Best-of Machine Learning with Python

🏆  A ranked list of awesome machine learning Python libraries. Updated weekly.

This curated list contains 880 awesome open-source projects with a total of 3M 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

• Machine Learning Frameworks 55 projects
• Data Visualization 50 projects
• Text Data & NLP 90 projects
• Image Data 56 projects
• Graph Data 32 projects
• Audio Data 27 projects
• Geospatial Data 21 projects
• Financial Data 23 projects
• Time Series Data 22 projects
• Medical Data 19 projects
• Tabular Data 3 projects
• Optical Character Recognition 11 projects
• Data Containers & Structures 29 projects
• Data Loading & Extraction 1 projects
• Web Scraping & Crawling 1 projects
• Data Pipelines & Streaming 41 projects
• Distributed Machine Learning 29 projects
• Hyperparameter Optimization & AutoML 47 projects
• Reinforcement Learning 21 projects
• Recommender Systems 15 projects
• Privacy Machine Learning 6 projects
• Workflow & Experiment Tracking 36 projects
• Model Serialization & Deployment 14 projects
• Model Interpretability 50 projects
• Vector Similarity Search (ANN) 12 projects
• Probabilistics & Statistics 23 projects
• Adversarial Robustness 9 projects
• GPU Utilities 18 projects
• Tensorflow Utilities 15 projects
• Sklearn Utilities 17 projects
• Pytorch Utilities 31 projects
• Database Clients 1 projects
• Others 57 projects

Explanation

• 🥇🥈🥉  Combined project-quality score
• ⭐️  Star count from GitHub
• 🐣  New project (less than 6 months old)
• 💤  Inactive project (6 months no activity)
• 💀  Dead project (12 months no activity)
• 📈📉  Project is trending up or down
• ➕  Project was recently added
• ❗️  Warning (e.g. missing/risky license)
• 👨‍💻  Contributors count from GitHub
• 🔀  Fork count from GitHub
• 📋  Issue count from GitHub
• ⏱️  Last update timestamp on package manager
• 📥  Download count from package manager
• 📦  Number of dependent projects
•   Tensorflow related project
•   Sklearn related project
•   PyTorch related project
•   MxNet related project
•   Apache Spark related project
•   Jupyter related project
•   PaddlePaddle related project
•   Pandas related project

Machine Learning Frameworks

General-purpose machine learning and deep learning frameworks.

Tensorflow (🥇44 · ⭐ 160K) - An Open Source Machine Learning Framework for Everyone. Apache-2

• GitHub (👨‍💻 3.7K · 🔀 85K · 📦 150K · 📋 32K - 11% open · ⏱️ 15.07.2021):

   git clone https://github.com/tensorflow/tensorflow
  

• PyPi (📥 10M / month · 📦 23K · ⏱️ 13.07.2021):

   pip install tensorflow
  

• Conda (📥 2.7M · ⏱️ 30.04.2021):

   conda install -c conda-forge tensorflow
  

• Docker Hub (📥 56M · ⭐ 1.9K · ⏱️ 15.07.2021):

   docker pull tensorflow/tensorflow
  

PyTorch (🥇41 · ⭐ 49K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3

• GitHub (👨‍💻 2.8K · 🔀 13K · 📦 86K · 📋 24K - 38% open · ⏱️ 15.07.2021):

   git clone https://github.com/pytorch/pytorch
  

• PyPi (📥 4.4M / month · 📦 6.7K · ⏱️ 15.06.2021):

   pip install torch
  

• Conda (📥 12M · ⏱️ 15.06.2021):

   conda install -c pytorch pytorch
  

scikit-learn (🥇38 · ⭐ 46K) - scikit-learn: machine learning in Python. BSD-3

• GitHub (👨‍💻 2.3K · 🔀 22K · 📥 710 · 📦 240K · 📋 9.4K - 25% open · ⏱️ 15.07.2021):

   git clone https://github.com/scikit-learn/scikit-learn
  

• PyPi (📥 27M / month · 📦 38K · ⏱️ 28.04.2021):

   pip install scikit-learn
  

• Conda (📥 8.7M · ⏱️ 06.07.2021):

   conda install -c conda-forge scikit-learn
  

PySpark (🥇38 · ⭐ 30K) - Apache Spark Python API. Apache-2

• GitHub (👨‍💻 2.5K · 🔀 24K · 📦 600 · ⏱️ 15.07.2021):

   git clone https://github.com/apache/spark
  

• PyPi (📥 12M / month · 📦 760 · ⏱️ 27.05.2021):

   pip install pyspark
  

• Conda (📥 1.2M · ⏱️ 29.05.2021):

   conda install -c conda-forge pyspark
  

XGBoost (🥇37 · ⭐ 21K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2

• GitHub (👨‍💻 520 · 🔀 8K · 📥 2.6K · 📦 19K · 📋 4.1K - 7% open · ⏱️ 15.07.2021):

   git clone https://github.com/dmlc/xgboost
  

• PyPi (📥 6.1M / month · 📦 1.6K · ⏱️ 13.05.2021):

   pip install xgboost
  

• Conda (📥 1.8M · ⏱️ 29.04.2021):

   conda install -c conda-forge xgboost
  

LightGBM (🥇36 · ⭐ 13K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT

• GitHub (👨‍💻 240 · 🔀 3.3K · 📥 110K · 📦 7.9K · 📋 2.3K - 5% open · ⏱️ 12.07.2021):

   git clone https://github.com/microsoft/LightGBM
  

• PyPi (📥 3.7M / month · 📦 560 · ⏱️ 22.03.2021):

   pip install lightgbm
  

• Conda (📥 650K · ⏱️ 20.04.2021):

   conda install -c conda-forge lightgbm
  

MXNet (🥈34 · ⭐ 20K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2

• GitHub (👨‍💻 960 · 🔀 6.9K · 📥 24K · 📦 2.2K · 📋 9.6K - 20% open · ⏱️ 13.07.2021):

   git clone https://github.com/apache/incubator-mxnet
  

• PyPi (📥 210K / month · 📦 440 · ⏱️ 31.03.2021):

   pip install mxnet
  

• Conda (📥 6.3K · ⏱️ 29.02.2020):

   conda install -c anaconda mxnet
  

pytorch-lightning (🥈34 · ⭐ 15K) - The lightweight PyTorch wrapper for high-performance.. Apache-2

• GitHub (👨‍💻 490 · 🔀 1.7K · 📥 3.8K · 📦 3.7K · 📋 3.6K - 9% open · ⏱️ 14.07.2021):

   git clone https://github.com/PyTorchLightning/pytorch-lightning
  

• PyPi (📥 540K / month · 📦 14 · ⏱️ 01.07.2021):

   pip install pytorch-lightning
  

• Conda (📥 190K · ⏱️ 01.07.2021):

   conda install -c conda-forge pytorch-lightning
  

Theano (🥈34 · ⭐ 9.4K) - Theano was a Python library that allows you to define, optimize, and.. BSD-3

• GitHub (👨‍💻 380 · 🔀 2.5K · 📦 11K · 📋 2.8K - 24% open · ⏱️ 13.04.2021):

   git clone https://github.com/Theano/Theano
  

• PyPi (📥 240K / month · 📦 5.5K · ⏱️ 27.07.2020):

   pip install theano
  

• Conda (📥 1.6M · ⏱️ 05.06.2021):

   conda install -c conda-forge theano
  

PyFlink (🥈33 · ⭐ 17K) - Apache Flink Python API. Apache-2

• GitHub (👨‍💻 1.3K · 🔀 9.1K · 📦 310 · ⏱️ 15.07.2021):

   git clone https://github.com/apache/flink
  

• PyPi (📥 7.7K / month · ⏱️ 28.05.2021):

   pip install apache-flink
  

StatsModels (🥈33 · ⭐ 6.4K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3

• GitHub (👨‍💻 320 · 🔀 2.3K · 📥 25 · 📦 46K · 📋 4.5K - 47% open · ⏱️ 15.07.2021):

   git clone https://github.com/statsmodels/statsmodels
  

• PyPi (📥 5.5M / month · 📦 6.7K · ⏱️ 02.02.2021):

   pip install statsmodels
  

• Conda (📥 4.4M · ⏱️ 15.02.2021):

   conda install -c conda-forge statsmodels
  

Fastai (🥈32 · ⭐ 21K) - The fastai deep learning library. Apache-2

• GitHub (👨‍💻 470 · 🔀 7K · 📋 1.5K - 6% open · ⏱️ 14.07.2021):

   git clone https://github.com/fastai/fastai
  

• PyPi (📥 150K / month · 📦 370 · ⏱️ 14.07.2021):

   pip install fastai
  

Chainer (🥈32 · ⭐ 5.6K) - A flexible framework of neural networks for deep learning. MIT

• GitHub (👨‍💻 320 · 🔀 1.4K · 📦 2.3K · 📋 2K - 0% open · ⏱️ 10.06.2021):

   git clone https://github.com/chainer/chainer
  

• PyPi (📥 30K / month · 📦 740 · ⏱️ 10.06.2021):

   pip install chainer
  

Thinc (🥈32 · ⭐ 2.3K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT

• GitHub (👨‍💻 39 · 🔀 210 · 📦 15K · 📋 110 - 15% open · ⏱️ 01.07.2021):

   git clone https://github.com/explosion/thinc
  

• PyPi (📥 2.5M / month · 📦 1.1K · ⏱️ 01.07.2021):

   pip install thinc
  

• Conda (📥 1.5M · ⏱️ 04.07.2021):

   conda install -c conda-forge thinc
  

PaddlePaddle (🥈31 · ⭐ 16K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2

• GitHub (👨‍💻 570 · 🔀 3.9K · 📥 15K · 📦 56 · 📋 14K - 19% open · ⏱️ 15.07.2021):

   git clone https://github.com/PaddlePaddle/Paddle
  

• PyPi (📥 24K / month · 📦 16 · ⏱️ 25.06.2021):

   pip install paddlepaddle
  

jax (🥈31 · ⭐ 13K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2

• GitHub (👨‍💻 310 · 🔀 1.2K · 📦 2K · 📋 2.5K - 31% open · ⏱️ 15.07.2021):

   git clone https://github.com/google/jax
  

• PyPi (📥 630K / month · 📦 46 · ⏱️ 09.07.2021):

   pip install jax
  

• Conda (📥 160K · ⏱️ 18.05.2021):

   conda install -c conda-forge jaxlib
  

Keras (🥈30 · ⭐ 52K) - Deep Learning for humans. MIT

• GitHub (👨‍💻 940 · 🔀 19K · 📋 11K - 4% open · ⏱️ 15.07.2021):

   git clone https://github.com/keras-team/keras
  

• PyPi (📥 3.4M / month · ⏱️ 08.07.2021):

   pip install keras
  

• Conda (📥 1.7M · ⏱️ 19.04.2021):

   conda install -c conda-forge keras
  

Sonnet (🥈30 · ⭐ 8.9K) - TensorFlow-based neural network library. Apache-2

• GitHub (👨‍💻 52 · 🔀 1.3K · 📦 620 · 📋 160 - 11% open · ⏱️ 18.06.2021):

   git clone https://github.com/deepmind/sonnet
  

• PyPi (📥 530K / month · 📦 82 · ⏱️ 27.03.2020):

   pip install dm-sonnet
  

• Conda (📥 10K · ⏱️ 14.11.2020):

   conda install -c conda-forge sonnet
  

Vowpal Wabbit (🥈30 · ⭐ 7.6K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3

• GitHub (👨‍💻 300 · 🔀 1.7K · 📦 150 · 📋 1.1K - 14% open · ⏱️ 15.07.2021):

   git clone https://github.com/VowpalWabbit/vowpal_wabbit
  

• PyPi (📥 23K / month · 📦 16 · ⏱️ 14.07.2021):

   pip install vowpalwabbit
  

Catboost (🥈30 · ⭐ 6K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2

• GitHub (👨‍💻 830 · 🔀 900 · 📥 60K · 📋 1.5K - 20% open · ⏱️ 15.07.2021):

   git clone https://github.com/catboost/catboost
  

• PyPi (📥 2M / month · 📦 160 · ⏱️ 03.06.2021):

   pip install catboost
  

• Conda (📥 750K · ⏱️ 04.06.2021):

   conda install -c conda-forge catboost
  

Ignite (🥈30 · ⭐ 3.6K) - High-level library to help with training and evaluating neural.. BSD-3

• GitHub (👨‍💻 140 · 🔀 460 · 📦 980 · 📋 880 - 14% open · ⏱️ 15.07.2021):

   git clone https://github.com/pytorch/ignite
  

• PyPi (📥 61K / month · 📦 62 · ⏱️ 15.07.2021):

   pip install pytorch-ignite
  

• Conda (📥 63K · ⏱️ 24.06.2021):

   conda install -c pytorch ignite
  

TFlearn (🥉29 · ⭐ 9.6K · 💤) - Deep learning library featuring a higher-level API for TensorFlow. MIT

• GitHub (👨‍💻 130 · 🔀 2.4K · 📦 3.4K · 📋 920 - 60% open · ⏱️ 30.11.2020):

   git clone https://github.com/tflearn/tflearn
  

• PyPi (📥 27K / month · 📦 960 · ⏱️ 11.11.2020):

   pip install tflearn
  

tensorpack (🥉29 · ⭐ 6K) - A Neural Net Training Interface on TensorFlow, with focus on.. Apache-2

