“‹ 110 - 8% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/jamesturk/jellyfish
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 650 Β· ⏱️ 26.10.2021):

     pip install jellyfish
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge jellyfish
    
stanza (πŸ₯ˆ26 Β· ⭐ 5.8K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 740 Β· πŸ“¦ 740 Β· πŸ“‹ 600 - 10% open Β· ⏱️ 05.10.2021):

     git clone https://github.com/stanfordnlp/stanza
    
  • PyPi (πŸ“₯ 75K / month Β· πŸ“¦ 4 Β· ⏱️ 05.10.2021):

     pip install stanza
    
  • Conda (πŸ“₯ 4.4K Β· ⏱️ 05.10.2021):

     conda install -c stanfordnlp stanza
    
Sumy (πŸ₯ˆ26 Β· ⭐ 2.7K) - Module for automatic summarization of text documents and HTML pages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 460 Β· πŸ“¦ 980 Β· πŸ“‹ 93 - 16% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/miso-belica/sumy
    
  • PyPi (πŸ“₯ 26K / month Β· πŸ“¦ 190 Β· ⏱️ 21.10.2021):

     pip install sumy
    
haystack (πŸ₯ˆ26 Β· ⭐ 2.7K) - Haystack is an open source NLP framework that leverages Transformer.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 540 Β· πŸ“¦ 92 Β· πŸ“‹ 990 - 14% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/deepset-ai/haystack
    
  • PyPi (πŸ“₯ 2K / month Β· πŸ“¦ 170 Β· ⏱️ 03.07.2017):

     pip install haystack
    
spacy-transformers (πŸ₯ˆ26 Β· ⭐ 1.1K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 130 Β· πŸ“¦ 320 Β· ⏱️ 28.10.2021):

     git clone https://github.com/explosion/spacy-transformers
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 6 Β· ⏱️ 28.10.2021):

     pip install spacy-transformers
    
CLTK (πŸ₯ˆ26 Β· ⭐ 690) - The Classical Language Toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 300 Β· πŸ“₯ 22 Β· πŸ“¦ 180 Β· πŸ“‹ 610 - 19% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/cltk/cltk
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 68 Β· ⏱️ 17.10.2021):

     pip install cltk
    
Ciphey (πŸ₯ˆ25 Β· ⭐ 8.9K) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 550 Β· πŸ“‹ 280 - 18% open Β· ⏱️ 03.11.2021):

     git clone https://github.com/Ciphey/Ciphey
    
  • PyPi (πŸ“₯ 17K / month Β· ⏱️ 06.06.2021):

     pip install ciphey
    
  • Docker Hub (πŸ“₯ 13K Β· ⭐ 5 Β· ⏱️ 16.11.2021):

     docker pull remnux/ciphey
    
vaderSentiment (πŸ₯ˆ25 Β· ⭐ 3.2K Β· πŸ’€) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 810 Β· πŸ“¦ 3.2K Β· πŸ“‹ 110 - 30% open Β· ⏱️ 15.03.2021):

     git clone https://github.com/cjhutto/vaderSentiment
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 290 Β· ⏱️ 22.05.2020):

     pip install vadersentiment
    
neuralcoref (πŸ₯ˆ25 Β· ⭐ 2.4K) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 420 Β· πŸ“₯ 280 Β· πŸ“¦ 420 Β· πŸ“‹ 280 - 20% open Β· ⏱️ 22.06.2021):

     git clone https://github.com/huggingface/neuralcoref
    
  • PyPi (πŸ“₯ 26K / month Β· πŸ“¦ 18 Β· ⏱️ 08.04.2019):

     pip install neuralcoref
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 21.02.2020):

     conda install -c conda-forge neuralcoref
    
fastNLP (πŸ₯ˆ25 Β· ⭐ 2.4K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 400 Β· πŸ“₯ 65 Β· πŸ“¦ 47 Β· πŸ“‹ 180 - 19% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/fastnlp/fastNLP
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 2 Β· ⏱️ 04.02.2019):

     pip install fastnlp
    
scattertext (πŸ₯ˆ25 Β· ⭐ 1.7K) - Beautiful visualizations of how language differs among document.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 230 Β· πŸ“¦ 240 Β· πŸ“‹ 82 - 20% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/JasonKessler/scattertext
    
  • PyPi (πŸ“₯ 4.3K / month Β· πŸ“¦ 16 Β· ⏱️ 15.11.2021):

     pip install scattertext
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge scattertext
    
T5 (πŸ₯‰24 Β· ⭐ 3.8K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 530 Β· πŸ“¦ 65 Β· πŸ“‹ 400 - 16% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/google-research/text-to-text-transfer-transformer
    
  • PyPi (πŸ“₯ 13K / month Β· ⏱️ 18.10.2021):

     pip install t5
    
Snips NLU (πŸ₯‰24 Β· ⭐ 3.6K) - Snips Python library to extract meaning from text. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 500 Β· πŸ“‹ 250 - 21% open Β· ⏱️ 03.05.2021):

     git clone https://github.com/snipsco/snips-nlu
    
  • PyPi (πŸ“₯ 3.6K / month Β· πŸ“¦ 16 Β· ⏱️ 15.01.2020):

     pip install snips-nlu
    
pytorch-nlp (πŸ₯‰24 Β· ⭐ 2K) - Basic Utilities for PyTorch Natural Language Processing (NLP). BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 240 Β· πŸ“¦ 300 Β· πŸ“‹ 67 - 26% open Β· ⏱️ 10.07.2021):

     git clone https://github.com/PetrochukM/PyTorch-NLP
    
  • PyPi (πŸ“₯ 9.4K / month Β· πŸ“¦ 18 Β· ⏱️ 04.11.2019):

     pip install pytorch-nlp
    
PyTextRank (πŸ₯‰24 Β· ⭐ 1.7K) - Python implementation of TextRank for phrase extraction and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 320 Β· πŸ“¦ 210 Β· πŸ“‹ 79 - 27% open Β· ⏱️ 10.10.2021):

     git clone https://github.com/DerwenAI/pytextrank
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 12 Β· ⏱️ 10.10.2021):

     pip install pytextrank
    
english-words (πŸ₯‰23 Β· ⭐ 5.7K) - A text file containing 479k English words for all your.. Unlicense
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 1.2K Β· πŸ“‹ 71 - 63% open Β· ⏱️ 20.10.2021):

     git clone https://github.com/dwyl/english-words
    
  • PyPi (πŸ“₯ 7.6K / month Β· πŸ“¦ 4 Β· ⏱️ 02.08.2021):

     pip install english-words
    
textacy (πŸ₯‰23 Β· ⭐ 1.8K) - NLP, before and after spaCy. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 230 Β· πŸ“‹ 240 - 12% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/chartbeat-labs/textacy
    
  • PyPi (πŸ“₯ 37K / month Β· πŸ“¦ 150 Β· ⏱️ 12.04.2021):

     pip install textacy
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 13.04.2021):

     conda install -c conda-forge textacy
    
PyText (πŸ₯‰22 Β· ⭐ 6.3K) - A natural language modeling framework based on PyTorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 800 Β· πŸ“₯ 280 Β· πŸ“¦ 100 Β· πŸ“‹ 220 - 66% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/facebookresearch/pytext
    
  • PyPi (πŸ“₯ 230 / month Β· πŸ“¦ 1 Β· ⏱️ 08.06.2020):

     pip install pytext-nlp
    
MatchZoo (πŸ₯‰22 Β· ⭐ 3.5K) - Facilitating the design, comparison and sharing of deep text.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 910 Β· πŸ“¦ 10 Β· πŸ“‹ 460 - 6% open Β· ⏱️ 02.06.2021):

     git clone https://github.com/NTMC-Community/MatchZoo
    
  • PyPi (πŸ“₯ 270 / month Β· ⏱️ 24.10.2019):

     pip install matchzoo
    
gpt-2-simple (πŸ₯‰22 Β· ⭐ 2.8K) - Python package to easily retrain OpenAI's GPT-2 text-.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“‹ 240 - 61% open Β· ⏱️ 18.10.2021):

     git clone https://github.com/minimaxir/gpt-2-simple
    
  • PyPi (πŸ“₯ 9.7K / month Β· πŸ“¦ 6 Β· ⏱️ 18.10.2021):

     pip install gpt-2-simple
    
FARM (πŸ₯‰22 Β· ⭐ 1.4K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 210 Β· πŸ“‹ 410 - 9% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/deepset-ai/FARM
    
  • PyPi (πŸ“₯ 6K / month Β· πŸ“¦ 2 Β· ⏱️ 10.06.2021):

     pip install farm
    
sense2vec (πŸ₯‰22 Β· ⭐ 1.3K) - Contextually-keyed word vectors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 220 Β· πŸ“₯ 22K Β· πŸ“¦ 96 Β· πŸ“‹ 110 - 17% open Β· ⏱️ 16.08.2021):

     git clone https://github.com/explosion/sense2vec
    
  • PyPi (πŸ“₯ 3.4K / month Β· πŸ“¦ 12 Β· ⏱️ 19.04.2021):

     pip install sense2vec
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 14.07.2021):

     conda install -c conda-forge sense2vec
    
SciSpacy (πŸ₯‰22 Β· ⭐ 1K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 140 Β· πŸ“¦ 360 Β· πŸ“‹ 230 - 15% open Β· ⏱️ 15.07.2021):

     git clone https://github.com/allenai/scispacy
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 12 Β· ⏱️ 12.02.2021):

     pip install scispacy
    
pySBD (πŸ₯‰22 Β· ⭐ 380 Β· πŸ’€) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 42 Β· πŸ“¦ 240 Β· πŸ“‹ 60 - 20% open Β· ⏱️ 11.02.2021):

     git clone https://github.com/nipunsadvilkar/pySBD
    
  • PyPi (πŸ“₯ 34K / month Β· πŸ“¦ 4 Β· ⏱️ 11.02.2021):

     pip install pysbd
    
DeepMatcher (πŸ₯‰21 Β· ⭐ 3.9K) - Python package for performing Entity and Text Matching using Deep.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 1.5K Β· πŸ“¦ 14 Β· πŸ“‹ 76 - 71% open Β· ⏱️ 13.06.2021):

     git clone https://github.com/anhaidgroup/deepmatcher
    
  • PyPi (πŸ“₯ 600 / month Β· ⏱️ 13.06.2021):

     pip install deepmatcher
    
NeMo (πŸ₯‰21 Β· ⭐ 3.5K) - NeMo: a toolkit for conversational AI. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 740 Β· πŸ“₯ 14K Β· πŸ“‹ 850 - 8% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/NVIDIA/NeMo
    
  • PyPi (πŸ“₯ 5.5K / month Β· πŸ“¦ 4 Β· ⏱️ 02.10.2021):

     pip install nemo-toolkit
    
Texthero (πŸ₯‰21 Β· ⭐ 2.4K) - Text preprocessing, representation and visualization from zero to hero. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 200 Β· πŸ“₯ 86 Β· πŸ“‹ 140 - 56% open Β· ⏱️ 19.07.2021):

     git clone https://github.com/jbesomi/texthero
    
  • PyPi (πŸ“₯ 15K / month Β· ⏱️ 01.07.2021):

     pip install texthero
    
jiant (πŸ₯‰21 Β· ⭐ 1.3K) - jiant is an nlp toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 2 Β· πŸ“‹ 550 - 11% open Β· ⏱️ 17.10.2021):

     git clone https://github.com/nyu-mll/jiant
    
  • PyPi (πŸ“₯ 250 / month Β· ⏱️ 10.05.2021):

     pip install jiant
    
NLP Architect (πŸ₯‰20 Β· ⭐ 2.8K) - A model library for exploring state-of-the-art deep learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 440 Β· πŸ“¦ 8 Β· πŸ“‹ 130 - 15% open Β· ⏱️ 12.09.2021):

     git clone https://github.com/IntelLabs/nlp-architect
    
  • PyPi (πŸ“₯ 340 / month Β· ⏱️ 12.04.2020):

     pip install nlp-architect
    
Kashgari (πŸ₯‰20 Β· ⭐ 2.2K) - Kashgari is a production-level NLP Transfer learning framework.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 420 Β· πŸ“¦ 48 Β· πŸ“‹ 360 - 9% open Β· ⏱️ 09.07.2021):

     git clone https://github.com/BrikerMan/Kashgari
    
  • PyPi (πŸ“₯ 110 / month Β· πŸ“¦ 2 Β· ⏱️ 18.10.2019):

     pip install kashgari-tf
    
lightseq (πŸ₯‰20 Β· ⭐ 1.8K) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 180 Β· πŸ“₯ 520 Β· πŸ“‹ 120 - 48% open Β· ⏱️ 03.11.2021):

     git clone https://github.com/bytedance/lightseq
    
  • PyPi (πŸ“₯ 940 / month Β· ⏱️ 03.11.2021):

     pip install lightseq
    
DELTA (πŸ₯‰20 Β· ⭐ 1.5K Β· πŸ’€) - DELTA is a deep learning based natural language and speech.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 290 Β· πŸ“‹ 79 - 6% open Β· ⏱️ 17.12.2020):

     git clone https://github.com/Delta-ML/delta
    
  • PyPi (πŸ“₯ 28 / month Β· ⏱️ 27.03.2020):

     pip install delta-nlp
    
  • Docker Hub (πŸ“₯ 13K Β· ⏱️ 03.08.2021):

     docker pull zh794390558/delta
    
anaGo (πŸ₯‰20 Β· ⭐ 1.4K Β· πŸ’€) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 360 Β· πŸ“¦ 27 Β· πŸ“‹ 110 - 33% open Β· ⏱️ 01.04.2021):

     git clone https://github.com/Hironsan/anago
    
  • PyPi (πŸ“₯ 760 / month Β· πŸ“¦ 5 Β· ⏱️ 17.07.2018):

     pip install anago
    
YouTokenToMe (πŸ₯‰20 Β· ⭐ 770 Β· πŸ’€) - Unsupervised text tokenizer focused on computational efficiency. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 57 Β· πŸ“¦ 160 Β· πŸ“‹ 51 - 54% open Β· ⏱️ 28.01.2021):

     git clone https://github.com/vkcom/youtokentome
    
  • PyPi (πŸ“₯ 26K / month Β· πŸ“¦ 12 Β· ⏱️ 12.02.2020):

     pip install youtokentome
    
fast-bert (πŸ₯‰19 Β· ⭐ 1.7K) - Super easy library for BERT based NLP models. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 320 Β· πŸ“‹ 240 - 60% open Β· ⏱️ 31.08.2021):

     git clone https://github.com/utterworks/fast-bert
    
  • PyPi (πŸ“₯ 1.6K / month Β· πŸ“¦ 2 Β· ⏱️ 23.05.2021):

     pip install fast-bert
    
finetune (πŸ₯‰19 Β· ⭐ 660) - Scikit-learn style model finetuning for NLP. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 69 Β· πŸ“¦ 9 Β· πŸ“‹ 140 - 16% open Β· ⏱️ 20.10.2021):

     git clone https://github.com/IndicoDataSolutions/finetune
    
  • PyPi (πŸ“₯ 130 / month Β· πŸ“¦ 2 Β· ⏱️ 10.01.2020):

     pip install finetune
    
Sockeye (πŸ₯‰18 Β· ⭐ 1K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 300 Β· πŸ“₯ 10 Β· πŸ“‹ 260 - 7% open Β· ⏱️ 08.11.2021):

     git clone https://github.com/awslabs/sockeye
    
  • PyPi (πŸ“₯ 530 / month Β· πŸ“¦ 2 Β· ⏱️ 05.11.2021):

     pip install sockeye
    
Camphr (πŸ₯‰17 Β· ⭐ 340) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 17 Β· πŸ“‹ 27 - 7% open Β· ⏱️ 18.08.2021):

     git clone https://github.com/PKSHATechnology-Research/camphr
    
  • PyPi (πŸ“₯ 430 / month Β· ⏱️ 28.07.2021):

     pip install camphr
    
Translate (πŸ₯‰15 Β· ⭐ 720) - Translate - a PyTorch Language Library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 170 Β· πŸ“‹ 93 - 70% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/pytorch/translate
    
  • PyPi (πŸ“₯ 6 / month Β· ⏱️ 01.05.2018):

     pip install pytorch-translate
    
VizSeq (πŸ₯‰15 Β· ⭐ 370) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 42 Β· πŸ“¦ 3 Β· πŸ“‹ 16 - 43% open Β· ⏱️ 02.09.2021):

     git clone https://github.com/facebookresearch/vizseq
    
  • PyPi (πŸ“₯ 68 / month Β· ⏱️ 07.08.2020):

     pip install vizseq
    
TextBox (πŸ₯‰15 Β· ⭐ 320) - TextBox is an open-source library for building text generation system. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 52 Β· πŸ“¦ 5 Β· πŸ“‹ 16 - 25% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/RUCAIBox/TextBox
    
  • PyPi (πŸ“₯ 71 / month Β· ⏱️ 15.04.2021):

     pip install textbox
    
OpenNRE (πŸ₯‰14 Β· ⭐ 3.4K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 880 Β· πŸ“‹ 340 - 6% open Β· ⏱️ 31.05.2021):

     git clone https://github.com/thunlp/OpenNRE
    
BLINK (πŸ₯‰11 Β· ⭐ 760 Β· πŸ’€) - Entity Linker solution. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 130 Β· πŸ“‹ 72 - 61% open Β· ⏱️ 02.04.2021):