• GitHub (👨‍💻 56 · 🔀 1.8K · 📥 120 · 📦 820 · 📋 1.3K - 0% open · ⏱️ 16.06.2021):

   git clone https://github.com/tensorpack/tensorpack
  

• PyPi (📥 19K / month · 📦 76 · ⏱️ 22.01.2021):

   pip install tensorpack
  

Jina (🥉28 · ⭐ 7.6K) - Cloud-native neural search framework for kind of data. Apache-2

• GitHub (👨‍💻 110 · 🔀 1K · 📦 110 · 📋 900 - 6% open · ⏱️ 15.07.2021):

   git clone https://github.com/jina-ai/jina
  

• PyPi (📥 30K / month · ⏱️ 15.07.2021):

   pip install jina
  

• Docker Hub (📥 740K · ⭐ 4 · ⏱️ 15.07.2021):

   docker pull jinaai/jina
  

dyNET (🥉28 · ⭐ 3.2K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2

• GitHub (👨‍💻 160 · 🔀 700 · 📥 3.3K · 📦 180 · 📋 920 - 28% open · ⏱️ 27.01.2021):

   git clone https://github.com/clab/dynet
  

• PyPi (📥 18K / month · 📦 38 · ⏱️ 21.10.2020):

   pip install dyNET
  

skorch (🥉27 · ⭐ 4K) - A scikit-learn compatible neural network library that wraps.. BSD-3

• GitHub (👨‍💻 42 · 🔀 280 · 📦 350 · 📋 390 - 10% open · ⏱️ 11.07.2021):

   git clone https://github.com/skorch-dev/skorch
  

• PyPi (📥 14K / month · 📦 26 · ⏱️ 23.03.2021):

   pip install skorch
  

• Conda (📥 300K · ⏱️ 24.03.2021):

   conda install -c conda-forge skorch
  

Flax (🥉27 · ⭐ 1.9K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2 jax

• GitHub (👨‍💻 99 · 🔀 230 · 📥 25 · 📦 280 · 📋 380 - 41% open · ⏱️ 15.07.2021):

   git clone https://github.com/google/flax
  

• PyPi (📥 490K / month · 📦 6 · ⏱️ 18.05.2021):

   pip install flax
  

Turi Create (🥉26 · ⭐ 10K) - Turi Create simplifies the development of custom machine learning.. BSD-3

• GitHub (👨‍💻 82 · 🔀 1.1K · 📥 4.7K · 📦 250 · 📋 1.8K - 27% open · ⏱️ 14.06.2021):

   git clone https://github.com/apple/turicreate
  

• PyPi (📥 28K / month · 📦 34 · ⏱️ 30.09.2020):

   pip install turicreate
  

ktrain (🥉26 · ⭐ 860) - ktrain is a Python library that makes deep learning and AI more.. Apache-2

• GitHub (👨‍💻 12 · 🔀 210 · 📦 190 · 📋 350 - 1% open · ⏱️ 23.06.2021):

   git clone https://github.com/amaiya/ktrain
  

• PyPi (📥 24K / month · 📦 2 · ⏱️ 23.06.2021):

   pip install ktrain
  

Ludwig (🥉25 · ⭐ 7.8K) - Ludwig is a toolbox that allows to train and evaluate deep.. Apache-2

• GitHub (👨‍💻 94 · 🔀 920 · 📦 92 · 📋 560 - 21% open · ⏱️ 14.07.2021):

   git clone https://github.com/ludwig-ai/ludwig
  

• PyPi (📥 2.6K / month · 📦 12 · ⏱️ 15.06.2021):

   pip install ludwig
  

mlpack (🥉25 · ⭐ 3.7K) - mlpack: a scalable C++ machine learning library --. BSD-3

• GitHub (👨‍💻 270 · 🔀 1.3K · 📋 1.4K - 10% open · ⏱️ 12.07.2021):

   git clone https://github.com/mlpack/mlpack
  

• PyPi (📥 980 / month · ⏱️ 28.10.2020):

   pip install mlpack
  

• Conda (📥 82K · ⏱️ 07.07.2021):

   conda install -c conda-forge mlpack
  

Neural Network Libraries (🥉25 · ⭐ 2.5K) - Neural Network Libraries. Apache-2

• GitHub (👨‍💻 59 · 🔀 300 · 📥 530 · 📋 64 - 45% open · ⏱️ 12.07.2021):

   git clone https://github.com/sony/nnabla
  

• PyPi (📥 4.4K / month · 📦 34 · ⏱️ 26.06.2021):

   pip install nnabla
  

tensorflow-upstream (🥉25 · ⭐ 560) - TensorFlow ROCm port. Apache-2

• GitHub (👨‍💻 3.7K · 🔀 64 · 📥 17 · 📋 300 - 18% open · ⏱️ 14.07.2021):

   git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
  

• PyPi (📥 1.6K / month · ⏱️ 21.05.2021):

   pip install tensorflow-rocm
  

einops (🥉24 · ⭐ 3.3K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT

• GitHub (👨‍💻 12 · 🔀 120 · 📦 780 · 📋 74 - 35% open · ⏱️ 04.06.2021):

   git clone https://github.com/arogozhnikov/einops
  

• PyPi (📥 200K / month · 📦 10 · ⏱️ 08.09.2020):

   pip install einops
  

• Conda (📥 5.7K · ⏱️ 15.10.2020):

   conda install -c conda-forge einops
  

fklearn (🥉23 · ⭐ 1.3K) - fklearn: Functional Machine Learning. Apache-2

• GitHub (👨‍💻 37 · 🔀 150 · 📦 10 · 📋 39 - 48% open · ⏱️ 28.04.2021):

   git clone https://github.com/nubank/fklearn
  

• PyPi (📥 9.2K / month · ⏱️ 09.02.2021):

   pip install fklearn
  

SHOGUN (🥉22 · ⭐ 2.8K · 💤) - Unified and efficient Machine Learning. BSD-3

• GitHub (👨‍💻 250 · 🔀 1K · 📋 1.5K - 29% open · ⏱️ 08.12.2020):

   git clone https://github.com/shogun-toolbox/shogun
  

• Conda (📥 100K · ⏱️ 25.06.2018):

   conda install -c conda-forge shogun
  

• Docker Hub (📥 1.5K · ⭐ 1 · ⏱️ 31.01.2019):

   docker pull shogun/shogun
  

mace (🥉21 · ⭐ 4.4K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2

• GitHub (👨‍💻 63 · 🔀 770 · 📥 1.4K · 📋 650 - 6% open · ⏱️ 15.07.2021):

   git clone https://github.com/XiaoMi/mace
  

Objax (🥉20 · ⭐ 620) - Objax is a machine learning framework that provides an Object.. Apache-2 jax

• GitHub (👨‍💻 20 · 🔀 50 · 📦 13 · 📋 94 - 42% open · ⏱️ 21.04.2021):

   git clone https://github.com/google/objax
  

• PyPi (📥 760 / month · ⏱️ 01.04.2021):

   pip install objax
  

Neural Tangents (🥉19 · ⭐ 1.5K) - Fast and Easy Infinite Neural Networks in Python. Apache-2

• GitHub (👨‍💻 19 · 🔀 160 · 📥 130 · 📦 20 · 📋 88 - 31% open · ⏱️ 29.06.2021):

   git clone https://github.com/google/neural-tangents
  

• PyPi (📥 410 / month · ⏱️ 25.01.2021):

   pip install neural-tangents
  

ThunderSVM (🥉19 · ⭐ 1.3K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2

• GitHub (👨‍💻 33 · 🔀 170 · 📥 2.2K · 📋 200 - 25% open · ⏱️ 10.02.2021):

   git clone https://github.com/Xtra-Computing/thundersvm
  

• PyPi (📥 640 / month · ⏱️ 13.03.2020):

   pip install thundersvm
  

Haiku (🥉19 · ⭐ 1.2K) - JAX-based neural network library. Apache-2

• GitHub (👨‍💻 43 · 🔀 86 · 📦 120 · 📋 96 - 23% open · ⏱️ 15.07.2021):

   git clone https://github.com/deepmind/dm-haiku
  

Torchbearer (🥉19 · ⭐ 600) - torchbearer: A model fitting library for PyTorch. MIT

• GitHub (👨‍💻 13 · 🔀 66 · 📦 51 · 📋 240 - 3% open · ⏱️ 26.03.2021):

   git clone https://github.com/pytorchbearer/torchbearer
  

• PyPi (📥 990 / month · 📦 6 · ⏱️ 31.01.2020):

   pip install torchbearer
  

NeoML (🥉16 · ⭐ 630) - Machine learning framework for both deep learning and traditional.. Apache-2

• GitHub (👨‍💻 21 · 🔀 86 · 📋 51 - 60% open · ⏱️ 14.07.2021):

   git clone https://github.com/neoml-lib/neoml
  

ThunderGBM (🥉15 · ⭐ 600) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2

• GitHub (👨‍💻 10 · 🔀 78 · 📋 50 - 44% open · ⏱️ 05.01.2021):

   git clone https://github.com/Xtra-Computing/thundergbm
  

• PyPi (📥 110 / month · ⏱️ 01.05.2020):

   pip install thundergbm
  

Show 11 hidden projects...

• dlib (🥈32 · ⭐ 10K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
• CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• NuPIC (🥉24 · ⭐ 6.3K · 💀) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0
• Lasagne (🥉24 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
• xLearn (🥉24 · ⭐ 2.9K · 💀) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
• neon (🥉23 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best.. Apache-2
• NeuPy (🥉23 · ⭐ 690 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
• MindsDB (🥉20 · ⭐ 3.8K) - Predictive AI layer for existing databases. ❗️GPL-3.0
• chefboost (🥉20 · ⭐ 260) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
• elegy (🥉17 · ⭐ 230) - Elegy is a framework-agnostic Trainer interface for the Jax.. Apache-2 jax
• StarSpace (🥉13 · ⭐ 3.6K · 💀) - Learning embeddings for classification, retrieval and ranking. MIT

Data Visualization

General-purpose and task-specific data visualization libraries.

Matplotlib (🥇42 · ⭐ 14K) - matplotlib: plotting with Python. Python-2.0

• GitHub (👨‍💻 1.3K · 🔀 5.8K · 📦 400K · 📋 8K - 20% open · ⏱️ 14.07.2021):

   git clone https://github.com/matplotlib/matplotlib
  

• PyPi (📥 27M / month · 📦 79K · ⏱️ 08.05.2021):

   pip install matplotlib
  

• Conda (📥 9.3M · ⏱️ 10.05.2021):

   conda install -c conda-forge matplotlib
  

Seaborn (🥇37 · ⭐ 8.6K) - Statistical data visualization in Python. BSD-3

• GitHub (👨‍💻 150 · 🔀 1.4K · 📥 180 · 📦 110K · 📋 1.9K - 4% open · ⏱️ 18.06.2021):

   git clone https://github.com/mwaskom/seaborn
  

• PyPi (📥 9.5M / month · 📦 13K · ⏱️ 20.12.2020):

   pip install seaborn
  

• Conda (📥 2.5M · ⏱️ 28.01.2021):

   conda install -c conda-forge seaborn
  

Plotly (🥇36 · ⭐ 9.8K) - The interactive graphing library for Python (includes Plotly Express). MIT

• GitHub (👨‍💻 180 · 🔀 1.8K · 📦 5 · 📋 2K - 45% open · ⏱️ 28.06.2021):

   git clone https://github.com/plotly/plotly.py
  

• PyPi (📥 5.7M / month · 📦 5K · ⏱️ 28.06.2021):

   pip install plotly
  

• Conda (📥 1.6M · ⏱️ 28.06.2021):

   conda install -c conda-forge plotly
  

• NPM (📥 45K / month · 📦 4 · ⏱️ 12.01.2021):

   npm install plotlywidget
  

Bokeh (🥇33 · ⭐ 15K) - Interactive Data Visualization in the browser, from Python. BSD-3

• GitHub (👨‍💻 560 · 🔀 3.7K · 📦 36K · 📋 6.6K - 10% open · ⏱️ 14.07.2021):

   git clone https://github.com/bokeh/bokeh
  

• PyPi (📥 1.9M / month · 📦 5.9K · ⏱️ 07.07.2021):

   pip install bokeh
  

• Conda (📥 4.9M · ⏱️ 08.07.2021):

   conda install -c conda-forge bokeh
  

dash (🥇33 · ⭐ 15K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT

• GitHub (👨‍💻 79 · 🔀 1.5K · 📦 140 · 📋 1K - 43% open · ⏱️ 13.07.2021):

   git clone https://github.com/plotly/dash
  

• PyPi (📥 560K / month · 📦 1.6K · ⏱️ 13.07.2021):

   pip install dash
  

• Conda (📥 270K · ⏱️ 10.04.2021):

   conda install -c conda-forge dash
  

pandas-profiling (🥈32 · ⭐ 7.6K) - Create HTML profiling reports from pandas DataFrame.. MIT

• GitHub (👨‍💻 79 · 🔀 1.1K · 📦 4.6K · 📋 470 - 15% open · ⏱️ 27.06.2021):

   git clone https://github.com/pandas-profiling/pandas-profiling
  

• PyPi (📥 480K / month · 📦 160 · ⏱️ 11.05.2021):

   pip install pandas-profiling
  

• Conda (📥 140K · ⏱️ 12.05.2021):

   conda install -c conda-forge pandas-profiling
  

wordcloud (🥈31 · ⭐ 8.2K) - A little word cloud generator in Python. MIT

• GitHub (👨‍💻 61 · 🔀 2.1K · 📦 12K · 📋 450 - 22% open · ⏱️ 01.03.2021):

   git clone https://github.com/amueller/word_cloud
  

• PyPi (📥 480K / month · 📦 1.1K · ⏱️ 11.11.2020):

   pip install wordcloud
  

• Conda (📥 230K · ⏱️ 14.01.2021):

   conda install -c conda-forge wordcloud
  

Altair (🥈31 · ⭐ 6.8K) - Declarative statistical visualization library for Python. BSD-3