     git clone https://github.com/facebookresearch/BLINK
    
Show 22 hidden projects...
  • fuzzywuzzy (πŸ₯‡31 Β· ⭐ 8.6K) - Fuzzy String Matching in Python. ❗️GPL-2.0
  • fastText (πŸ₯ˆ30 Β· ⭐ 23K Β· πŸ’€) - Library for fast text representation and classification. MIT
  • langid (πŸ₯ˆ26 Β· ⭐ 1.9K Β· πŸ’€) - Stand-alone language identification system. BSD-3
  • polyglot (πŸ₯ˆ25 Β· ⭐ 1.9K Β· πŸ’€) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
  • textgenrnn (πŸ₯‰24 Β· ⭐ 4.6K Β· πŸ’€) - Easily train your own text-generating neural network of any.. MIT
  • flashtext (πŸ₯‰23 Β· ⭐ 5K Β· πŸ’€) - Extract Keywords from sentence or Replace keywords in sentences. MIT
  • stop-words (πŸ₯‰23 Β· ⭐ 130 Β· πŸ’€) - Get list of common stop words in various languages in Python. BSD-3
  • Texar (πŸ₯‰21 Β· ⭐ 2.2K Β· πŸ’€) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
  • pyfasttext (πŸ₯‰20 Β· ⭐ 230 Β· πŸ’€) - Yet another Python binding for fastText. ❗️GPL-3.0
  • textpipe (πŸ₯‰19 Β· ⭐ 290) - Textpipe: clean and extract metadata from text. MIT
  • textaugment (πŸ₯‰19 Β· ⭐ 180) - TextAugment: Text Augmentation Library. MIT
  • NeuroNER (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
  • skift (πŸ₯‰18 Β· ⭐ 220 Β· πŸ’€) - scikit-learn wrappers for Python fastText. MIT
  • nboost (πŸ₯‰17 Β· ⭐ 600 Β· πŸ’€) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
  • fastT5 (πŸ₯‰17 Β· ⭐ 230) - boost inference speed of T5 models by 5x & reduce the model size by 3x. Apache-2
  • Headliner (πŸ₯‰16 Β· ⭐ 230 Β· πŸ’€) - Easy training and deployment of seq2seq models. MIT
  • NeuralQA (πŸ₯‰15 Β· ⭐ 210 Β· πŸ’€) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
  • TransferNLP (πŸ₯‰14 Β· ⭐ 290 Β· πŸ’€) - NLP library designed for reproducible experimentation.. MIT
  • ONNX-T5 (πŸ₯‰14 Β· ⭐ 180 Β· πŸ’€) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
  • textvec (πŸ₯‰14 Β· ⭐ 180 Β· πŸ’€) - Text vectorization tool to outperform TFIDF for classification.. MIT
  • numerizer (πŸ₯‰14 Β· ⭐ 130 Β· πŸ’€) - A Python module to convert natural language numerics into ints and.. MIT
  • spacy-dbpedia-spotlight (πŸ₯‰11 Β· ⭐ 44 Β· πŸ’€) - A spaCy wrapper for DBpedia Spotlight. MIT spacy

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₯‡35 Β· ⭐ 9.1K Β· πŸ“‰) - The friendly PIL fork (Python Imaging Library). ❗️PIL
  • GitHub (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.7K Β· πŸ“‹ 2.4K - 7% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/python-pillow/Pillow
    
  • PyPi (πŸ“₯ 36M / month Β· πŸ“¦ 110K Β· ⏱️ 15.10.2021):

     pip install Pillow
    
  • Conda (πŸ“₯ 11M Β· ⏱️ 10.11.2021):

     conda install -c conda-forge pillow
    
scikit-image (πŸ₯‡34 Β· ⭐ 4.6K) - Image processing in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 530 Β· πŸ”€ 1.9K Β· πŸ“¦ 86K Β· πŸ“‹ 2.7K - 25% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/scikit-image/scikit-image
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 15K Β· ⏱️ 24.08.2021):

     pip install scikit-image
    
  • Conda (πŸ“₯ 3M Β· ⏱️ 04.09.2021):

     conda install -c conda-forge scikit-image
    
torchvision (πŸ₯‡33 Β· ⭐ 10K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 5.3K Β· πŸ“‹ 2.1K - 27% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pytorch/vision
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 4.6K Β· ⏱️ 21.10.2021):

     pip install torchvision
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 27.09.2021):

     conda install -c conda-forge torchvision
    
imageio (πŸ₯‡33 Β· ⭐ 950) - Python library for reading and writing image data. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 190 Β· πŸ“₯ 13 Β· πŸ“¦ 51K Β· πŸ“‹ 390 - 18% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/imageio/imageio
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 3.8K Β· ⏱️ 17.11.2021):

     pip install imageio
    
  • Conda (πŸ“₯ 2.4M Β· ⏱️ 06.07.2020):

     conda install -c conda-forge imageio
    
Albumentations (πŸ₯‡32 Β· ⭐ 9.2K) - Fast image augmentation library and an easy-to-use wrapper.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 1.2K Β· πŸ“¦ 5.7K Β· πŸ“‹ 560 - 42% open Β· ⏱️ 06.11.2021):

     git clone https://github.com/albumentations-team/albumentations
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 130 Β· ⏱️ 04.10.2021):

     pip install albumentations
    
  • Conda (πŸ“₯ 28K Β· ⏱️ 15.07.2021):

     conda install -c conda-forge albumentations
    
MoviePy (πŸ₯‡32 Β· ⭐ 8.7K) - Video editing with Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.2K Β· πŸ“¦ 12K Β· πŸ“‹ 1.1K - 30% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/Zulko/moviepy
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.1K Β· ⏱️ 05.10.2020):

     pip install moviepy
    
  • Conda (πŸ“₯ 97K Β· ⏱️ 23.02.2020):

     conda install -c conda-forge moviepy
    
opencv-python (πŸ₯‡32 Β· ⭐ 2.4K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 470 Β· πŸ“‹ 490 - 7% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/opencv/opencv-python
    
  • PyPi (πŸ“₯ 5.3M / month Β· πŸ“¦ 13K Β· ⏱️ 15.11.2021):

     pip install opencv-python
    
Wand (πŸ₯ˆ31 Β· ⭐ 1.1K) - The ctypes-based simple ImageMagick binding for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 190 Β· πŸ“₯ 5.3K Β· πŸ“¦ 7.4K Β· πŸ“‹ 360 - 4% open Β· ⏱️ 05.10.2021):

     git clone https://github.com/emcconville/wand
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 1.2K Β· ⏱️ 17.08.2021):

     pip install wand
    
PyTorch Image Models (πŸ₯ˆ30 Β· ⭐ 15K) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 2.3K Β· πŸ“₯ 720K Β· πŸ“¦ 1.4K Β· πŸ“‹ 420 - 13% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/rwightman/pytorch-image-models
    
GluonCV (πŸ₯ˆ30 Β· ⭐ 5K) - Gluon CV Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.1K Β· πŸ“¦ 610 Β· πŸ“‹ 800 - 8% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/dmlc/gluon-cv
    
  • PyPi (πŸ“₯ 900K / month Β· πŸ“¦ 30 Β· ⏱️ 10.10.2021):

     pip install gluoncv
    
ImageHash (πŸ₯ˆ30 Β· ⭐ 2.2K) - A Python Perceptual Image Hashing Module. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 280 Β· πŸ“¦ 3.7K Β· πŸ“‹ 100 - 12% open Β· ⏱️ 07.09.2021):

     git clone https://github.com/JohannesBuchner/imagehash
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 530 Β· ⏱️ 15.07.2021):

     pip install ImageHash
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 15.07.2021):

     conda install -c conda-forge imagehash
    
Face Recognition (πŸ₯ˆ29 Β· ⭐ 42K) - The world's simplest facial recognition api for Python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 12K Β· πŸ“₯ 450 Β· πŸ“‹ 1.2K - 54% open Β· ⏱️ 14.06.2021):

     git clone https://github.com/ageitgey/face_recognition
    
  • PyPi (πŸ“₯ 53K / month Β· πŸ“¦ 410 Β· ⏱️ 21.08.2018):

     pip install face_recognition
    
InsightFace (πŸ₯ˆ29 Β· ⭐ 11K) - State-of-the-art 2D and 3D Face Analysis Project. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 3.5K Β· πŸ“¦ 110 Β· πŸ“‹ 1.8K - 54% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/deepinsight/insightface
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 2 Β· ⏱️ 21.09.2021):

     pip install insightface
    
Kornia (πŸ₯ˆ29 Β· ⭐ 5.3K) - Open Source Differentiable Computer Vision Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 510 Β· πŸ“₯ 150 Β· πŸ“¦ 760 Β· πŸ“‹ 500 - 23% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/kornia/kornia
    
  • PyPi (πŸ“₯ 180K / month Β· ⏱️ 22.10.2021):

     pip install kornia
    
imutils (πŸ₯ˆ28 Β· ⭐ 3.9K Β· πŸ’€) - A series of convenience functions to make basic image processing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 940 Β· πŸ“¦ 21K Β· πŸ“‹ 160 - 52% open Β· ⏱️ 15.01.2021):

     git clone https://github.com/jrosebr1/imutils
    
  • PyPi (πŸ“₯ 430K / month Β· πŸ“¦ 1.2K Β· ⏱️ 15.01.2021):

     pip install imutils
    
  • Conda (πŸ“₯ 72K Β· ⏱️ 15.01.2021):

     conda install -c conda-forge imutils
    
imageai (πŸ₯ˆ27 Β· ⭐ 6.7K) - A python library built to empower developers to build applications and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 1.9K Β· πŸ“₯ 660K Β· πŸ“¦ 990 Β· πŸ“‹ 670 - 37% open Β· ⏱️ 08.05.2021):

     git clone https://github.com/OlafenwaMoses/ImageAI
    
  • PyPi (πŸ“₯ 9.7K / month Β· πŸ“¦ 24 Β· ⏱️ 05.01.2021):

     pip install imageai
    
Augmentor (πŸ₯ˆ27 Β· ⭐ 4.6K) - Image augmentation library in Python for machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 830 Β· πŸ“¦ 380 Β· πŸ“‹ 190 - 63% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/mdbloice/Augmentor
    
  • PyPi (πŸ“₯ 18K / month Β· πŸ“¦ 42 Β· ⏱️ 14.10.2021):

     pip install Augmentor
    
detectron2 (πŸ₯ˆ26 Β· ⭐ 19K Β· πŸ“‰) - Detectron2 is FAIR's next-generation platform for object.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 5K Β· πŸ“¦ 410 Β· πŸ“‹ 2.8K - 5% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/facebookresearch/detectron2
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 30.07.2021):

     conda install -c conda-forge detectron2
    
MMDetection (πŸ₯ˆ26 Β· ⭐ 17K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 6.1K Β· πŸ“¦ 160 Β· πŸ“‹ 4.7K - 6% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/open-mmlab/mmdetection
    
deepface (πŸ₯ˆ26 Β· ⭐ 2.7K) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 610 Β· πŸ“¦ 300 Β· πŸ“‹ 350 - 1% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/serengil/deepface
    