• GitHub (👨‍💻 130 · 🔀 610 · 📦 13K · 📋 1.6K - 15% open · ⏱️ 04.04.2021):

   git clone https://github.com/altair-viz/altair
  

• PyPi (📥 1.8M / month · 📦 370 · ⏱️ 01.04.2020):

   pip install altair
  

• Conda (📥 800K · ⏱️ 01.04.2020):

   conda install -c conda-forge altair
  

UMAP (🥈31 · ⭐ 4.8K) - Uniform Manifold Approximation and Projection. BSD-3

• GitHub (👨‍💻 87 · 🔀 540 · 📦 3.3K · 📋 520 - 49% open · ⏱️ 02.07.2021):

   git clone https://github.com/lmcinnes/umap
  

• PyPi (📥 550K / month · 📦 230 · ⏱️ 08.02.2021):

   pip install umap-learn
  

pyecharts (🥈30 · ⭐ 11K) - Python Echarts Plotting Library. MIT

• GitHub (👨‍💻 30 · 🔀 2.5K · 📦 1.7K · 📋 1.5K - 1% open · ⏱️ 07.05.2021):

   git clone https://github.com/pyecharts/pyecharts
  

• PyPi (📥 56K / month · 📦 280 · ⏱️ 29.10.2020):

   pip install pyecharts
  

PyQtGraph (🥈30 · ⭐ 2.5K) - Fast data visualization and GUI tools for scientific / engineering.. MIT

• GitHub (👨‍💻 200 · 🔀 830 · 📋 880 - 31% open · ⏱️ 12.07.2021):

   git clone https://github.com/pyqtgraph/pyqtgraph
  

• PyPi (📥 79K / month · 📦 890 · ⏱️ 08.07.2021):

   pip install pyqtgraph
  

• Conda (📥 190K · ⏱️ 08.07.2021):

   conda install -c conda-forge pyqtgraph
  

missingno (🥈29 · ⭐ 2.8K) - Missing data visualization module for Python. MIT

• GitHub (👨‍💻 17 · 🔀 370 · 📦 4.3K · 📋 110 - 8% open · ⏱️ 04.07.2021):

   git clone https://github.com/ResidentMario/missingno
  

• PyPi (📥 420K / month · 📦 150 · ⏱️ 04.07.2021):

   pip install missingno
  

• Conda (📥 110K · ⏱️ 15.02.2020):

   conda install -c conda-forge missingno
  

HoloViews (🥈29 · ⭐ 1.9K) - With Holoviews, your data visualizes itself. BSD-3

• GitHub (👨‍💻 110 · 🔀 320 · 📋 2.6K - 28% open · ⏱️ 13.07.2021):

   git clone https://github.com/holoviz/holoviews
  

• PyPi (📥 130K / month · 📦 170 · ⏱️ 22.05.2021):

   pip install holoviews
  

• Conda (📥 530K · ⏱️ 23.05.2021):

   conda install -c conda-forge holoviews
  

• NPM (📥 5K / month · ⏱️ 24.05.2020):

   npm install @pyviz/jupyterlab_pyviz
  

Graphviz (🥈29 · ⭐ 1K) - Simple Python interface for Graphviz. MIT

• GitHub (👨‍💻 15 · 🔀 150 · 📦 22K · 📋 110 - 7% open · ⏱️ 14.07.2021):

   git clone https://github.com/xflr6/graphviz
  

• PyPi (📥 5.5M / month · 📦 4.4K · ⏱️ 14.07.2021):

   pip install graphviz
  

bqplot (🥈28 · ⭐ 3.1K) - Plotting library for IPython/Jupyter notebooks. Apache-2

• GitHub (👨‍💻 53 · 🔀 410 · 📦 26 · 📋 540 - 35% open · ⏱️ 15.07.2021):

   git clone https://github.com/bqplot/bqplot
  

• PyPi (📥 64K / month · 📦 110 · ⏱️ 08.06.2021):

   pip install bqplot
  

• Conda (📥 680K · ⏱️ 08.06.2021):

   conda install -c conda-forge bqplot
  

• NPM (📥 12K / month · 📦 10 · ⏱️ 08.06.2021):

   npm install bqplot
  

datashader (🥈28 · ⭐ 2.5K) - Quickly and accurately render even the largest data. BSD-3

• GitHub (👨‍💻 43 · 🔀 330 · 📦 750 · 📋 470 - 25% open · ⏱️ 05.06.2021):

   git clone https://github.com/holoviz/datashader
  

• PyPi (📥 40K / month · 📦 70 · ⏱️ 09.06.2021):

   pip install datashader
  

• Conda (📥 200K · ⏱️ 10.06.2021):

   conda install -c conda-forge datashader
  

Cufflinks (🥈28 · ⭐ 2.2K) - Productivity Tools for Plotly + Pandas. MIT

• GitHub (👨‍💻 38 · 🔀 540 · 📦 3.8K · 📋 200 - 39% open · ⏱️ 25.02.2021):

   git clone https://github.com/santosjorge/cufflinks
  

• PyPi (📥 150K / month · 📦 230 · ⏱️ 01.03.2020):

   pip install cufflinks
  

data-validation (🥈28 · ⭐ 560) - Library for exploring and validating machine learning.. Apache-2

• GitHub (👨‍💻 21 · 🔀 100 · 📥 260 · 📦 310 · 📋 130 - 28% open · ⏱️ 30.06.2021):

   git clone https://github.com/tensorflow/data-validation
  

• PyPi (📥 5.7M / month · 📦 18 · ⏱️ 22.06.2021):

   pip install tensorflow-data-validation
  

Perspective (🥈27 · ⭐ 3.4K) - Streaming pivot visualization via WebAssembly. Apache-2

• GitHub (👨‍💻 64 · 🔀 380 · 📦 200 · 📋 420 - 15% open · ⏱️ 15.07.2021):

   git clone https://github.com/finos/perspective
  

• PyPi (📥 2.4K / month · 📦 8 · ⏱️ 08.07.2021):

   pip install perspective-python
  

• NPM (📥 2K / month · ⏱️ 08.07.2021):

   npm install @finos/perspective-jupyterlab
  

PyVista (🥈27 · ⭐ 860) - 3D plotting and mesh analysis through a streamlined interface for the.. MIT

• GitHub (👨‍💻 58 · 🔀 170 · 📥 140 · 📦 390 · 📋 530 - 27% open · ⏱️ 15.07.2021):

   git clone https://github.com/pyvista/pyvista
  

• PyPi (📥 27K / month · 📦 26 · ⏱️ 23.06.2021):

   pip install pyvista
  

• Conda (📥 97K · ⏱️ 24.06.2021):

   conda install -c conda-forge pyvista
  

Facets Overview (🥉26 · ⭐ 6.6K) - Visualizations for machine learning datasets. Apache-2

• GitHub (👨‍💻 28 · 🔀 830 · 📦 58 · 📋 150 - 50% open · ⏱️ 06.05.2021):

   git clone https://github.com/pair-code/facets
  

• PyPi (📥 67K / month · 📦 6 · ⏱️ 24.07.2019):

   pip install facets-overview
  

VisPy (🥉26 · ⭐ 2.7K) - High-performance interactive 2D/3D data visualization library. BSD-3

• GitHub (👨‍💻 160 · 🔀 560 · 📦 540 · 📋 1.2K - 27% open · ⏱️ 13.07.2021):

   git clone https://github.com/vispy/vispy
  

• PyPi (📥 31K / month · 📦 120 · ⏱️ 13.07.2021):

   pip install vispy
  

• Conda (📥 160K · ⏱️ 13.07.2021):

   conda install -c conda-forge vispy
  

• NPM (📥 53 / month · ⏱️ 15.03.2020):

   npm install vispy
  

HyperTools (🥉26 · ⭐ 1.7K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT

• GitHub (👨‍💻 21 · 🔀 150 · 📥 2 · 📦 130 · 📋 190 - 35% open · ⏱️ 15.06.2021):

   git clone https://github.com/ContextLab/hypertools
  

• PyPi (📥 6.1K / month · 📦 9 · ⏱️ 15.06.2021):

   pip install hypertools
  

D-Tale (🥉25 · ⭐ 2.5K) - Visualizer for pandas data structures. ❗️LGPL-2.1

• GitHub (👨‍💻 16 · 🔀 200 · 📦 200 · 📋 380 - 7% open · ⏱️ 13.07.2021):

   git clone https://github.com/man-group/dtale
  

• PyPi (📥 11K / month · ⏱️ 10.07.2021):

   pip install dtale
  

• Conda (📥 68K · ⏱️ 10.07.2021):

   conda install -c conda-forge dtale
  

pythreejs (🥉25 · ⭐ 740) - A Jupyter - Three.js bridge. BSD-3

• GitHub (👨‍💻 27 · 🔀 160 · 📦 17 · 📋 200 - 30% open · ⏱️ 26.02.2021):

   git clone https://github.com/jupyter-widgets/pythreejs
  

• PyPi (📥 36K / month · 📦 26 · ⏱️ 26.02.2021):

   pip install pythreejs
  

• Conda (📥 320K · ⏱️ 02.03.2021):

   conda install -c conda-forge pythreejs
  

• NPM (📥 7K / month · 📦 8 · ⏱️ 26.02.2021):

   npm install jupyter-threejs
  

PDPbox (🥉25 · ⭐ 580) - python partial dependence plot toolbox. MIT

• GitHub (👨‍💻 7 · 🔀 89 · 📦 400 · 📋 57 - 33% open · ⏱️ 14.03.2021):

   git clone https://github.com/SauceCat/PDPbox
  

• PyPi (📥 66K / month · 📦 34 · ⏱️ 14.03.2021):

   pip install pdpbox
  

• Conda (📥 8.2K · ⏱️ 14.03.2021):

   conda install -c conda-forge pdpbox
  

hvPlot (🥉25 · ⭐ 410) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3

• GitHub (👨‍💻 29 · 🔀 56 · 📦 660 · 📋 370 - 32% open · ⏱️ 12.07.2021):

   git clone https://github.com/holoviz/hvplot
  

• PyPi (📥 35K / month · 📦 30 · ⏱️ 12.07.2021):

   pip install hvplot
  

• Conda (📥 100K · ⏱️ 23.05.2021):

   conda install -c conda-forge hvplot
  

openTSNE (🥉24 · ⭐ 860) - Extensible, parallel implementations of t-SNE. BSD-3

• GitHub (👨‍💻 10 · 🔀 88 · 📦 230 · 📋 94 - 8% open · ⏱️ 06.06.2021):

   git clone https://github.com/pavlin-policar/openTSNE
  

• PyPi (📥 31K / month · 📦 4 · ⏱️ 25.04.2021):

   pip install opentsne
  

• Conda (📥 110K · ⏱️ 28.05.2021):

   conda install -c conda-forge opentsne
  

python-ternary (🥉24 · ⭐ 440) - Ternary plotting library for python with matplotlib. MIT

• GitHub (👨‍💻 26 · 🔀 110 · 📥 17 · 📦 66 · 📋 110 - 21% open · ⏱️ 13.06.2021):

   git clone https://github.com/marcharper/python-ternary
  

• PyPi (📥 7.4K / month · 📦 20 · ⏱️ 17.02.2021):

   pip install python-ternary
  

• Conda (📥 56K · ⏱️ 17.02.2021):

   conda install -c conda-forge python-ternary
  

Chartify (🥉23 · ⭐ 2.9K) - Python library that makes it easy for data scientists to create.. Apache-2

• GitHub (👨‍💻 21 · 🔀 260 · 📦 55 · 📋 70 - 57% open · ⏱️ 05.02.2021):

   git clone https://github.com/spotify/chartify
  

• PyPi (📥 1.6K / month · 📦 5 · ⏱️ 02.11.2020):

   pip install chartify
  

• Conda (📥 15K · ⏱️ 07.11.2020):

   conda install -c conda-forge chartify
  

PandasGUI (🥉23 · ⭐ 2.3K) - A GUI for Pandas DataFrames. MIT

• GitHub (👨‍💻 8 · 🔀 130 · 📦 83 · 📋 120 - 17% open · ⏱️ 10.07.2021):

   git clone https://github.com/adamerose/pandasgui
  

• PyPi (📥 6.1K / month · 📦 2 · ⏱️ 26.06.2021):

   pip install pandasgui
  

Multicore-TSNE (🥉23 · ⭐ 1.6K · 💤) - Parallel t-SNE implementation with Python and Torch.. BSD-3

• GitHub (👨‍💻 15 · 🔀 200 · 📦 240 · 📋 57 - 64% open · ⏱️ 19.08.2020):

   git clone https://github.com/DmitryUlyanov/Multicore-TSNE
  

• PyPi (📥 5.2K / month · 📦 28 · ⏱️ 09.01.2019):

   pip install MulticoreTSNE
  

• Conda (📥 8.8K · ⏱️ 23.04.2021):

   conda install -c conda-forge multicore-tsne
  

Pandas-Bokeh (🥉23 · ⭐ 700) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT

• GitHub (👨‍💻 12 · 🔀 84 · 📦 200 · 📋 84 - 26% open · ⏱️ 10.05.2021):

   git clone https://github.com/PatrikHlobil/Pandas-Bokeh
  

• PyPi (📥 7.1K / month · 📦 10 · ⏱️ 11.04.2021):

   pip install pandas-bokeh
  

vega (🥉23 · ⭐ 310) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3

• GitHub (👨‍💻 10 · 🔀 45 · 📋 90 - 11% open · ⏱️ 02.07.2021):

   git clone https://github.com/vega/ipyvega
  

• PyPi (📥 26K / month · 📦 150 · ⏱️ 03.06.2021):

   pip install vega
  

• Conda (📥 440K · ⏱️ 03.06.2021):

   conda install -c conda-forge vega
  

lets-plot (🥉22 · ⭐ 640) - An open-source plotting library for statistical data. MIT

• GitHub (👨‍💻 15 · 🔀 22 · 📥 84 · 📦 11 · 📋 180 - 39% open · ⏱️ 14.07.2021):

   git clone https://github.com/JetBrains/lets-plot
  

• PyPi (📥 5.3K / month · ⏱️ 09.06.2021):

   pip install lets-plot
  

Sweetviz (🥉21 · ⭐ 1.7K) - Visualize and compare datasets, target values and associations, with one.. MIT

• GitHub (👨‍💻 6 · 🔀 170 · 📋 84 - 27% open · ⏱️ 08.07.2021):

   git clone https://github.com/fbdesignpro/sweetviz
  

• PyPi (📥 27K / month · ⏱️ 08.07.2021):

   pip install sweetviz
  

FiftyOne (🥉21 · ⭐ 460) - Visualize, create, and debug image and video datasets.. Apache-2

• GitHub (👨‍💻 14 · 🔀 42 · 📦 8 · 📋 450 - 32% open · ⏱️ 15.07.2021):

   git clone https://github.com/voxel51/fiftyone
  

• PyPi (📥 6.4K / month · ⏱️ 29.06.2021):

   pip install fiftyone
  

AutoViz (🥉21 · ⭐ 390) - Automatically Visualize any dataset, any size with a single line of.. Apache-2

• GitHub (👨‍💻 10 · 🔀 72 · 📦 69 · 📋 28 - 10% open · ⏱️ 01.07.2021):

   git clone https://github.com/AutoViML/AutoViz
  

• PyPi (📥 3.7K / month · ⏱️ 01.07.2021):

   pip install autoviz
  

joypy (🥉21 · ⭐ 340) - Joyplots in Python with matplotlib & pandas. MIT

• GitHub (👨‍💻 5 · 🔀 36 · 📦 87 · 📋 42 - 14% open · ⏱️ 13.06.2021):

   git clone https://github.com/leotac/joypy
  

• PyPi (📥 24K / month · 📦 6 · ⏱️ 28.12.2020):

   pip install joypy
  

• Conda (📥 10K · ⏱️ 28.12.2020):

   conda install -c conda-forge joypy
  

HiPlot (🥉20 · ⭐ 2.1K) - HiPlot makes understanding high dimensional data easy. MIT

• GitHub (👨‍💻 6 · 🔀 98 · 📦 2 · 📋 67 - 14% open · ⏱️ 12.07.2021):

   git clone https://github.com/facebookresearch/hiplot
  

• PyPi (📥 8.2K / month · ⏱️ 12.07.2021):

   pip install hiplot
  

• Conda (📥 58K · ⏱️ 12.07.2021):

   conda install -c conda-forge hiplot
  

PyWaffle (🥉20 · ⭐ 440 · 💤) - Make Waffle Charts in Python. MIT

• GitHub (👨‍💻 6 · 🔀 70 · 📦 77 · 📋 12 - 16% open · ⏱️ 26.07.2020):

   git clone https://github.com/gyli/PyWaffle
  

• PyPi (📥 1.9K / month · ⏱️ 26.07.2020):

   pip install pywaffle
  

animatplot (🥉18 · ⭐ 380 · 💤) - A python package for animating plots build on matplotlib. MIT

• GitHub (👨‍💻 7 · 🔀 33 · 📦 22 · 📋 33 - 51% open · ⏱️ 05.10.2020):

   git clone https://github.com/t-makaro/animatplot
  

• PyPi (📥 410 / month · 📦 2 · ⏱️ 05.10.2020):

   pip install animatplot
  

• Conda (📥 6.1K · ⏱️ 06.10.2020):

   conda install -c conda-forge animatplot
  

Show 8 hidden projects...

• plotnine (🥈28 · ⭐ 2.7K) - A grammar of graphics for Python. ❗️GPL-2.0
• cartopy (🥈27 · ⭐ 890) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
• pivottablejs (🥉21 · ⭐ 440 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
• ivis (🥉20 · ⭐ 240) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• pdvega (🥉16 · ⭐ 340 · 💀) - Interactive plotting for Pandas using Vega-Lite. MIT
• nx-altair (🥉16 · ⭐ 170 · 💀) - Draw interactive NetworkX graphs with Altair. MIT
• data-describe (🥉15 · ⭐ 280) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
• nptsne (🥉14 · ⭐ 25) - nptsne is a numpy compatible python binary package that offers a number.. Apache-2

Text Data & NLP

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

spaCy (🥇37 · ⭐ 21K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT

• GitHub (👨‍💻 600 · 🔀 3.5K · 📥 3K · 📦 27K · 📋 4.8K - 2% open · ⏱️ 15.07.2021):

   git clone https://github.com/explosion/spaCy
  

• PyPi (📥 2.7M / month · 📦 3.1K · ⏱️ 07.07.2021):

   pip install spacy
  

• Conda (📥 2.2M · ⏱️ 08.07.2021):

   conda install -c conda-forge spacy
  

transformers (🥇36 · ⭐ 49K) - Transformers: State-of-the-art Natural Language.. Apache-2

• GitHub (👨‍💻 940 · 🔀 12K · 📥 1.4K · 📦 13K · 📋 7.4K - 5% open · ⏱️ 15.07.2021):

   git clone https://github.com/huggingface/transformers
  

• PyPi (📥 2.9M / month · 📦 130 · ⏱️ 30.06.2021):

   pip install transformers
  

• Conda (📥 52K · ⏱️ 30.06.2021):

   conda install -c conda-forge transformers
  

gensim (🥇36 · ⭐ 12K) - Topic Modelling for Humans. ❗️LGPL-2.1

• GitHub (👨‍💻 410 · 🔀 4K · 📥 3.4K · 📦 25K · 📋 1.7K - 21% open · ⏱️ 29.06.2021):

   git clone https://github.com/RaRe-Technologies/gensim
  

• PyPi (📥 7.7M / month · 📦 4.7K · ⏱️ 25.03.2021):

   pip install gensim
  

• Conda (📥 690K · ⏱️ 15.06.2021):

   conda install -c conda-forge gensim
  

nltk (🥇35 · ⭐ 10K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2

• GitHub (👨‍💻 400 · 🔀 2.5K · 📦 110K · 📋 1.5K - 15% open · ⏱️ 12.07.2021):

   git clone https://github.com/nltk/nltk
  

• PyPi (📥 13M / month · 📦 21K · ⏱️ 07.04.2021):

   pip install nltk
  

• Conda (📥 780K · ⏱️ 20.04.2021):

   conda install -c conda-forge nltk
  

flair (🥇32 · ⭐ 11K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT

• GitHub (👨‍💻 200 · 🔀 1.7K · 📦 850 · 📋 1.6K - 6% open · ⏱️ 09.07.2021):

   git clone https://github.com/flairNLP/flair
  

• PyPi (📥 72K / month · 📦 48 · ⏱️ 08.03.2021):

   pip install flair
  

AllenNLP (🥇32 · ⭐ 10K) - An open-source NLP research library, built on PyTorch. Apache-2

• GitHub (👨‍💻 240 · 🔀 2.1K · 📥 42 · 📦 1.8K · 📋 2.4K - 4% open · ⏱️ 08.07.2021):

   git clone https://github.com/allenai/allennlp
  

• PyPi (📥 39K / month · 📦 230 · ⏱️ 15.07.2021):

   pip install allennlp
  

ChatterBot (🥇31 · ⭐ 11K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3

• GitHub (👨‍💻 100 · 🔀 3.8K · 📦 3.6K · 📋 1.5K - 18% open · ⏱️ 01.06.2021):

   git clone https://github.com/gunthercox/ChatterBot
  

• PyPi (📥 49K / month · 📦 680 · ⏱️ 22.08.2020):

   pip install chatterbot
  

sentencepiece (🥇31 · ⭐ 5.2K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2

• GitHub (👨‍💻 57 · 🔀 700 · 📥 16K · 📦 8.8K · 📋 460 - 6% open · ⏱️ 02.07.2021):

   git clone https://github.com/google/sentencepiece
  

• PyPi (📥 2.6M / month · 📦 240 · ⏱️ 18.06.2021):

   pip install sentencepiece
  

• Conda (📥 72K · ⏱️ 09.02.2021):

   conda install -c conda-forge sentencepiece
  

fastText (🥈30 · ⭐ 23K · 💤) - Library for fast text representation and classification. MIT

• GitHub (👨‍💻 58 · 🔀 4.4K · 📦 2K · 📋 1.1K - 43% open · ⏱️ 18.07.2020):

   git clone https://github.com/facebookresearch/fastText
  

• PyPi (📥 360K / month · 📦 190 · ⏱️ 28.04.2020):

   pip install fasttext
  

• Conda (📥 21K · ⏱️ 12.10.2020):

   conda install -c conda-forge fasttext
  

fairseq (🥈30 · ⭐ 13K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT

• GitHub (👨‍💻 340 · 🔀 3.4K · 📥 140 · 📦 450 · 📋 2.8K - 31% open · ⏱️ 13.07.2021):

   git clone https://github.com/pytorch/fairseq
  

• PyPi (📥 27K / month · 📦 20 · ⏱️ 05.01.2021):

   pip install fairseq
  

TextBlob (🥈30 · ⭐ 7.7K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT

• GitHub (👨‍💻 34 · 🔀 1K · 📥 93 · 📦 13K · 📋 240 - 36% open · ⏱️ 10.05.2021):

   git clone https://github.com/sloria/TextBlob
  

• PyPi (📥 600K / month · 📦 2.5K · ⏱️ 24.02.2019):

   pip install textblob
  

• Conda (📥 130K · ⏱️ 24.02.2019):

   conda install -c conda-forge textblob
  

sentence-transformers (🥈30 · ⭐ 5.6K) - Multilingual Sentence & Image Embeddings with BERT. Apache-2

• GitHub (👨‍💻 57 · 🔀 1K · 📦 1.3K · 📋 980 - 48% open · ⏱️ 14.07.2021):

   git clone https://github.com/UKPLab/sentence-transformers
  

• PyPi (📥 480K / month · ⏱️ 24.06.2021):

   pip install sentence-transformers
  

torchtext (🥈30 · ⭐ 2.8K) - Data loaders and abstractions for text and NLP. BSD-3

• GitHub (👨‍💻 110 · 🔀 650 · 📦 5.1K · 📋 640 - 49% open · ⏱️ 09.07.2021):

   git clone https://github.com/pytorch/text
  

• PyPi (📥 140K / month · 📦 680 · ⏱️ 15.06.2021):

   pip install torchtext
  

snowballstemmer (🥈30 · ⭐ 500) - Snowball compiler and stemming algorithms. BSD-3

• GitHub (👨‍💻 26 · 🔀 140 · 📦 53K · 📋 62 - 30% open · ⏱️ 31.05.2021):

   git clone https://github.com/snowballstem/snowball
  

• PyPi (📥 5.3M / month · 📦 13K · ⏱️ 21.01.2021):

   pip install snowballstemmer
  

• Conda (📥 2.8M · ⏱️ 21.01.2021):

   conda install -c conda-forge snowballstemmer
  

Dedupe (🥈29 · ⭐ 3.1K) - A python library for accurate and scalable fuzzy matching, record.. MIT

• GitHub (👨‍💻 56 · 🔀 430 · 📦 190 · 📋 650 - 9% open · ⏱️ 09.06.2021):

   git clone https://github.com/dedupeio/dedupe
  

• PyPi (📥 110K / month · 📦 78 · ⏱️ 17.04.2021):

   pip install dedupe
  

ftfy (🥈29 · ⭐ 3K) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT

• GitHub (👨‍💻 18 · 🔀 100 · 📦 3.5K · 📋 120 - 10% open · ⏱️ 17.05.2021):

   git clone https://github.com/LuminosoInsight/python-ftfy
  

• PyPi (📥 1M / month · 📦 760 · ⏱️ 24.05.2021):

   pip install ftfy
  

• Conda (📥 110K · ⏱️ 25.05.2021):

   conda install -c conda-forge ftfy
  

Rasa (🥈28 · ⭐ 12K) - Open source machine learning framework to automate text- and voice-.. Apache-2

• GitHub (👨‍💻 500 · 🔀 3.6K · 📋 5.7K - 13% open · ⏱️ 15.07.2021):

   git clone https://github.com/RasaHQ/rasa
  

• PyPi (📥 190K / month · 📦 64 · ⏱️ 12.07.2021):

   pip install rasa
  

DeepPavlov (🥈28 · ⭐ 5.3K) - An open source library for deep learning end-to-end dialog.. Apache-2