  • PyPi (πŸ“₯ 27K / month Β· ⏱️ 20.08.2021):

     pip install deepface
    
mahotas (πŸ₯ˆ26 Β· ⭐ 720) - Computer Vision in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 140 Β· πŸ“¦ 710 Β· πŸ“‹ 76 - 21% open Β· ⏱️ 10.11.2021):

     git clone https://github.com/luispedro/mahotas
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 190 Β· ⏱️ 14.10.2021):

     pip install mahotas
    
  • Conda (πŸ“₯ 310K Β· ⏱️ 22.01.2021):

     conda install -c conda-forge mahotas
    
Face Alignment (πŸ₯‰25 Β· ⭐ 5.3K) - 2D and 3D Face alignment library build using pytorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 1.1K Β· πŸ“‹ 270 - 19% open Β· ⏱️ 04.08.2021):

     git clone https://github.com/1adrianb/face-alignment
    
  • PyPi (πŸ“₯ 7.3K / month Β· πŸ“¦ 12 Β· ⏱️ 14.09.2021):

     pip install face-alignment
    
mtcnn (πŸ₯‰25 Β· ⭐ 1.7K) - MTCNN face detection implementation for TensorFlow, as a PIP package. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 430 Β· πŸ“¦ 1.7K Β· πŸ“‹ 99 - 62% open Β· ⏱️ 09.07.2021):

     git clone https://github.com/ipazc/mtcnn
    
  • PyPi (πŸ“₯ 32K / month Β· πŸ“¦ 42 Β· ⏱️ 09.07.2021):

     pip install mtcnn
    
facenet-pytorch (πŸ₯‰24 Β· ⭐ 2.5K) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 540 Β· πŸ“₯ 160K Β· πŸ“¦ 540 Β· πŸ“‹ 140 - 36% open Β· ⏱️ 23.05.2021):

     git clone https://github.com/timesler/facenet-pytorch
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 6 Β· ⏱️ 10.03.2021):

     pip install facenet-pytorch
    
vidgear (πŸ₯‰24 Β· ⭐ 2K) - A High-performance cross-platform Video Processing Python framework.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 150 Β· πŸ“₯ 490 Β· πŸ“¦ 140 Β· πŸ“‹ 190 - 1% open Β· ⏱️ 27.10.2021):

     git clone https://github.com/abhiTronix/vidgear
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 2 Β· ⏱️ 27.10.2021):

     pip install vidgear
    
pyvips (πŸ₯‰24 Β· ⭐ 360) - python binding for libvips using cffi. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 31 Β· πŸ“¦ 240 Β· πŸ“‹ 250 - 35% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/libvips/pyvips
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 22 Β· ⏱️ 28.06.2021):

     pip install pyvips
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 10.09.2021):

     conda install -c conda-forge pyvips
    
Image Super-Resolution (πŸ₯‰23 Β· ⭐ 3.2K) - Super-scale your images and run experiments with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 570 Β· πŸ“¦ 65 Β· πŸ“‹ 190 - 41% open Β· ⏱️ 02.06.2021):

     git clone https://github.com/idealo/image-super-resolution
    
  • PyPi (πŸ“₯ 6.3K / month Β· πŸ“¦ 8 Β· ⏱️ 08.01.2020):

     pip install ISR
    
  • Docker Hub (πŸ“₯ 190 Β· ⏱️ 01.04.2019):

     docker pull idealo/image-super-resolution-gpu
    
PaddleSeg (πŸ₯‰23 Β· ⭐ 3.1K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 670 Β· πŸ“¦ 370 Β· πŸ“‹ 760 - 48% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PaddlePaddle/PaddleSeg
    
  • PyPi (πŸ“₯ 680 / month Β· ⏱️ 13.10.2021):

     pip install paddleseg
    
layout-parser (πŸ₯‰23 Β· ⭐ 2.6K) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 240 Β· πŸ“¦ 29 Β· πŸ“‹ 64 - 51% open Β· ⏱️ 23.09.2021):

     git clone https://github.com/Layout-Parser/layout-parser
    
  • PyPi (πŸ“₯ 3.9K / month Β· ⏱️ 23.09.2021):

     pip install layoutparser
    
tensorflow-graphics (πŸ₯‰23 Β· ⭐ 2.5K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 320 Β· πŸ“‹ 210 - 58% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/tensorflow/graphics
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 6 Β· ⏱️ 21.10.2021):

     pip install tensorflow-graphics
    
CellProfiler (πŸ₯‰23 Β· ⭐ 630) - An open-source application for biological image analysis. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“₯ 1.8K Β· πŸ“¦ 4 Β· πŸ“‹ 3K - 6% open Β· ⏱️ 05.11.2021):

     git clone https://github.com/CellProfiler/CellProfiler
    
  • PyPi (πŸ“₯ 860 / month Β· ⏱️ 04.09.2017):

     pip install cellprofiler
    
vit-pytorch (πŸ₯‰22 Β· ⭐ 6.5K) - Implementation of Vision Transformer, a simple way to achieve.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 900 Β· πŸ“¦ 51 Β· πŸ“‹ 140 - 47% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/lucidrains/vit-pytorch
    
  • PyPi (πŸ“₯ 4.8K / month Β· ⏱️ 13.11.2021):

     pip install vit-pytorch
    
deep-daze (πŸ₯‰22 Β· ⭐ 3.9K) - Simple command line tool for text to image generation using OpenAI's.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 270 Β· πŸ“¦ 30 Β· πŸ“‹ 150 - 53% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/lucidrains/deep-daze
    
  • PyPi (πŸ“₯ 23K / month Β· ⏱️ 19.10.2021):

     pip install deep-daze
    
Image Deduplicator (πŸ₯‰22 Β· ⭐ 3.9K Β· πŸ’€) - Finding duplicate images made easy!. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 330 Β· πŸ“¦ 20 Β· πŸ“‹ 89 - 33% open Β· ⏱️ 23.11.2020):

     git clone https://github.com/idealo/imagededup
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 2 Β· ⏱️ 22.11.2020):

     pip install imagededup
    
Torch Points 3D (πŸ₯‰22 Β· ⭐ 1.6K) - Pytorch framework for doing deep learning on point clouds. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 240 Β· πŸ“¦ 3 Β· πŸ“‹ 290 - 29% open Β· ⏱️ 09.11.2021):

     git clone https://github.com/nicolas-chaulet/torch-points3d
    
  • PyPi (πŸ“₯ 890 / month Β· ⏱️ 30.04.2021):

     pip install torch-points3d
    
lightly (πŸ₯‰22 Β· ⭐ 1.3K) - A python library for self-supervised learning on images. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 82 Β· πŸ“¦ 24 Β· πŸ“‹ 250 - 20% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/lightly-ai/lightly
    
  • PyPi (πŸ“₯ 1.5K / month Β· ⏱️ 02.11.2021):

     pip install lightly
    
pytorchvideo (πŸ₯‰21 Β· ⭐ 1.9K) - A deep learning library for video understanding research. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 170 Β· πŸ“‹ 100 - 39% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/facebookresearch/pytorchvideo
    
  • PyPi (πŸ“₯ 9.6K / month Β· ⏱️ 14.09.2021):

     pip install pytorchvideo
    
nude.py (πŸ₯‰21 Β· ⭐ 820 Β· πŸ’€) - Nudity detection with Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 130 Β· πŸ“¦ 1.2K Β· πŸ“‹ 10 - 70% open Β· ⏱️ 23.11.2020):

     git clone https://github.com/hhatto/nude.py
    
  • PyPi (πŸ“₯ 7.9K / month Β· πŸ“¦ 18 Β· ⏱️ 23.11.2020):

     pip install nudepy
    
image-match (πŸ₯‰20 Β· ⭐ 2.7K) - Quickly search over billions of images. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 380 Β· πŸ“‹ 100 - 53% open Β· ⏱️ 21.09.2021):

     git clone https://github.com/ProvenanceLabs/image-match
    
  • PyPi (πŸ“₯ 980 / month Β· πŸ“¦ 6 Β· ⏱️ 13.02.2017):

     pip install image_match
    
vissl (πŸ₯‰20 Β· ⭐ 2.2K) - VISSL is FAIR's library of extensible, modular and scalable components.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 210 Β· πŸ“¦ 3 Β· πŸ“‹ 130 - 34% open Β· ⏱️ 08.11.2021):

     git clone https://github.com/facebookresearch/vissl
    
  • PyPi (πŸ“₯ 260 / month Β· ⏱️ 02.11.2021):

     pip install vissl
    
Classy Vision (πŸ₯‰20 Β· ⭐ 1.4K) - An end-to-end PyTorch framework for image and video.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 240 Β· πŸ“‹ 110 - 46% open Β· ⏱️ 07.10.2021):

     git clone https://github.com/facebookresearch/ClassyVision
    
  • PyPi (πŸ“₯ 3.4K / month Β· ⏱️ 09.07.2021):

     pip install classy_vision
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 11.12.2020):

     conda install -c conda-forge classy_vision
    
Norfair (πŸ₯‰20 Β· ⭐ 1.1K) - Lightweight Python library for adding real-time object tracking to any.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 84 Β· πŸ“‹ 39 - 20% open Β· ⏱️ 01.10.2021):

     git clone https://github.com/tryolabs/norfair
    
  • PyPi (πŸ“₯ 2.9K / month Β· ⏱️ 29.07.2021):

     pip install norfair
    
Caer (πŸ₯‰20 Β· ⭐ 570) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 100 Β· πŸ“₯ 19 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/jasmcaus/caer
    