• GitHub (👨‍💻 63 · 🔀 960 · 📦 210 · 📋 590 - 21% open · ⏱️ 14.05.2021):

   git clone https://github.com/deepmipt/DeepPavlov
  

• PyPi (📥 9.3K / month · 📦 8 · ⏱️ 14.05.2021):

   pip install deeppavlov
  

OpenNMT (🥈28 · ⭐ 5.1K) - Open Source Neural Machine Translation in PyTorch. MIT

• GitHub (👨‍💻 170 · 🔀 1.9K · 📦 92 · 📋 1.3K - 8% open · ⏱️ 16.06.2021):

   git clone https://github.com/OpenNMT/OpenNMT-py
  

• PyPi (📥 3.6K / month · 📦 4 · ⏱️ 30.04.2021):

   pip install OpenNMT-py
  

Tokenizers (🥈28 · ⭐ 4.7K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2

• GitHub (👨‍💻 40 · 🔀 360 · 📦 35 · 📋 470 - 25% open · ⏱️ 24.05.2021):

   git clone https://github.com/huggingface/tokenizers
  

• PyPi (📥 3.1M / month · ⏱️ 24.05.2021):

   pip install tokenizers
  

• Conda (📥 67K · ⏱️ 10.03.2021):

   conda install -c conda-forge tokenizers
  

ParlAI (🥈27 · ⭐ 7.3K) - A framework for training and evaluating AI models on a variety of.. MIT

• GitHub (👨‍💻 150 · 🔀 1.5K · 📦 28 · 📋 1K - 9% open · ⏱️ 14.07.2021):

   git clone https://github.com/facebookresearch/ParlAI
  

• PyPi (📥 1.8K / month · ⏱️ 07.07.2021):

   pip install parlai
  

Sumy (🥈27 · ⭐ 2.6K) - Module for automatic summarization of text documents and HTML pages. Apache-2

• GitHub (👨‍💻 21 · 🔀 460 · 📦 840 · 📋 91 - 14% open · ⏱️ 17.06.2021):

   git clone https://github.com/miso-belica/sumy
  

• PyPi (📥 27K / month · 📦 190 · ⏱️ 19.05.2019):

   pip install sumy
  

GluonNLP (🥈27 · ⭐ 2.3K) - Toolkit that enables easy text preprocessing, datasets loading.. Apache-2

• GitHub (👨‍💻 81 · 🔀 510 · 📦 530 · 📋 540 - 46% open · ⏱️ 24.05.2021):

   git clone https://github.com/dmlc/gluon-nlp
  

• PyPi (📥 75K / month · 📦 22 · ⏱️ 13.08.2020):

   pip install gluonnlp
  

spark-nlp (🥈27 · ⭐ 2.2K) - State of the Art Natural Language Processing. Apache-2

• GitHub (👨‍💻 90 · 🔀 460 · 📋 520 - 14% open · ⏱️ 14.07.2021):

   git clone https://github.com/JohnSnowLabs/spark-nlp
  

• PyPi (📥 750K / month · ⏱️ 07.07.2021):

   pip install spark-nlp
  

TensorFlow Text (🥈27 · ⭐ 770) - Making text a first-class citizen in TensorFlow. Apache-2

• GitHub (👨‍💻 50 · 🔀 110 · 📦 820 · 📋 160 - 34% open · ⏱️ 12.07.2021):

   git clone https://github.com/tensorflow/text
  

• PyPi (📥 1.4M / month · 📦 4 · ⏱️ 02.07.2021):

   pip install tensorflow-text
  

vaderSentiment (🥈26 · ⭐ 3.1K) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary and.. MIT

• GitHub (👨‍💻 10 · 🔀 780 · 📦 2.8K · 📋 110 - 30% open · ⏱️ 15.03.2021):

   git clone https://github.com/cjhutto/vaderSentiment
  

• PyPi (📥 140K / month · 📦 290 · ⏱️ 22.05.2020):

   pip install vadersentiment
  

haystack (🥈26 · ⭐ 2.1K) - End-to-end Python framework for building natural language search.. Apache-2

• GitHub (👨‍💻 55 · 🔀 410 · 📦 62 · 📋 760 - 15% open · ⏱️ 15.07.2021):

   git clone https://github.com/deepset-ai/haystack
  

• PyPi (📥 1.7K / month · 📦 170 · ⏱️ 03.07.2017):

   pip install haystack
  

CLTK (🥈26 · ⭐ 670) - The Classical Language Toolkit. MIT

• GitHub (👨‍💻 110 · 🔀 300 · 📥 22 · 📦 170 · 📋 500 - 24% open · ⏱️ 17.06.2021):

   git clone https://github.com/cltk/cltk
  

• PyPi (📥 2.4K / month · 📦 68 · ⏱️ 17.06.2021):

   pip install cltk
  

PyText (🥈25 · ⭐ 6.2K) - A natural language modeling framework based on PyTorch. BSD-3

• GitHub (👨‍💻 200 · 🔀 800 · 📥 250 · 📦 90 · 📋 220 - 66% open · ⏱️ 14.07.2021):

   git clone https://github.com/facebookresearch/pytext
  

• PyPi (📥 540 / month · 📦 1 · ⏱️ 08.06.2020):

   pip install pytext-nlp
  

stanza (🥈25 · ⭐ 5.5K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2

• GitHub (👨‍💻 38 · 🔀 720 · 📦 560 · 📋 550 - 12% open · ⏱️ 13.07.2021):

   git clone https://github.com/stanfordnlp/stanza
  

• PyPi (📥 48K / month · 📦 4 · ⏱️ 13.07.2021):

   pip install stanza
  

• Conda (📥 3.9K · ⏱️ 14.07.2021):

   conda install -c stanfordnlp stanza
  

textgenrnn (🥈25 · ⭐ 4.5K · 💤) - Easily train your own text-generating neural network of any.. MIT

• GitHub (👨‍💻 19 · 🔀 690 · 📥 540 · 📦 920 · 📋 200 - 57% open · ⏱️ 14.07.2020):

   git clone https://github.com/minimaxir/textgenrnn
  

• PyPi (📥 2.8K / month · 📦 28 · ⏱️ 02.02.2020):

   pip install textgenrnn
  

neuralcoref (🥈25 · ⭐ 2.3K) - Fast Coreference Resolution in spaCy with Neural Networks. MIT

• GitHub (👨‍💻 21 · 🔀 410 · 📥 230 · 📦 370 · 📋 280 - 18% open · ⏱️ 22.06.2021):

   git clone https://github.com/huggingface/neuralcoref
  

• PyPi (📥 8.6K / month · 📦 18 · ⏱️ 08.04.2019):

   pip install neuralcoref
  

• Conda (📥 9K · ⏱️ 21.02.2020):

   conda install -c conda-forge neuralcoref
  

nlpaug (🥈25 · ⭐ 2.2K) - Data augmentation for NLP. MIT

• GitHub (👨‍💻 16 · 🔀 260 · 📦 150 · 📋 130 - 22% open · ⏱️ 14.07.2021):

   git clone https://github.com/makcedward/nlpaug
  

• PyPi (📥 23K / month · 📦 2 · ⏱️ 20.06.2021):

   pip install nlpaug
  

TextDistance (🥈25 · ⭐ 2K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT

• GitHub (👨‍💻 10 · 🔀 160 · 📥 110 · 📦 750 · ⏱️ 22.06.2021):

   git clone https://github.com/life4/textdistance
  

• PyPi (📥 260K / month · 📦 28 · ⏱️ 29.01.2021):

   pip install textdistance
  

• Conda (📥 44K · ⏱️ 29.01.2021):

   conda install -c conda-forge textdistance
  

scattertext (🥈25 · ⭐ 1.6K) - Beautiful visualizations of how language differs among document.. Apache-2

• GitHub (👨‍💻 11 · 🔀 220 · 📦 200 · 📋 81 - 20% open · ⏱️ 07.07.2021):

   git clone https://github.com/JasonKessler/scattertext
  

• PyPi (📥 3.9K / month · 📦 16 · ⏱️ 07.07.2021):

   pip install scattertext
  

• Conda (📥 53K · ⏱️ 07.07.2021):

   conda install -c conda-forge scattertext
  

jellyfish (🥈25 · ⭐ 1.5K) - a python library for doing approximate and phonetic matching of.. BSD-2

• GitHub (👨‍💻 23 · 🔀 130 · 📦 2.6K · 📋 100 - 11% open · ⏱️ 29.04.2021):

   git clone https://github.com/jamesturk/jellyfish
  

• PyPi (📥 1.3M / month · 📦 650 · ⏱️ 21.05.2020):

   pip install jellyfish
  

• Conda (📥 140K · ⏱️ 08.01.2021):

   conda install -c conda-forge jellyfish
  

spacy-transformers (🥈25 · ⭐ 980) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy

• GitHub (👨‍💻 16 · 🔀 110 · 📦 210 · ⏱️ 08.07.2021):

   git clone https://github.com/explosion/spacy-transformers
  

• PyPi (📥 47K / month · 📦 6 · ⏱️ 14.06.2021):

   pip install spacy-transformers
  

Ciphey (🥉24 · ⭐ 7.4K) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT

• GitHub (👨‍💻 45 · 🔀 420 · 📋 260 - 22% open · ⏱️ 14.07.2021):

   git clone https://github.com/Ciphey/Ciphey
  

• PyPi (📥 8.3K / month · ⏱️ 06.06.2021):

   pip install ciphey
  

• Docker Hub (📥 11K · ⭐ 4 · ⏱️ 06.06.2021):

   docker pull remnux/ciphey
  

Snips NLU (🥉24 · ⭐ 3.5K) - Snips Python library to extract meaning from text. Apache-2

• GitHub (👨‍💻 22 · 🔀 470 · 📋 250 - 20% open · ⏱️ 03.05.2021):

   git clone https://github.com/snipsco/snips-nlu
  

• PyPi (📥 4K / month · 📦 16 · ⏱️ 15.01.2020):

   pip install snips-nlu
  

fastNLP (🥉24 · ⭐ 2.2K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2

• GitHub (👨‍💻 50 · 🔀 380 · 📥 63 · 📦 35 · 📋 160 - 12% open · ⏱️ 13.07.2021):

   git clone https://github.com/fastnlp/fastNLP
  

• PyPi (📥 1.1K / month · 📦 1 · ⏱️ 04.02.2019):

   pip install fastnlp
  

pytorch-nlp (🥉24 · ⭐ 1.9K) - Basic Utilities for PyTorch Natural Language Processing (NLP). BSD-3

• GitHub (👨‍💻 18 · 🔀 240 · 📦 250 · 📋 65 - 24% open · ⏱️ 10.07.2021):

   git clone https://github.com/PetrochukM/PyTorch-NLP
  

• PyPi (📥 5.2K / month · 📦 18 · ⏱️ 04.11.2019):

   pip install pytorch-nlp
  

textacy (🥉24 · ⭐ 1.7K) - NLP, before and after spaCy. Apache-2

• GitHub (👨‍💻 31 · 🔀 230 · 📋 240 - 12% open · ⏱️ 31.05.2021):

   git clone https://github.com/chartbeat-labs/textacy
  

• PyPi (📥 49K / month · 📦 150 · ⏱️ 12.04.2021):

   pip install textacy
  

• Conda (📥 94K · ⏱️ 13.04.2021):

   conda install -c conda-forge textacy
  

sense2vec (🥉24 · ⭐ 1.3K) - Contextually-keyed word vectors. MIT

• GitHub (👨‍💻 15 · 🔀 210 · 📥 18K · 📦 77 · 📋 100 - 17% open · ⏱️ 18.04.2021):

   git clone https://github.com/explosion/sense2vec
  

• PyPi (📥 3.1K / month · 📦 12 · ⏱️ 19.04.2021):

   pip install sense2vec
  

• Conda (📥 21K · ⏱️ 14.07.2021):

   conda install -c conda-forge sense2vec
  

DeepMatcher (🥉23 · ⭐ 3.7K) - Python package for performing Entity and Text Matching using Deep.. BSD-3

• GitHub (👨‍💻 7 · 🔀 1.4K · 📦 14 · 📋 74 - 70% open · ⏱️ 13.06.2021):

   git clone https://github.com/anhaidgroup/deepmatcher
  

• PyPi (📥 740 / month · ⏱️ 13.06.2021):

   pip install deepmatcher
  

MatchZoo (🥉23 · ⭐ 3.5K) - Facilitating the design, comparison and sharing of deep text.. Apache-2

• GitHub (👨‍💻 36 · 🔀 880 · 📦 10 · 📋 460 - 5% open · ⏱️ 02.06.2021):

   git clone https://github.com/NTMC-Community/MatchZoo
  

• PyPi (📥 210 / month · ⏱️ 24.10.2019):

   pip install matchzoo
  

PyTextRank (🥉23 · ⭐ 1.6K) - Python implementation of TextRank for phrase extraction and.. MIT

• GitHub (👨‍💻 14 · 🔀 300 · 📦 170 · 📋 73 - 27% open · ⏱️ 30.06.2021):

   git clone https://github.com/DerwenAI/pytextrank
  

• PyPi (📥 17K / month · 📦 12 · ⏱️ 25.03.2021):

   pip install pytextrank
  

FARM (🥉23 · ⭐ 1.3K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2

• GitHub (👨‍💻 35 · 🔀 190 · 📋 400 - 9% open · ⏱️ 13.07.2021):

   git clone https://github.com/deepset-ai/FARM
  

• PyPi (📥 9K / month · 📦 2 · ⏱️ 10.06.2021):

   pip install farm
  

SciSpacy (🥉23 · ⭐ 960) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2

• GitHub (👨‍💻 21 · 🔀 140 · 📦 300 · 📋 200 - 13% open · ⏱️ 22.06.2021):

   git clone https://github.com/allenai/scispacy
  

• PyPi (📥 30K / month · 📦 12 · ⏱️ 12.02.2021):

   pip install scispacy
  

english-words (🥉22 · ⭐ 5.3K · 💤) - A text file containing 479k English words for all your.. Unlicense