  • PyPi (πŸ“₯ 4.4K / month Β· ⏱️ 13.10.2021):

     pip install caer
    
PaddleDetection (πŸ₯‰19 Β· ⭐ 4.9K) - Object detection and instance segmentation toolkit.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 1.3K Β· πŸ“¦ 6 Β· πŸ“‹ 2.6K - 27% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PaddlePaddle/PaddleDetection
    
MMF (πŸ₯‰19 Β· ⭐ 4.7K) - A modular framework for vision & language multimodal research from.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 780 Β· πŸ“¦ 9 Β· πŸ“‹ 600 - 31% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/facebookresearch/mmf
    
  • PyPi (πŸ“₯ 510 / month Β· ⏱️ 12.06.2020):

     pip install mmf
    
DEβ«ΆTR (πŸ₯‰16 Β· ⭐ 7.9K) - End-to-End Object Detection with Transformers. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 1.4K Β· πŸ“‹ 400 - 32% open Β· ⏱️ 18.10.2021):

     git clone https://github.com/facebookresearch/detr
    
PySlowFast (πŸ₯‰15 Β· ⭐ 4.3K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 840 Β· πŸ“¦ 5 Β· πŸ“‹ 470 - 50% open Β· ⏱️ 28.10.2021):

     git clone https://github.com/facebookresearch/SlowFast
    
pycls (πŸ₯‰15 Β· ⭐ 1.8K) - Codebase for Image Classification Research, written in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 200 Β· πŸ“¦ 4 Β· πŸ“‹ 72 - 26% open Β· ⏱️ 19.08.2021):

     git clone https://github.com/facebookresearch/pycls
    
Show 8 hidden projects...
  • imgaug (πŸ₯‡32 Β· ⭐ 12K Β· πŸ’€) - Image augmentation for machine learning experiments. MIT
  • glfw (πŸ₯ˆ31 Β· ⭐ 8.3K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • chainercv (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
  • PyTorch3D (πŸ₯‰22 Β· ⭐ 5.4K) - PyTorch3D is FAIR's library of reusable components for.. ❗Unlicensed
  • segmentation_models (πŸ₯‰22 Β· ⭐ 3.5K Β· πŸ’€) - Segmentation models with pretrained backbones. Keras.. MIT
  • Pillow-SIMD (πŸ₯‰22 Β· ⭐ 1.7K Β· πŸ’€) - The friendly PIL fork. ❗️PIL
  • Luminoth (πŸ₯‰21 Β· ⭐ 2.4K Β· πŸ’€) - Deep Learning toolkit for Computer Vision. BSD-3
  • solt (πŸ₯‰17 Β· ⭐ 250 Β· πŸ’€) - Streaming over lightweight data transformations. MIT

Graph Data

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

networkx (πŸ₯‡35 Β· ⭐ 9.9K) - Network Analysis in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 550 Β· πŸ”€ 2.4K Β· πŸ“₯ 57 Β· πŸ“¦ 90K Β· πŸ“‹ 2.8K - 11% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/networkx/networkx
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 21K Β· ⏱️ 09.09.2021):

     pip install networkx
    
  • Conda (πŸ“₯ 5M Β· ⏱️ 26.10.2021):

     conda install -c conda-forge networkx
    
dgl (πŸ₯‡30 Β· ⭐ 8.4K) - Python package built to ease deep learning on graph, on top of existing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 1.8K Β· πŸ“‹ 1.3K - 23% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/dmlc/dgl
    
  • PyPi (πŸ“₯ 88K / month Β· πŸ“¦ 30 Β· ⏱️ 27.05.2021):

     pip install dgl
    
PyTorch Geometric (πŸ₯‡29 Β· ⭐ 13K) - Graph Neural Network Library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 2.2K Β· πŸ“‹ 2.3K - 37% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/rusty1s/pytorch_geometric
    
  • PyPi (πŸ“₯ 45K / month Β· πŸ“¦ 24 Β· ⏱️ 26.10.2021):

     pip install torch-geometric
    
StellarGraph (πŸ₯ˆ26 Β· ⭐ 2.2K) - StellarGraph - Machine Learning on Graphs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 320 Β· πŸ“¦ 93 Β· πŸ“‹ 980 - 25% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/stellargraph/stellargraph
    
  • PyPi (πŸ“₯ 9K / month Β· πŸ“¦ 4 Β· ⏱️ 30.06.2020):

     pip install stellargraph
    
ogb (πŸ₯ˆ25 Β· ⭐ 1.1K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 230 Β· πŸ“¦ 180 Β· ⏱️ 08.11.2021):

     git clone https://github.com/snap-stanford/ogb
    
  • PyPi (πŸ“₯ 9.2K / month Β· ⏱️ 29.09.2021):

     pip install ogb
    
Spektral (πŸ₯ˆ24 Β· ⭐ 1.9K) - Graph Neural Networks with Keras and Tensorflow 2. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 250 Β· πŸ“¦ 82 Β· πŸ“‹ 190 - 18% open Β· ⏱️ 26.10.2021):

     git clone https://github.com/danielegrattarola/spektral
    
  • PyPi (πŸ“₯ 5.4K / month Β· ⏱️ 23.08.2021):

     pip install spektral
    
Node2Vec (πŸ₯ˆ23 Β· ⭐ 800) - Implementation of the node2vec algorithm. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 180 Β· ⏱️ 09.10.2021):

     git clone https://github.com/eliorc/node2vec
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 10 Β· ⏱️ 09.10.2021):

     pip install node2vec
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 25.04.2020):

     conda install -c conda-forge node2vec
    
AmpliGraph (πŸ₯ˆ22 Β· ⭐ 1.6K) - Python library for Representation Learning on Knowledge.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 180 Β· πŸ“¦ 16 Β· πŸ“‹ 200 - 9% open Β· ⏱️ 25.05.2021):

     git clone https://github.com/Accenture/AmpliGraph
    
  • PyPi (πŸ“₯ 1.3K / month Β· ⏱️ 25.05.2021):

     pip install ampligraph
    
pygraphistry (πŸ₯ˆ22 Β· ⭐ 1.5K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 140 Β· πŸ“¦ 51 Β· πŸ“‹ 170 - 37% open Β· ⏱️ 18.10.2021):

     git clone https://github.com/graphistry/pygraphistry
    
  • PyPi (πŸ“₯ 980 / month Β· πŸ“¦ 4 Β· ⏱️ 18.10.2021):

     pip install graphistry
    
Paddle Graph Learning (πŸ₯ˆ21 Β· ⭐ 1.1K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 180 Β· πŸ“¦ 21 Β· πŸ“‹ 100 - 39% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PaddlePaddle/PGL
    
  • PyPi (πŸ“₯ 730 / month Β· πŸ“¦ 2 Β· ⏱️ 10.07.2021):

     pip install pgl
    
graph4nlp (πŸ₯ˆ21 Β· ⭐ 1.1K) - Graph4nlp is the library for the easy use of Graph Neural.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 120 Β· πŸ“‹ 80 - 3% open Β· ⏱️ 27.09.2021):

     git clone https://github.com/graph4ai/graph4nlp
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 29.09.2021):

     pip install graph4nlp
    
torch-cluster (πŸ₯ˆ21 Β· ⭐ 440) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 82 Β· πŸ“‹ 120 - 31% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/rusty1s/pytorch_cluster
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 32 Β· ⏱️ 01.03.2021):

     pip install torch-cluster
    
PyTorch-BigGraph (πŸ₯‰20 Β· ⭐ 2.9K) - Generate embeddings from large-scale graph-structured.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 390 Β· πŸ“₯ 120 Β· πŸ“‹ 170 - 31% open Β· ⏱️ 27.10.2021):

     git clone https://github.com/facebookresearch/PyTorch-BigGraph
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 4 Β· ⏱️ 01.05.2019):

     pip install torchbiggraph
    
pytorch_geometric_temporal (πŸ₯‰20 Β· ⭐ 1.2K) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 150 Β· πŸ“‹ 65 - 3% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
    
  • PyPi (πŸ“₯ 970 / month Β· ⏱️ 11.09.2021):

     pip install torch-geometric-temporal
    
PyKEEN (πŸ₯‰20 Β· ⭐ 590) - A Python library for learning and evaluating knowledge graph embeddings. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 83 Β· πŸ“₯ 92 Β· πŸ“‹ 300 - 34% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/pykeen/pykeen
    
  • PyPi (πŸ“₯ 840 / month Β· πŸ“¦ 2 Β· ⏱️ 18.10.2021):

     pip install pykeen
    
graph-nets (πŸ₯‰19 Β· ⭐ 5K Β· πŸ’€) - Build Graph Nets in Tensorflow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 760 Β· πŸ“‹ 120 - 5% open Β· ⏱️ 04.12.2020):

     git clone https://github.com/deepmind/graph_nets
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 7 Β· ⏱️ 29.01.2020):

     pip install graph-nets
    
kglib (πŸ₯‰16 Β· ⭐ 480) - Grakn Knowledge Graph Library (ML R&D). Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 85 Β· πŸ“₯ 210 Β· πŸ“‹ 61 - 19% open Β· ⏱️ 22.10.2021):

     git clone https://github.com/vaticle/kglib
    
  • PyPi (πŸ“₯ 87 / month Β· ⏱️ 19.08.2020):

     pip install grakn-kglib
    
OpenKE (πŸ₯‰14 Β· ⭐ 2.8K Β· πŸ’€) - An Open-Source Package for Knowledge Embedding (KE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 820 Β· πŸ“‹ 380 - 18% open Β· ⏱️ 06.04.2021):

     git clone https://github.com/thunlp/OpenKE
    
AutoGL (πŸ₯‰14 Β· ⭐ 710) - An autoML framework & toolkit for machine learning on graphs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 70 Β· πŸ“‹ 15 - 33% open Β· ⏱️ 12.08.2021):

     git clone https://github.com/THUMNLab/AutoGL
    
  • PyPi (πŸ“₯ 53 / month Β· ⏱️ 23.12.2020):

     pip install auto-graph-learning
    
GraphVite (πŸ₯‰11 Β· ⭐ 970 Β· πŸ’€) - GraphVite: A General and High-performance Graph Embedding.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 130 Β· πŸ“‹ 91 - 38% open Β· ⏱️ 14.01.2021):

     git clone https://github.com/DeepGraphLearning/graphvite
    
  • Conda (πŸ“₯ 4K Β· ⏱️ 19.03.2020):

     conda install -c milagraph graphvite
    
Show 12 hidden projects...
  • igraph (πŸ₯‡27 Β· ⭐ 890) - Python interface for igraph. ❗️GPL-2.0
  • pygal (πŸ₯ˆ26 Β· ⭐ 2.4K) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
  • Karate Club (πŸ₯ˆ23 Β· ⭐ 1.4K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0
  • DeepWalk (πŸ₯ˆ21 Β· ⭐ 2.3K Β· πŸ’€) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
  • pyRDF2Vec (πŸ₯‰18 Β· ⭐ 130) - Python Implementation and Extension of RDF2Vec. MIT
  • DIG (πŸ₯‰17 Β· ⭐ 940) - A library for graph deep learning research. ❗️GPL-3.0
  • Sematch (πŸ₯‰17 Β· ⭐ 370 Β· πŸ’€) - semantic similarity framework for knowledge graph. Apache-2
  • DeepGraph (πŸ₯‰17 Β· ⭐ 250) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
  • GraphEmbedding (πŸ₯‰16 Β· ⭐ 2.4K Β· πŸ’€) - Implementation and experiments of graph embedding.. MIT
  • Euler (πŸ₯‰14 Β· ⭐ 2.7K Β· πŸ’€) - A distributed graph deep learning framework. Apache-2
  • OpenNE (πŸ₯‰14 Β· ⭐ 1.5K Β· πŸ’€) - An Open-Source Package for Network Embedding (NE). MIT
  • GraphSAGE (πŸ₯‰13 Β· ⭐ 2.5K Β· πŸ’€) - Representation learning on large graphs using stochastic.. MIT

Audio Data

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

Pydub (πŸ₯‡30 Β· ⭐ 5.7K) - Manipulate audio with a simple and easy high level interface. MIT
  • GitHub (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 760 Β· πŸ“¦ 9.5K Β· πŸ“‹ 460 - 44% open Β· ⏱️ 08.06.2021):

     git clone https://github.com/jiaaro/pydub
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 1.4K Β· ⏱️ 10.03.2021):

     pip install pydub
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 13.03.2021):

     conda install -c conda-forge pydub
    
espnet (πŸ₯‡28 Β· ⭐ 4.4K) - End-to-End Speech Processing Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.4K Β· πŸ“₯ 73 Β· πŸ“¦ 25 Β· πŸ“‹ 1.6K - 16% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/espnet/espnet
    
  • PyPi (πŸ“₯ 4.2K / month Β· ⏱️ 10.11.2021):

     pip install espnet
    
librosa (πŸ₯ˆ27 Β· ⭐ 4.8K) - Python library for audio and music analysis. ISC
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 770 Β· πŸ“‹ 930 - 5% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/librosa/librosa
    
  • PyPi (πŸ“₯ 480K / month Β· πŸ“¦ 1.8K Β· ⏱️ 26.05.2021):

     pip install librosa
    
  • Conda (πŸ“₯ 410K Β· ⏱️ 26.05.2021):

     conda install -c conda-forge librosa
    
pyAudioAnalysis (πŸ₯ˆ27 Β· ⭐ 4.2K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 1K Β· πŸ“¦ 240 Β· πŸ“‹ 290 - 60% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/tyiannak/pyAudioAnalysis
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 22 Β· ⏱️ 12.11.2021):

     pip install pyAudioAnalysis
    
torchaudio (πŸ₯ˆ27 Β· ⭐ 1.5K) - Data manipulation and transformation for audio signal.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 360 Β· πŸ“‹ 560 - 23% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pytorch/audio
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 18 Β· ⏱️ 21.10.2021):

     pip install torchaudio
    
Magenta (πŸ₯ˆ26 Β· ⭐ 17K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 3.5K Β· πŸ“¦ 320 Β· πŸ“‹ 890 - 36% open Β· ⏱️ 30.06.2021):

     git clone https://github.com/magenta/magenta
    
  • PyPi (πŸ“₯ 7K / month Β· πŸ“¦ 70 Β· ⏱️ 12.11.2020):

     pip install magenta
    
spleeter (πŸ₯ˆ25 Β· ⭐ 18K) - Deezer source separation library including pretrained models. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 1.9K Β· πŸ“₯ 1.3M Β· πŸ“‹ 600 - 16% open Β· ⏱️ 03.09.2021):

     git clone https://github.com/deezer/spleeter
    
  • PyPi (πŸ“₯ 8.9K / month Β· ⏱️ 03.09.2021):

     pip install spleeter
    
  • Conda (πŸ“₯ 61K Β· ⏱️ 30.06.2020):

     conda install -c conda-forge spleeter
    
python_speech_features (πŸ₯ˆ25 Β· ⭐ 2K Β· πŸ’€) - This library provides common speech features for ASR.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 570 Β· πŸ“‹ 74 - 31% open Β· ⏱️ 31.12.2020):

     git clone https://github.com/jameslyons/python_speech_features
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 300 Β· ⏱️ 16.08.2017):

     pip install python_speech_features
    
python-soundfile (πŸ₯ˆ25 Β· ⭐ 420) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 57 Β· πŸ“₯ 2.7K Β· πŸ“‹ 160 - 38% open Β· ⏱️ 26.10.2021):

     git clone https://github.com/bastibe/python-soundfile
    
  • PyPi (πŸ“₯ 830K / month Β· πŸ“¦ 740 Β· ⏱️ 27.11.2019):

     pip install soundfile
    
DeepSpeech (πŸ₯‰24 Β· ⭐ 18K) - DeepSpeech is an open source embedded (offline, on-device).. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 3.3K):

     git clone https://github.com/mozilla/DeepSpeech
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 58 Β· ⏱️ 19.12.2020):

     pip install deepspeech
    
kapre (πŸ₯‰24 Β· ⭐ 790) - kapre: Keras Audio Preprocessors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 140 Β· πŸ“₯ 19 Β· πŸ“¦ 1.2K Β· πŸ“‹ 91 - 12% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/keunwoochoi/kapre
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 22 Β· ⏱️ 14.11.2021):

     pip install kapre
    
tinytag (πŸ₯‰24 Β· ⭐ 490) - Read music meta data and length of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 84 Β· πŸ“¦ 430 Β· πŸ“‹ 82 - 17% open Β· ⏱️ 28.08.2021):

     git clone https://github.com/devsnd/tinytag
    
  • PyPi (πŸ“₯ 9.9K / month Β· πŸ“¦ 96 Β· ⏱️ 28.08.2021):

     pip install tinytag
    
speechbrain (πŸ₯‰23 Β· ⭐ 3.3K) - A PyTorch-based Speech Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 570 Β· πŸ“¦ 88 Β· πŸ“‹ 520 - 21% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/speechbrain/speechbrain
    
  • PyPi (πŸ“₯ 6.8K / month Β· ⏱️ 11.09.2021):

     pip install speechbrain
    
Madmom (πŸ₯‰23 Β· ⭐ 820) - Python audio and music signal processing library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 140 Β· πŸ“¦ 160 Β· πŸ“‹ 240 - 22% open Β· ⏱️ 23.08.2021):

     git clone https://github.com/CPJKU/madmom
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 34 Β· ⏱️ 14.11.2018):

     pip install madmom
    
DDSP (πŸ₯‰22 Β· ⭐ 2K) - DDSP: Differentiable Digital Signal Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 200 Β· πŸ“¦ 16 Β· πŸ“‹ 120 - 16% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/magenta/ddsp
    
  • PyPi (πŸ“₯ 1.4K / month Β· ⏱️ 28.08.2021):

     pip install ddsp
    
audiomentations (πŸ₯‰22 Β· ⭐ 780) - A Python library for audio data augmentation. Inspired by.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 97 Β· πŸ“¦ 89 Β· πŸ“‹ 89 - 25% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/iver56/audiomentations
    
  • PyPi (πŸ“₯ 2.2K / month Β· ⏱️ 18.10.2021):

     pip install audiomentations
    
Porcupine (πŸ₯‰21 Β· ⭐ 2.6K) - On-device wake word detection powered by deep learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 370 Β· πŸ“¦ 6 Β· πŸ“‹ 340 - 3% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/Picovoice/Porcupine
    
  • PyPi (πŸ“₯ 970 / month Β· ⏱️ 14.04.2021):

     pip install pvporcupine
    
nnAudio (πŸ₯‰21 Β· ⭐ 590) - Audio processing by using pytorch 1D convolution network. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 61 Β· πŸ“¦ 35 Β· πŸ“‹ 44 - 20% open Β· ⏱️ 02.09.2021):

     git clone https://github.com/KinWaiCheuk/nnAudio
    
  • PyPi (πŸ“₯ 1.6K / month Β· ⏱️ 02.09.2021):

     pip install nnAudio
    
Coqui TTS (πŸ₯‰20 Β· ⭐ 2.8K) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 210 Β· πŸ“₯ 37K Β· πŸ“‹ 170 - 11% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/coqui-ai/TTS
    