• GitHub (👨‍💻 25 · 🔀 1.1K · 📋 69 - 62% open · ⏱️ 15.10.2020):

   git clone https://github.com/dwyl/english-words
  

• PyPi (📥 15K / month · 📦 2 · ⏱️ 21.08.2018):

   pip install english-words
  

T5 (🥉22 · ⭐ 3.5K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2

• GitHub (👨‍💻 38 · 🔀 470 · 📦 42 · 📋 370 - 13% open · ⏱️ 30.06.2021):

   git clone https://github.com/google-research/text-to-text-transfer-transformer
  

• PyPi (📥 6.6K / month · ⏱️ 03.03.2021):

   pip install t5
  

gpt-2-simple (🥉22 · ⭐ 2.7K) - Python package to easily retrain OpenAI's GPT-2 text-.. MIT

• GitHub (👨‍💻 17 · 🔀 550 · 📥 250 · 📋 240 - 60% open · ⏱️ 14.02.2021):

   git clone https://github.com/minimaxir/gpt-2-simple
  

• PyPi (📥 11K / month · 📦 6 · ⏱️ 14.02.2021):

   pip install gpt-2-simple
  

Texar (🥉22 · ⭐ 2.2K · 💤) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2

• GitHub (👨‍💻 41 · 🔀 360 · 📦 15 · 📋 160 - 20% open · ⏱️ 29.07.2020):

   git clone https://github.com/asyml/texar
  

• PyPi (📥 160 / month · 📦 2 · ⏱️ 19.11.2019):

   pip install texar
  

anaGo (🥉22 · ⭐ 1.4K) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-.. MIT

• GitHub (👨‍💻 11 · 🔀 360 · 📦 26 · 📋 110 - 33% open · ⏱️ 01.04.2021):

   git clone https://github.com/Hironsan/anago
  

• PyPi (📥 1.3K / month · 📦 5 · ⏱️ 17.07.2018):

   pip install anago
  

pySBD (🥉22 · ⭐ 330) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT

• GitHub (👨‍💻 6 · 🔀 33 · 📦 180 · 📋 56 - 14% open · ⏱️ 11.02.2021):

   git clone https://github.com/nipunsadvilkar/pySBD
  

• PyPi (📥 38K / month · 📦 4 · ⏱️ 11.02.2021):

   pip install pysbd
  

NeMo (🥉21 · ⭐ 2.9K) - NeMo: a toolkit for conversational AI. Apache-2

• GitHub (👨‍💻 99 · 🔀 560 · 📥 4.9K · 📋 650 - 14% open · ⏱️ 15.07.2021):

   git clone https://github.com/NVIDIA/NeMo
  

• PyPi (📥 7K / month · 📦 4 · ⏱️ 02.07.2021):

   pip install nemo-toolkit
  

Texthero (🥉21 · ⭐ 2.3K) - Text preprocessing, representation and visualization from zero to hero. MIT

• GitHub (👨‍💻 18 · 🔀 200 · 📥 78 · 📋 130 - 57% open · ⏱️ 07.04.2021):

   git clone https://github.com/jbesomi/texthero
  

• PyPi (📥 5.3K / month · ⏱️ 01.07.2021):

   pip install texthero
  

jiant (🥉21 · ⭐ 1.3K · 📉) - jiant is an nlp toolkit. MIT

• GitHub (👨‍💻 56 · 🔀 240 · 📦 2 · 📋 540 - 10% open · ⏱️ 09.07.2021):

   git clone https://github.com/nyu-mll/jiant
  

• PyPi (📥 140 / month · ⏱️ 10.05.2021):

   pip install jiant
  

NLP Architect (🥉20 · ⭐ 2.7K) - A model library for exploring state-of-the-art deep learning.. Apache-2

• GitHub (👨‍💻 36 · 🔀 400 · 📦 8 · 📋 130 - 12% open · ⏱️ 13.04.2021):

   git clone https://github.com/IntelLabs/nlp-architect
  

• PyPi (📥 560 / month · ⏱️ 12.04.2020):

   pip install nlp-architect
  

Kashgari (🥉20 · ⭐ 2.1K) - Kashgari is a production-level NLP Transfer learning framework.. Apache-2

• GitHub (👨‍💻 21 · 🔀 410 · 📦 40 · 📋 350 - 9% open · ⏱️ 09.07.2021):

   git clone https://github.com/BrikerMan/Kashgari
  

• PyPi (📥 140 / month · 📦 2 · ⏱️ 18.10.2019):

   pip install kashgari-tf
  

fast-bert (🥉20 · ⭐ 1.6K) - Super easy library for BERT based NLP models. Apache-2

• GitHub (👨‍💻 35 · 🔀 320 · 📋 240 - 61% open · ⏱️ 12.07.2021):

   git clone https://github.com/utterworks/fast-bert
  

• PyPi (📥 1.9K / month · 📦 2 · ⏱️ 23.05.2021):

   pip install fast-bert
  

DELTA (🥉20 · ⭐ 1.4K · 💤) - DELTA is a deep learning based natural language and speech.. Apache-2

• GitHub (👨‍💻 41 · 🔀 290 · 📋 76 - 6% open · ⏱️ 17.12.2020):

   git clone https://github.com/Delta-ML/delta
  

• PyPi (📥 27 / month · ⏱️ 27.03.2020):

   pip install delta-nlp
  

• Docker Hub (📥 13K · ⏱️ 14.07.2021):

   docker pull zh794390558/delta
  

Sockeye (🥉20 · ⭐ 1K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2

• GitHub (👨‍💻 52 · 🔀 300 · 📋 250 - 8% open · ⏱️ 14.07.2021):

   git clone https://github.com/awslabs/sockeye
  

• PyPi (📥 530 / month · 📦 2 · ⏱️ 17.06.2021):

   pip install sockeye
  

YouTokenToMe (🥉20 · ⭐ 750) - Unsupervised text tokenizer focused on computational efficiency. MIT

• GitHub (👨‍💻 6 · 🔀 48 · 📦 140 · 📋 46 - 52% open · ⏱️ 28.01.2021):

   git clone https://github.com/vkcom/youtokentome
  

• PyPi (📥 16K / month · 📦 12 · ⏱️ 12.02.2020):

   pip install youtokentome
  

finetune (🥉20 · ⭐ 650) - Scikit-learn style model finetuning for NLP. MPL-2.0

• GitHub (👨‍💻 19 · 🔀 68 · 📦 9 · 📋 140 - 15% open · ⏱️ 13.07.2021):

   git clone https://github.com/IndicoDataSolutions/finetune
  

• PyPi (📥 180 / month · 📦 2 · ⏱️ 10.01.2020):

   pip install finetune
  

lightseq (🥉18 · ⭐ 1.3K) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2

• GitHub (👨‍💻 5 · 🔀 120 · 📥 430 · 📋 45 - 28% open · ⏱️ 13.07.2021):

   git clone https://github.com/bytedance/lightseq
  

• PyPi (📥 970 / month · ⏱️ 29.06.2021):

   pip install lightseq
  

nboost (🥉18 · ⭐ 580 · 💤) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2

• GitHub (👨‍💻 10 · 🔀 64 · 📦 3 · 📋 78 - 35% open · ⏱️ 16.07.2020):

   git clone https://github.com/koursaros-ai/nboost
  

• PyPi (📥 160 / month · ⏱️ 12.06.2020):

   pip install nboost
  

Camphr (🥉18 · ⭐ 340) - spaCy plugin for Transformers , Udify, ELmo, etc. Apache-2 spacy

• GitHub (👨‍💻 7 · 🔀 18 · 📋 33 - 24% open · ⏱️ 12.07.2021):

   git clone https://github.com/PKSHATechnology-Research/camphr
  

• PyPi (📥 640 / month · ⏱️ 12.07.2021):

   pip install camphr
  

VizSeq (🥉16 · ⭐ 340) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT

• GitHub (👨‍💻 3 · 🔀 40 · 📦 2 · 📋 15 - 46% open · ⏱️ 16.06.2021):

   git clone https://github.com/facebookresearch/vizseq
  

• PyPi (📥 220 / month · ⏱️ 07.08.2020):

   pip install vizseq
  

OpenNRE (🥉15 · ⭐ 3.2K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT

• GitHub (👨‍💻 9 · 🔀 860 · 📋 330 - 6% open · ⏱️ 31.05.2021):

   git clone https://github.com/thunlp/OpenNRE
  

Translate (🥉15 · ⭐ 700) - Translate - a PyTorch Language Library. BSD-3

• GitHub (👨‍💻 86 · 🔀 170 · 📋 93 - 70% open · ⏱️ 05.05.2021):

   git clone https://github.com/pytorch/translate
  

• PyPi (📥 11 / month · ⏱️ 01.05.2018):

   pip install pytorch-translate
  

BLINK (🥉12 · ⭐ 670) - Entity Linker solution. MIT

• GitHub (👨‍💻 16 · 🔀 110 · 📋 62 - 54% open · ⏱️ 02.04.2021):

   git clone https://github.com/facebookresearch/BLINK
  

Show 19 hidden projects...

• fuzzywuzzy (🥇31 · ⭐ 8.3K) - Fuzzy String Matching in Python. ❗️GPL-2.0
• langid (🥈26 · ⭐ 1.8K · 💀) - Stand-alone language identification system. BSD-3
• polyglot (🥈25 · ⭐ 1.9K · 💤) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
• flashtext (🥉23 · ⭐ 4.9K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. MIT
• stop-words (🥉22 · ⭐ 130 · 💀) - Get list of common stop words in various languages in Python. BSD-3
• NeuroNER (🥉19 · ⭐ 1.6K · 💀) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
• pyfasttext (🥉19 · ⭐ 230 · 💀) - Yet another Python binding for fastText. ❗️GPL-3.0
• textpipe (🥉18 · ⭐ 290) - Textpipe: clean and extract metadata from text. MIT
• textaugment (🥉18 · ⭐ 150) - TextAugment: Text Augmentation Library. MIT
• TextBox (🥉16 · ⭐ 280) - TextBox is an open-source library for building text generation system. MIT
• Headliner (🥉16 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT
• skift (🥉16 · ⭐ 220) - scikit-learn wrappers for Python fastText. MIT
• TransferNLP (🥉15 · ⭐ 290 · 💀) - NLP library designed for reproducible experimentation.. MIT
• NeuralQA (🥉15 · ⭐ 200 · 💤) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
• ONNX-T5 (🥉15 · ⭐ 170) - Summarization, translation, sentiment-analysis, text-generation and.. Apache-2
• textvec (🥉14 · ⭐ 170 · 💤) - Text vectorization tool to outperform TFIDF for classification.. MIT
• fastT5 (🥉13 · ⭐ 180 · 🐣) - boost inference speed of T5 models by 5x & reduce the model size.. Apache-2
• numerizer (🥉13 · ⭐ 120) - A Python module to convert natural language numerics into ints and.. MIT
• spacy-dbpedia-spotlight (🥉12 · ⭐ 37) - A spaCy wrapper for DBpedia Spotlight. MIT spacy

Image Data

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 (🥇40 · ⭐ 8.7K) - The friendly PIL fork (Python Imaging Library). ❗️PIL

• GitHub (👨‍💻 370 · 🔀 1.7K · 📦 510K · 📋 2.3K - 8% open · ⏱️ 13.07.2021):

   git clone https://github.com/python-pillow/Pillow
  

• PyPi (📥 33M / month · 📦 110K · ⏱️ 06.07.2021):

   pip install Pillow
  

• Conda (📥 9.3M · ⏱️ 07.07.2021):

   conda install -c conda-forge pillow
  

torchvision (🥇36 · ⭐ 9.4K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3

• GitHub (👨‍💻 400 · 🔀 4.9K · 📦 56K · 📋 1.8K - 26% open · ⏱️ 15.07.2021):

   git clone https://github.com/pytorch/vision
  

• PyPi (📥 1.7M / month · 📦 4.6K · ⏱️ 15.06.2021):

   pip install torchvision
  

• Conda (📥 80K · ⏱️ 01.07.2021):

   conda install -c conda-forge torchvision
  

scikit-image (🥇33 · ⭐ 4.4K) - Image processing in Python. BSD-2

• GitHub (👨‍💻 500 · 🔀 1.8K · 📦 74K · 📋 2.2K - 31% open · ⏱️ 15.07.2021):

   git clone https://github.com/scikit-image/scikit-image
  

• PyPi (📥 3.2M / month · 📦 15K · ⏱️ 29.06.2021):

   pip install scikit-image
  

• Conda (📥 2.6M · ⏱️ 08.07.2021):

   conda install -c conda-forge scikit-image
  

imageio (🥇32 · ⭐ 890) - Python library for reading and writing image data. BSD-2

• GitHub (👨‍💻 79 · 🔀 180 · 📦 45K · 📋 370 - 18% open · ⏱️ 05.07.2021):

   git clone https://github.com/imageio/imageio
  

• PyPi (📥 7.9M / month · 📦 3.8K · ⏱️ 06.07.2020):

   pip install imageio
  

• Conda (📥 2.1M · ⏱️ 06.07.2020):

   conda install -c conda-forge imageio
  

Albumentations (🥇31 · ⭐ 8.4K) - Fast image augmentation library and an easy-to-use wrapper.. MIT