  • PyPi (πŸ“₯ 2.9K / month Β· ⏱️ 14.07.2017):

     pip install tts
    
TTS (πŸ₯‰18 Β· ⭐ 5.3K Β· πŸ’€) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 840 Β· πŸ“₯ 1.4K Β· πŸ“‹ 520 - 2% open Β· ⏱️ 12.02.2021):

     git clone https://github.com/mozilla/TTS
    
Show 7 hidden projects...
  • SpeechRecognition (πŸ₯‡29 Β· ⭐ 5.9K Β· πŸ’€) - Speech recognition module for Python, supporting.. BSD-3
  • audioread (πŸ₯ˆ27 Β· ⭐ 380 Β· πŸ’€) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
  • aubio (πŸ₯ˆ26 Β· ⭐ 2.6K Β· πŸ’€) - a library for audio and music analysis. ❗️GPL-3.0
  • Essentia (πŸ₯‰24 Β· ⭐ 2K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
  • Dejavu (πŸ₯‰20 Β· ⭐ 5.6K Β· πŸ’€) - Audio fingerprinting and recognition in Python. MIT
  • Julius (πŸ₯‰18 Β· ⭐ 230) - Fast PyTorch based DSP for audio and 1D signals. MIT
  • Muda (πŸ₯‰17 Β· ⭐ 200) - A library for augmenting annotated audio data. ISC

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₯‡34 Β· ⭐ 9.2K) - WebGL2 powered visualization framework. MIT
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.7K Β· πŸ“¦ 1.9K Β· πŸ“‹ 2.3K - 5% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/visgl/deck.gl
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 2 Β· ⏱️ 25.10.2021):

     pip install pydeck
    
  • Conda (πŸ“₯ 61K Β· ⏱️ 26.10.2021):

     conda install -c conda-forge pydeck
    
  • NPM (πŸ“₯ 230K / month Β· πŸ“¦ 560 Β· ⏱️ 16.11.2021):

     npm install deck.gl
    
GeoPandas (πŸ₯‡33 Β· ⭐ 2.9K) - Python tools for geographic data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 640 Β· πŸ“₯ 1.3K Β· πŸ“¦ 11K Β· πŸ“‹ 1.2K - 32% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/geopandas/geopandas
    
  • PyPi (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 16.10.2021):

     pip install geopandas
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 16.10.2021):

     conda install -c conda-forge geopandas
    
geopy (πŸ₯‡32 Β· ⭐ 3.5K) - Geocoding library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 560 Β· πŸ“¦ 29K Β· πŸ“‹ 250 - 9% open Β· ⏱️ 26.09.2021):

     git clone https://github.com/geopy/geopy
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 7.2K Β· ⏱️ 11.07.2021):

     pip install geopy
    
  • Conda (πŸ“₯ 620K Β· ⏱️ 12.07.2021):

     conda install -c conda-forge geopy
    
pyproj (πŸ₯‡32 Β· ⭐ 680) - Python interface to PROJ (cartographic projections and coordinate.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 170 Β· πŸ“¦ 12K Β· πŸ“‹ 450 - 2% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/pyproj4/pyproj
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 2.5K Β· ⏱️ 18.09.2021):

     pip install pyproj
    
  • Conda (πŸ“₯ 2.7M Β· ⏱️ 10.11.2021):

     conda install -c conda-forge pyproj
    
Shapely (πŸ₯ˆ31 Β· ⭐ 2.5K) - Manipulation and analysis of geometric objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 440 Β· πŸ“¦ 24K Β· πŸ“‹ 800 - 17% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/Toblerity/Shapely
    
  • PyPi (πŸ“₯ 5.8M / month Β· πŸ“¦ 5.5K Β· ⏱️ 25.10.2021):

     pip install shapely
    
  • Conda (πŸ“₯ 3M Β· ⏱️ 08.11.2021):

     conda install -c conda-forge shapely
    
Rasterio (πŸ₯ˆ31 Β· ⭐ 1.6K) - Rasterio reads and writes geospatial raster datasets. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 460 Β· πŸ“₯ 740 Β· πŸ“¦ 4K Β· πŸ“‹ 1.5K - 9% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/mapbox/rasterio
    
  • PyPi (πŸ“₯ 710K / month Β· πŸ“¦ 850 Β· ⏱️ 15.10.2021):

     pip install rasterio
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 12.11.2021):

     conda install -c conda-forge rasterio
    
Fiona (πŸ₯ˆ30 Β· ⭐ 860) - Fiona reads and writes geographic data files. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 180 Β· πŸ“¦ 7.1K Β· πŸ“‹ 650 - 12% open Β· ⏱️ 23.09.2021):

     git clone https://github.com/Toblerity/Fiona
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 1.2K Β· ⏱️ 31.05.2021):

     pip install fiona
    
  • Conda (πŸ“₯ 2.4M Β· ⏱️ 19.10.2021):

     conda install -c conda-forge fiona
    
folium (πŸ₯ˆ29 Β· ⭐ 5.5K Β· πŸ“‰) - Python Data. Leaflet.js Maps. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 2K Β· πŸ“¦ 13K Β· πŸ“‹ 900 - 20% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/python-visualization/folium
    
  • PyPi (πŸ“₯ 660K / month Β· πŸ“¦ 970 Β· ⏱️ 18.01.2021):

     pip install folium
    
  • Conda (πŸ“₯ 450K Β· ⏱️ 12.03.2021):

     conda install -c conda-forge folium
    
ipyleaflet (πŸ₯ˆ29 Β· ⭐ 1.2K) - A Jupyter - Leaflet.js bridge. MIT
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 300 Β· πŸ“¦ 1.3K Β· πŸ“‹ 450 - 38% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/jupyter-widgets/ipyleaflet
    
  • PyPi (πŸ“₯ 56K / month Β· πŸ“¦ 98 Β· ⏱️ 17.06.2021):

     pip install ipyleaflet
    
  • Conda (πŸ“₯ 770K Β· ⏱️ 17.06.2021):

     conda install -c conda-forge ipyleaflet
    
  • NPM (πŸ“₯ 39K / month Β· πŸ“¦ 2 Β· ⏱️ 17.06.2021):

     npm install jupyter-leaflet
    
geojson (πŸ₯‰28 Β· ⭐ 670) - Python bindings and utilities for GeoJSON. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 87 Β· πŸ“¦ 8K Β· πŸ“‹ 77 - 24% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/jazzband/geojson
    
  • PyPi (πŸ“₯ 660K / month Β· πŸ“¦ 1.8K Β· ⏱️ 09.08.2019):

     pip install geojson
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 11.08.2019):

     conda install -c conda-forge geojson
    
ArcGIS API (πŸ₯‰26 Β· ⭐ 1.2K) - Documentation and samples for ArcGIS API for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 820 Β· πŸ“₯ 650 Β· πŸ“‹ 400 - 28% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/Esri/arcgis-python-api
    
  • PyPi (πŸ“₯ 54K / month Β· πŸ“¦ 20 Β· ⏱️ 04.10.2021):

     pip install arcgis
    
  • Docker Hub (πŸ“₯ 5.2K Β· ⭐ 33 Β· ⏱️ 05.10.2021):

     docker pull esridocker/arcgis-api-python-notebook
    
PySAL (πŸ₯‰25 Β· ⭐ 940) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 270 Β· πŸ“‹ 600 - 1% open Β· ⏱️ 18.10.2021):

     git clone https://github.com/pysal/pysal
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 36 Β· ⏱️ 01.08.2021):

     pip install pysal
    
  • Conda (πŸ“₯ 430K Β· ⏱️ 02.08.2021):

     conda install -c conda-forge pysal
    
Mapbox GL (πŸ₯‰23 Β· ⭐ 590 Β· πŸ’€) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 120 Β· πŸ“¦ 120 Β· πŸ“‹ 100 - 34% open Β· ⏱️ 19.04.2021):

     git clone https://github.com/mapbox/mapboxgl-jupyter
    
  • PyPi (πŸ“₯ 9.3K / month Β· πŸ“¦ 18 Β· ⏱️ 02.06.2019):

     pip install mapboxgl
    
GeoViews (πŸ₯‰23 Β· ⭐ 380) - Simple, concise geographical visualization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 68 Β· πŸ“‹ 290 - 35% open Β· ⏱️ 29.09.2021):

     git clone https://github.com/holoviz/geoviews
    
  • PyPi (πŸ“₯ 7.4K / month Β· πŸ“¦ 20 Β· ⏱️ 29.09.2021):

     pip install geoviews
    
  • Conda (πŸ“₯ 84K Β· ⏱️ 29.09.2021):

     conda install -c conda-forge geoviews
    
EarthPy (πŸ₯‰21 Β· ⭐ 300) - A package built to support working with spatial data using open source.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 120 Β· πŸ“¦ 110 Β· πŸ“‹ 220 - 7% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/earthlab/earthpy
    