• GitHub (👨‍💻 80 · 🔀 1.1K · 📦 4.4K · 📋 500 - 43% open · ⏱️ 15.07.2021):

   git clone https://github.com/albumentations-team/albumentations
  

• PyPi (📥 190K / month · 📦 130 · ⏱️ 15.07.2021):

   pip install albumentations
  

• Conda (📥 21K · ⏱️ 15.07.2021):

   conda install -c conda-forge albumentations
  

MoviePy (🥇31 · ⭐ 7.6K) - Video editing with Python. MIT

• GitHub (👨‍💻 140 · 🔀 1K · 📦 8.6K · 📋 1.1K - 31% open · ⏱️ 02.06.2021):

   git clone https://github.com/Zulko/moviepy
  

• PyPi (📥 4.5M / month · 📦 1.1K · ⏱️ 05.10.2020):

   pip install moviepy
  

• Conda (📥 85K · ⏱️ 23.02.2020):

   conda install -c conda-forge moviepy
  

opencv-python (🥇31 · ⭐ 2.1K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT

• GitHub (👨‍💻 32 · 🔀 400 · 📋 440 - 4% open · ⏱️ 09.07.2021):

   git clone https://github.com/opencv/opencv-python
  

• PyPi (📥 4.8M / month · 📦 13K · ⏱️ 11.07.2021):

   pip install opencv-python
  

Wand (🥇31 · ⭐ 1.1K) - The ctypes-based simple ImageMagick binding for Python. MIT

• GitHub (👨‍💻 95 · 🔀 190 · 📥 5.2K · 📦 5.5K · 📋 350 - 5% open · ⏱️ 12.07.2021):

   git clone https://github.com/emcconville/wand
  

• PyPi (📥 440K / month · 📦 1.2K · ⏱️ 28.02.2021):

   pip install wand
  

GluonCV (🥈30 · ⭐ 4.8K) - Gluon CV Toolkit. Apache-2

• GitHub (👨‍💻 110 · 🔀 1.1K · 📦 540 · 📋 780 - 8% open · ⏱️ 13.07.2021):

   git clone https://github.com/dmlc/gluon-cv
  

• PyPi (📥 480K / month · 📦 30 · ⏱️ 15.07.2021):

   pip install gluoncv
  

Face Recognition (🥈29 · ⭐ 41K · 📉) - The world's simplest facial recognition api for.. MIT

• GitHub (👨‍💻 47 · 🔀 11K · 📥 440 · 📋 1.1K - 52% open · ⏱️ 14.06.2021):

   git clone https://github.com/ageitgey/face_recognition
  

• PyPi (📥 60K / month · 📦 410 · ⏱️ 21.08.2018):

   pip install face_recognition
  

detectron2 (🥈29 · ⭐ 17K) - Detectron2 is FAIR's next-generation platform for object.. Apache-2

• GitHub (👨‍💻 170 · 🔀 4.5K · 📦 260 · 📋 2.5K - 4% open · ⏱️ 14.07.2021):

   git clone https://github.com/facebookresearch/detectron2
  

• Conda (📥 25K · ⏱️ 14.06.2021):

   conda install -c conda-forge detectron2
  

PyTorch Image Models (🥈29 · ⭐ 12K) - PyTorch image models, scripts, pretrained weights --.. Apache-2

• GitHub (👨‍💻 52 · 🔀 1.8K · 📥 480K · 📦 790 · 📋 350 - 11% open · ⏱️ 13.07.2021):

   git clone https://github.com/rwightman/pytorch-image-models
  

InsightFace (🥈29 · ⭐ 9.6K) - Face Analysis Project on PyTorch and MXNet. MIT

• GitHub (👨‍💻 21 · 🔀 3.3K · 📦 80 · 📋 1.6K - 52% open · ⏱️ 15.07.2021):

   git clone https://github.com/deepinsight/insightface
  

• PyPi (📥 15K / month · 📦 2 · ⏱️ 09.07.2021):

   pip install insightface
  

Kornia (🥈29 · ⭐ 4.3K) - Open Source Differentiable Computer Vision Library for PyTorch. Apache-2

• GitHub (👨‍💻 110 · 🔀 420 · 📥 61 · 📦 490 · 📋 430 - 24% open · ⏱️ 13.07.2021):

   git clone https://github.com/kornia/kornia
  

• PyPi (📥 130K / month · ⏱️ 12.07.2021):

   pip install kornia
  

ImageHash (🥈29 · ⭐ 2K) - A Python Perceptual Image Hashing Module. BSD-2

• GitHub (👨‍💻 18 · 🔀 270 · 📦 3K · 📋 100 - 13% open · ⏱️ 15.07.2021):

   git clone https://github.com/JohannesBuchner/imagehash
  

• PyPi (📥 880K / month · 📦 530 · ⏱️ 15.07.2021):

   pip install ImageHash
  

• Conda (📥 130K · ⏱️ 19.11.2020):

   conda install -c conda-forge imagehash
  

imutils (🥈28 · ⭐ 3.7K) - A series of convenience functions to make basic image processing.. MIT

• GitHub (👨‍💻 20 · 🔀 910 · 📦 17K · 📋 220 - 64% open · ⏱️ 15.01.2021):

   git clone https://github.com/jrosebr1/imutils
  

• PyPi (📥 280K / month · 📦 1.2K · ⏱️ 15.01.2021):

   pip install imutils
  

• Conda (📥 58K · ⏱️ 15.01.2021):

   conda install -c conda-forge imutils
  

imageai (🥈27 · ⭐ 6.3K) - A python library built to empower developers to build applications and.. MIT

• GitHub (👨‍💻 14 · 🔀 1.8K · 📥 610K · 📦 880 · 📋 640 - 35% open · ⏱️ 08.05.2021):

   git clone https://github.com/OlafenwaMoses/ImageAI
  

• PyPi (📥 11K / month · 📦 24 · ⏱️ 05.01.2021):

   pip install imageai
  

MMDetection (🥈26 · ⭐ 16K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2

• GitHub (👨‍💻 240 · 🔀 5.5K · 📦 77 · 📋 4.1K - 8% open · ⏱️ 13.07.2021):

   git clone https://github.com/open-mmlab/mmdetection
  

PyTorch3D (🥈26 · ⭐ 5K) - PyTorch3D is FAIR's library of reusable components for deep.. MIT

• GitHub (👨‍💻 63 · 🔀 620 · 📦 90 · 📋 650 - 8% open · ⏱️ 13.07.2021):

   git clone https://github.com/facebookresearch/pytorch3d
  

• PyPi (📥 8.4K / month · ⏱️ 09.02.2021):

   pip install pytorch3d
  

• Conda (📥 12K · ⏱️ 09.02.2021):

   conda install -c pytorch3d pytorch3d
  

facenet-pytorch (🥈26 · ⭐ 2.2K) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT

• GitHub (👨‍💻 14 · 🔀 480 · 📥 120K · 📦 400 · 📋 130 - 33% open · ⏱️ 23.05.2021):

   git clone https://github.com/timesler/facenet-pytorch
  

• PyPi (📥 13K / month · 📦 6 · ⏱️ 10.03.2021):

   pip install facenet-pytorch
  

mtcnn (🥈26 · ⭐ 1.6K · 📈) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT

• GitHub (👨‍💻 15 · 🔀 420 · 📦 1.3K · 📋 100 - 63% open · ⏱️ 09.07.2021):

   git clone https://github.com/ipazc/mtcnn
  

• PyPi (📥 21K / month · 📦 42 · ⏱️ 09.07.2021):

   pip install mtcnn
  

deepface (🥉25 · ⭐ 1.9K) - DeepFace: A Lightweight Deep Face Recognition and Facial Attribute.. MIT

• GitHub (👨‍💻 15 · 🔀 420 · 📦 190 · 📋 270 - 1% open · ⏱️ 14.07.2021):

   git clone https://github.com/serengil/deepface
  

• PyPi (📥 13K / month · ⏱️ 13.07.2021):

   pip install deepface
  

mahotas (🥉25 · ⭐ 690) - Computer Vision in Python. MIT

• GitHub (👨‍💻 31 · 🔀 130 · 📦 660 · 📋 74 - 21% open · ⏱️ 31.05.2021):

   git clone https://github.com/luispedro/mahotas
  

• PyPi (📥 36K / month · 📦 190 · ⏱️ 16.08.2020):

   pip install mahotas
  

• Conda (📥 290K · ⏱️ 22.01.2021):

   conda install -c conda-forge mahotas
  

Face Alignment (🥉24 · ⭐ 5.1K) - 2D and 3D Face alignment library build using pytorch. BSD-3

• GitHub (👨‍💻 23 · 🔀 1.1K · 📋 250 - 15% open · ⏱️ 05.05.2021):

   git clone https://github.com/1adrianb/face-alignment
  

• PyPi (📥 6.7K / month · 📦 12 · ⏱️ 28.04.2021):

   pip install face-alignment
  

CellProfiler (🥉24 · ⭐ 590) - An open-source application for biological image analysis. BSD-3

• GitHub (👨‍💻 120 · 🔀 290 · 📥 1.2K · 📦 4 · 📋 3K - 5% open · ⏱️ 15.07.2021):

   git clone https://github.com/CellProfiler/CellProfiler
  

• PyPi (📥 1.3K / month · ⏱️ 04.09.2017):

   pip install cellprofiler
  

pyvips (🥉24 · ⭐ 340) - python binding for libvips using cffi. MIT

• GitHub (👨‍💻 11 · 🔀 29 · 📦 200 · 📋 230 - 34% open · ⏱️ 28.06.2021):

   git clone https://github.com/libvips/pyvips
  

• PyPi (📥 16K / month · 📦 22 · ⏱️ 28.06.2021):

   pip install pyvips
  

• Conda (📥 10K · ⏱️ 28.06.2021):

   conda install -c conda-forge pyvips
  

Image Super-Resolution (🥉23 · ⭐ 2.9K) - Super-scale your images and run experiments with.. Apache-2

• GitHub (👨‍💻 10 · 🔀 550 · 📦 58 · 📋 180 - 41% open · ⏱️ 02.06.2021):

   git clone https://github.com/idealo/image-super-resolution
  

• PyPi (📥 5K / month · 📦 8 · ⏱️ 08.01.2020):

   pip install ISR
  

• Docker Hub (📥 150 · ⏱️ 01.04.2019):

   docker pull idealo/image-super-resolution-gpu
  

PaddleSeg (🥉23 · ⭐ 1.8K) - End-to-end image segmentation kit based on PaddlePaddle. Apache-2

• GitHub (👨‍💻 51 · 🔀 440 · 📦 200 · 📋 560 - 53% open · ⏱️ 14.07.2021):

   git clone https://github.com/PaddlePaddle/PaddleSeg
  

• PyPi (📥 390 / month · ⏱️ 13.07.2021):

   pip install paddleseg
  

Torch Points 3D (🥉23 · ⭐ 1.4K) - Pytorch framework for doing deep learning on point clouds. BSD-3

• GitHub (👨‍💻 26 · 🔀 210 · 📦 3 · 📋 260 - 27% open · ⏱️ 23.06.2021):

   git clone https://github.com/nicolas-chaulet/torch-points3d
  

• PyPi (📥 650 / month · ⏱️ 30.04.2021):

   pip install torch-points3d
  

Image Deduplicator (🥉22 · ⭐ 3.7K · 💤) - Finding duplicate images made easy!. Apache-2

• GitHub (👨‍💻 9 · 🔀 310 · 📦 15 · 📋 77 - 25% open · ⏱️ 23.11.2020):

   git clone https://github.com/idealo/imagededup
  

• PyPi (📥 13K / month · 📦 2 · ⏱️ 22.11.2020):

   pip install imagededup
  

tensorflow-graphics (🥉22 · ⭐ 2.5K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2

• GitHub (👨‍💻 33 · 🔀 300 · 📦 2 · 📋 200 - 57% open · ⏱️ 14.07.2021):

   git clone https://github.com/tensorflow/graphics
  

• PyPi (📥 4.9K / month · 📦 3 · ⏱️ 20.05.2020):

   pip install tensorflow-graphics
  

layout-parser (🥉22 · ⭐ 2.2K) - A unified toolkit for Deep Learning Based Document Image.. Apache-2

• GitHub (👨‍💻 4 · 🔀 180 · 📦 11 · 📋 37 - 56% open · ⏱️ 26.04.2021):

   git clone https://github.com/Layout-Parser/layout-parser
  

• PyPi (📥 2K / month · ⏱️ 12.04.2021):

   pip install layoutparser
  

vidgear (🥉22 · ⭐ 1.8K) - High-performance cross-platform Video Processing Python framework.. Apache-2

• GitHub (👨‍💻 6 · 🔀 130 · 📥 380 · 📦 120 · 📋 160 - 2% open · ⏱️ 25.04.2021):

   git clone https://github.com/abhiTronix/vidgear
  

• PyPi (📥 2.5K / month · 📦 2 · ⏱️ 01.01.2021):

   pip install vidgear
  

Classy Vision (🥉22 · ⭐ 1.3K) - An end-to-end PyTorch framework for image and video.. MIT