  • PyPi (πŸ“₯ 4.6K / month Β· πŸ“¦ 6 Β· ⏱️ 01.10.2021):

     pip install earthpy
    
  • Conda (πŸ“₯ 39K Β· ⏱️ 04.10.2021):

     conda install -c conda-forge earthpy
    
Show 6 hidden projects...
  • Geocoder (πŸ₯ˆ30 Β· ⭐ 1.4K Β· πŸ’€) - Python Geocoder. MIT
  • Sentinelsat (πŸ₯‰23 Β· ⭐ 690) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
  • geoplotlib (πŸ₯‰22 Β· ⭐ 940 Β· πŸ’€) - python toolbox for visualizing geographical data and making maps. MIT
  • gmaps (πŸ₯‰22 Β· ⭐ 720 Β· πŸ’€) - Google maps for Jupyter notebooks. BSD-3
  • Satpy (πŸ₯‰21 Β· ⭐ 770) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
  • pymap3d (πŸ₯‰19 Β· ⭐ 220) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2

Financial Data

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

yfinance (πŸ₯‡29 Β· ⭐ 6K) - Yahoo! Finance market data downloader (+faster Pandas Datareader). Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 1.4K Β· πŸ“¦ 7.9K Β· πŸ“‹ 690 - 54% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/ranaroussi/yfinance
    
  • PyPi (πŸ“₯ 360K / month Β· πŸ“¦ 26 Β· ⏱️ 13.11.2021):

     pip install yfinance
    
  • Conda (πŸ“₯ 16K Β· ⏱️ 10.07.2021):

     conda install -c ranaroussi yfinance
    
ta (πŸ₯‡27 Β· ⭐ 2.6K Β· πŸ’€) - Technical Analysis Library using Pandas and Numpy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 610 Β· πŸ“¦ 850 Β· πŸ“‹ 200 - 55% open Β· ⏱️ 29.11.2020):

     git clone https://github.com/bukosabino/ta
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 12 Β· ⏱️ 29.11.2020):

     pip install ta
    
Alpha Vantage (πŸ₯ˆ26 Β· ⭐ 3.5K) - A python wrapper for Alpha Vantage API for financial data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 620 Β· πŸ“‹ 250 - 7% open Β· ⏱️ 14.06.2021):

     git clone https://github.com/RomelTorres/alpha_vantage
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 200 Β· ⏱️ 26.08.2018):

     pip install alpha_vantage
    
IB-insync (πŸ₯ˆ25 Β· ⭐ 1.6K) - Python sync/async framework for Interactive Brokers API. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 450 Β· πŸ“‹ 350 - 1% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/erdewit/ib_insync
    
  • PyPi (πŸ“₯ 8K / month Β· πŸ“¦ 12 Β· ⏱️ 13.10.2021):

     pip install ib_insync
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 13.10.2021):

     conda install -c conda-forge ib-insync
    
bt (πŸ₯ˆ24 Β· ⭐ 1.2K) - bt - flexible backtesting for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 290 Β· πŸ“¦ 79 Β· πŸ“‹ 270 - 16% open Β· ⏱️ 15.05.2021):

     git clone https://github.com/pmorissette/bt
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 40 Β· ⏱️ 21.04.2021):

     pip install bt
    
ffn (πŸ₯ˆ24 Β· ⭐ 1K Β· πŸ’€) - ffn - a financial function library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 200 Β· πŸ“¦ 160 Β· πŸ“‹ 96 - 16% open Β· ⏱️ 24.04.2021):

     git clone https://github.com/pmorissette/ffn
    
  • PyPi (πŸ“₯ 35K / month Β· πŸ“¦ 42 Β· ⏱️ 21.04.2021):

     pip install ffn
    
Enigma Catalyst (πŸ₯‰23 Β· ⭐ 2.3K) - An Algorithmic Trading Library for Crypto-Assets in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 670 Β· πŸ“¦ 23 Β· πŸ“‹ 480 - 25% open Β· ⏱️ 22.09.2021):

     git clone https://github.com/enigmampc/catalyst
    
  • PyPi (πŸ“₯ 740 / month Β· πŸ“¦ 2 Β· ⏱️ 11.11.2018):

     pip install enigma-catalyst
    
stockstats (πŸ₯‰23 Β· ⭐ 890) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 240 Β· πŸ“¦ 350 Β· πŸ“‹ 71 - 50% open Β· ⏱️ 03.08.2021):

     git clone https://github.com/jealous/stockstats
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 48 Β· ⏱️ 17.10.2020):

     pip install stockstats
    
TensorTrade (πŸ₯‰22 Β· ⭐ 3.6K) - An open source reinforcement learning framework for training,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 820 Β· πŸ“¦ 25 Β· πŸ“‹ 190 - 13% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/tensortrade-org/tensortrade
    
  • PyPi (πŸ“₯ 790 / month Β· πŸ“¦ 1 Β· ⏱️ 10.05.2021):

     pip install tensortrade
    
Qlib (πŸ₯‰21 Β· ⭐ 7.1K) - Qlib is an AI-oriented quantitative investment platform, which aims to.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 1.1K Β· πŸ“₯ 270 Β· πŸ“¦ 7 Β· πŸ“‹ 340 - 30% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/microsoft/qlib
    
  • PyPi (πŸ“₯ 3.2K / month Β· ⏱️ 30.09.2021):

     pip install pyqlib
    
finmarketpy (πŸ₯‰21 Β· ⭐ 2.8K) - Python library for backtesting trading strategies & analyzing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 450 Β· πŸ“₯ 40 Β· πŸ“¦ 4 Β· πŸ“‹ 26 - 88% open Β· ⏱️ 07.10.2021):

     git clone https://github.com/cuemacro/finmarketpy
    
  • PyPi (πŸ“₯ 180 / month Β· ⏱️ 07.10.2021):

     pip install finmarketpy
    
Crypto Signals (πŸ₯‰19 Β· ⭐ 3.6K) - Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 990 Β· πŸ“‹ 250 - 21% open Β· ⏱️ 28.06.2021):

     git clone https://github.com/CryptoSignal/crypto-signal
    
  • Docker Hub (πŸ“₯ 140K Β· ⭐ 7 Β· ⏱️ 03.09.2020):

     docker pull shadowreaver/crypto-signal
    
tf-quant-finance (πŸ₯‰19 Β· ⭐ 2.9K) - High-performance TensorFlow library for quantitative.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 390 Β· πŸ“‹ 35 - 48% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/google/tf-quant-finance
    
  • PyPi (πŸ“₯ 480 / month Β· ⏱️ 15.11.2021):

     pip install tf-quant-finance
    
Show 10 hidden projects...
  • zipline (πŸ₯‡30 Β· ⭐ 15K Β· πŸ’€) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
  • backtrader (πŸ₯‡27 Β· ⭐ 7.7K) - Python Backtesting library for trading strategies. ❗️GPL-3.0
  • pyfolio (πŸ₯‡27 Β· ⭐ 4.1K Β· πŸ’€) - Portfolio and risk analytics in Python. Apache-2
  • empyrical (πŸ₯ˆ26 Β· ⭐ 860 Β· πŸ’€) - Common financial risk and performance metrics. Used by zipline.. Apache-2
  • Alphalens (πŸ₯ˆ24 Β· ⭐ 2.1K Β· πŸ’€) - Performance analysis of predictive (alpha) stock factors. Apache-2
  • arch (πŸ₯ˆ24 Β· ⭐ 830) - ARCH models in Python. ❗️NCSA
  • PyAlgoTrade (πŸ₯‰23 Β· ⭐ 3.5K Β· πŸ’€) - Python Algorithmic Trading Library. Apache-2
  • FinTA (πŸ₯‰22 Β· ⭐ 1.3K) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
  • Backtesting.py (πŸ₯‰19 Β· ⭐ 1.9K) - Backtest trading strategies in Python. ❗️AGPL-3.0
  • surpriver (πŸ₯‰12 Β· ⭐ 1.4K Β· πŸ’€) - Find big moving stocks before they move using machine.. ❗️GPL-3.0

Time Series Data

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

pmdarima (πŸ₯‡28 Β· ⭐ 1K) - A statistical library designed to fill the void in Python's time series.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 180 Β· πŸ“¦ 1.5K Β· πŸ“‹ 260 - 8% open Β· ⏱️ 05.11.2021):

     git clone https://github.com/alkaline-ml/pmdarima
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 12 Β· ⏱️ 05.11.2021):

     pip install pmdarima
    
Prophet (πŸ₯‡26 Β· ⭐ 14K) - Tool for producing high quality forecasts for time series data that has.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 3.9K Β· πŸ“₯ 640 Β· πŸ“‹ 1.7K - 9% open Β· ⏱️ 03.10.2021):

     git clone https://github.com/facebook/prophet
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 150 Β· ⏱️ 05.09.2020):

     pip install fbprophet
    
tsfresh (πŸ₯‡26 Β· ⭐ 6K) - Automatic extraction of relevant features from time series:. MIT
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 920 Β· πŸ“‹ 470 - 8% open Β· ⏱️ 31.10.2021):

     git clone https://github.com/blue-yonder/tsfresh
    
  • PyPi (πŸ“₯ 250K / month Β· πŸ“¦ 66 Β· ⏱️ 09.09.2020):

     pip install tsfresh
    
  • Conda (πŸ“₯ 63K Β· ⏱️ 07.03.2021):

     conda install -c conda-forge tsfresh
    
sktime (πŸ₯‡26 Β· ⭐ 4.7K) - A unified framework for machine learning with time series. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 670 Β· πŸ“₯ 64 Β· πŸ“¦ 290 Β· πŸ“‹ 740 - 33% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/alan-turing-institute/sktime
    
  • PyPi (πŸ“₯ 120K / month Β· ⏱️ 28.10.2021):

     pip install sktime
    
tslearn (πŸ₯‡26 Β· ⭐ 1.9K) - A machine learning toolkit dedicated to time-series data. BSD-2