• GitHub (👨‍💻 62 · 🔀 230 · 📋 110 - 48% open · ⏱️ 10.07.2021):

   git clone https://github.com/facebookresearch/ClassyVision
  

• PyPi (📥 1.3K / month · ⏱️ 09.07.2021):

   pip install classy_vision
  

• Conda (📥 8.5K · ⏱️ 11.12.2020):

   conda install -c conda-forge classy_vision
  

vit-pytorch (🥉21 · ⭐ 5K) - Implementation of Vision Transformer, a simple way to achieve.. MIT

• GitHub (👨‍💻 10 · 🔀 650 · 📦 24 · 📋 120 - 43% open · ⏱️ 08.07.2021):

   git clone https://github.com/lucidrains/vit-pytorch
  

• PyPi (📥 3.7K / month · ⏱️ 08.07.2021):

   pip install vit-pytorch
  

MMF (🥉21 · ⭐ 4.5K) - A modular framework for vision & language multimodal research from.. BSD-3

• GitHub (👨‍💻 68 · 🔀 710 · 📦 7 · 📋 560 - 28% open · ⏱️ 09.07.2021):

   git clone https://github.com/facebookresearch/mmf
  

• PyPi (📥 430 / month · ⏱️ 12.06.2020):

   pip install mmf
  

deep-daze (🥉21 · ⭐ 3.5K · 🐣) - Simple command line tool for text to image generation using.. MIT

• GitHub (👨‍💻 12 · 🔀 240 · 📦 20 · 📋 120 - 44% open · ⏱️ 04.07.2021):

   git clone https://github.com/lucidrains/deep-daze
  

• PyPi (📥 4.2K / month · ⏱️ 07.04.2021):

   pip install deep-daze
  

vissl (🥉21 · ⭐ 1.8K) - VISSL is FAIR's library of extensible, modular and scalable components.. MIT

• GitHub (👨‍💻 24 · 🔀 160 · 📋 82 - 45% open · ⏱️ 15.07.2021):

   git clone https://github.com/facebookresearch/vissl
  

• PyPi (📥 450 / month · ⏱️ 25.01.2021):

   pip install vissl
  

lightly (🥉21 · ⭐ 1.1K) - A python library for self-supervised learning on images. MIT

• GitHub (👨‍💻 11 · 🔀 61 · 📦 16 · 📋 200 - 24% open · ⏱️ 12.07.2021):

   git clone https://github.com/lightly-ai/lightly
  

• PyPi (📥 1.3K / month · ⏱️ 08.07.2021):

   pip install lightly
  

nude.py (🥉20 · ⭐ 800 · 💤) - Nudity detection with Python. MIT

• GitHub (👨‍💻 12 · 🔀 130 · 📦 500 · 📋 9 - 77% open · ⏱️ 23.11.2020):

   git clone https://github.com/hhatto/nude.py
  

• PyPi (📥 3.5K / month · 📦 18 · ⏱️ 23.11.2020):

   pip install nudepy
  

image-match (🥉19 · ⭐ 2.6K) - Quickly search over billions of images. Apache-2

• GitHub (👨‍💻 18 · 🔀 370 · 📋 93 - 48% open · ⏱️ 04.01.2021):

   git clone https://github.com/ProvenanceLabs/image-match
  

• PyPi (📥 890 / month · 📦 6 · ⏱️ 13.02.2017):

   pip install image_match
  

Norfair (🥉19 · ⭐ 1.1K) - Lightweight Python library for adding real-time 2D object tracking to.. BSD-3

• GitHub (👨‍💻 9 · 🔀 77 · 📋 33 - 24% open · ⏱️ 10.06.2021):

   git clone https://github.com/tryolabs/norfair
  

• PyPi (📥 2.1K / month · ⏱️ 31.05.2021):

   pip install norfair
  

Caer (🥉19 · ⭐ 520 · 📉) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT

• GitHub (👨‍💻 6 · 🔀 83 · 📥 19 · 📋 13 - 23% open · ⏱️ 29.05.2021):

   git clone https://github.com/jasmcaus/caer
  

• PyPi (📥 7.4K / month · ⏱️ 28.01.2021):

   pip install caer
  

PaddleDetection (🥉18 · ⭐ 4.3K) - Object detection and instance segmentation toolkit.. Apache-2

• GitHub (👨‍💻 63 · 🔀 1.1K · 📦 5 · 📋 2.1K - 21% open · ⏱️ 14.07.2021):

   git clone https://github.com/PaddlePaddle/PaddleDetection
  

pytorchvideo (🥉18 · ⭐ 1.7K · 🐣) - A deep learning library for video understanding.. Apache-2

• GitHub (👨‍💻 20 · 🔀 120 · 📋 64 - 39% open · ⏱️ 08.07.2021):

   git clone https://github.com/facebookresearch/pytorchvideo
  

• PyPi (📥 2.8K / month · ⏱️ 26.06.2021):

   pip install pytorchvideo
  

pycls (🥉17 · ⭐ 1.6K) - Codebase for Image Classification Research, written in PyTorch. MIT

• GitHub (👨‍💻 13 · 🔀 180 · 📦 3 · 📋 67 - 25% open · ⏱️ 09.07.2021):

   git clone https://github.com/facebookresearch/pycls
  

DE⫶TR (🥉16 · ⭐ 7.2K) - End-to-End Object Detection with Transformers. Apache-2

• GitHub (👨‍💻 21 · 🔀 1.2K · 📋 350 - 27% open · ⏱️ 30.06.2021):

   git clone https://github.com/facebookresearch/detr
  

PySlowFast (🥉16 · ⭐ 3.9K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2

• GitHub (👨‍💻 24 · 🔀 760 · 📦 4 · 📋 430 - 48% open · ⏱️ 08.07.2021):

   git clone https://github.com/facebookresearch/SlowFast
  

Show 8 hidden projects...

• imgaug (🥇32 · ⭐ 11K · 💀) - Image augmentation for machine learning experiments. MIT
• glfw (🥈30 · ⭐ 7.8K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• Augmentor (🥉25 · ⭐ 4.5K · 💀) - Image augmentation library in Python for machine learning. MIT
• chainercv (🥉25 · ⭐ 1.5K · 💀) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
• Pillow-SIMD (🥉24 · ⭐ 1.6K · 💀) - The friendly PIL fork. ❗️PIL
• segmentation_models (🥉23 · ⭐ 3.3K · 💀) - Segmentation models with pretrained backbones. Keras.. MIT
• Luminoth (🥉22 · ⭐ 2.4K · 💀) - Deep Learning toolkit for Computer Vision. BSD-3
• solt (🥉17 · ⭐ 250 · 💀) - Streaming over lightweight data transformations. MIT

Graph Data

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

networkx (🥇35 · ⭐ 9.4K) - Network Analysis in Python. BSD-3

• GitHub (👨‍💻 530 · 🔀 2.4K · 📥 56 · 📦 80K · 📋 2.7K - 10% open · ⏱️ 09.07.2021):

   git clone https://github.com/networkx/networkx
  

• PyPi (📥 12M / month · 📦 21K · ⏱️ 08.07.2021):

   pip install networkx
  

• Conda (📥 4M · ⏱️ 09.07.2021):

   conda install -c conda-forge networkx
  

PyTorch Geometric (🥇29 · ⭐ 12K) - Geometric Deep Learning Extension Library for PyTorch. MIT

• GitHub (👨‍💻 180 · 🔀 2K · 📋 2.1K - 38% open · ⏱️ 15.07.2021):

   git clone https://github.com/rusty1s/pytorch_geometric
  

• PyPi (📥 47K / month · 📦 24 · ⏱️ 26.06.2021):

   pip install torch-geometric
  

dgl (🥇28 · ⭐ 7.6K) - Python package built to ease deep learning on graph, on top of existing.. Apache-2

• GitHub (👨‍💻 150 · 🔀 1.6K · 📋 1.1K - 22% open · ⏱️ 15.07.2021):

   git clone https://github.com/dmlc/dgl
  

• PyPi (📥 91K / month · 📦 30 · ⏱️ 27.05.2021):

   pip install dgl
  

StellarGraph (🥈26 · ⭐ 2K) - StellarGraph - Machine Learning on Graphs. Apache-2

• GitHub (👨‍💻 32 · 🔀 290 · 📦 74 · 📋 970 - 25% open · ⏱️ 18.02.2021):

   git clone https://github.com/stellargraph/stellargraph
  

• PyPi (📥 13K / month · 📦 4 · ⏱️ 30.06.2020):

   pip install stellargraph
  

Spektral (🥈24 · ⭐ 1.8K) - Graph Neural Networks with Keras and Tensorflow 2. MIT

• GitHub (👨‍💻 18 · 🔀 240 · 📦 60 · 📋 170 - 20% open · ⏱️ 09.07.2021):

   git clone https://github.com/danielegrattarola/spektral
  

• PyPi (📥 4.2K / month · ⏱️ 09.07.2021):

   pip install spektral
  

AmpliGraph (🥈23 · ⭐ 1.6K) - Python library for Representation Learning on Knowledge.. Apache-2

• GitHub (👨‍💻 19 · 🔀 170 · 📦 15 · 📋 200 - 11% open · ⏱️ 25.05.2021):

   git clone https://github.com/Accenture/AmpliGraph
  

• PyPi (📥 1.7K / month · ⏱️ 25.05.2021):

   pip install ampligraph
  

pygraphistry (🥈23 · ⭐ 1.4K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3

• GitHub (👨‍💻 15 · 🔀 130 · 📦 46 · 📋 150 - 35% open · ⏱️ 14.07.2021):

   git clone https://github.com/graphistry/pygraphistry
  

• PyPi (📥 1.3K / month · 📦 4 · ⏱️ 14.07.2021):

   pip install graphistry
  

ogb (🥈23 · ⭐ 1K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT

• GitHub (👨‍💻 15 · 🔀 210 · 📦 130 · ⏱️ 22.06.2021):

   git clone https://github.com/snap-stanford/ogb
  

• PyPi (📥 6.5K / month · ⏱️ 07.04.2021):

   pip install ogb
  

PyTorch-BigGraph (🥈22 · ⭐ 2.8K) - Generate embeddings from large-scale graph-structured.. BSD-3

• GitHub (👨‍💻 22 · 🔀 380 · 📥 120 · 📋 160 - 26% open · ⏱️ 07.07.2021):

   git clone https://github.com/facebookresearch/PyTorch-BigGraph
  

• PyPi (📥 1.1K / month · 📦 4 · ⏱️ 01.05.2019):

   pip install torchbiggraph
  

Node2Vec (🥈22 · ⭐ 740) - Implementation of the node2vec algorithm. MIT

• GitHub (👨‍💻 8 · 🔀 180 · 📦 160 · 📋 66 - 4% open · ⏱️ 16.04.2021):

   git clone https://github.com/eliorc/node2vec
  

• PyPi (📥 11K / month · 📦 10 · ⏱️ 02.04.2021):

   pip install node2vec
  

• Conda (📥 18K · ⏱️ 25.04.2020):

   conda install -c conda-forge node2vec
  

torch-cluster (🥈22 · ⭐ 390) - PyTorch Extension Library of Optimized Graph Cluster.. MIT

• GitHub (👨‍💻 18 · 🔀 74 · 📋 85 - 47% open · ⏱️ 03.07.2021):

   git clone https://github.com/rusty1s/pytorch_cluster
  

• PyPi (📥 9.5K / month · 📦 32 · ⏱️ 01.03.2021):

   pip install torch-cluster
  

PyKEEN (🥉20 · ⭐ 470) - A Python library for learning and evaluating knowledge graph embeddings. MIT

• GitHub (👨‍💻 19 · 🔀 71 · 📥 92 · 📋 230 - 34% open · ⏱️ 03.07.2021):

   git clone https://github.com/pykeen/pykeen
  

• PyPi (📥 1.1K / month · 📦 2 · ⏱️ 13.06.2021):

   pip install pykeen
  

Paddle Graph Learning (🥉19 · ⭐ 1.1K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2

• GitHub (👨‍💻 17 · 🔀 160 · 📦 17 · 📋 78 - 39% open · ⏱️ 13.07.2021):

   git clone https://github.com/PaddlePaddle/PGL
  

• PyPi (📥 890 / month · 📦 2 · ⏱️ 10.07.2021):

   pip install pgl
  

graph4nlp (🥉19 · ⭐ 880) - Graph4nlp is the library for the easy use of Graph Neural.. Apache-2

• GitHub (👨‍💻 19 · 🔀 96 · 📋 64 - 3% open · ⏱️ 10.07.2021):

   git clone https://github.com/graph4ai/graph4nlp
  

• PyPi (📥 180 / month · ⏱️ 06.06.2021):

   pip install graph4nlp
  

pytorch_geometric_temporal (🥉19 · ⭐ 870) - A Temporal Extension Library for PyTorch Geometric. MIT

• GitHub (👨‍💻 11 · 🔀 110 · 📋 44 - 4% open · ⏱️ 13.07.2021):

   git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
  

• PyPi (📥 1.6K / month · ⏱️ 13.07.2021):

   pip install torch-geometric-temporal
  

graph-nets (🥉18 · ⭐ 4.9K · 💤) - Build Graph Nets in Tensorflow. Apache-2

• GitHub (👨‍💻 10 · 🔀 740 · 📋 120 - 7% open · ⏱️ 04.12.2020):

   git clone https://github.com/deepmind/graph_nets
  

• PyPi (📥 1K / month · 📦 7 · ⏱️ 29.01.2020):

   pip install graph-nets
  

GraphEmbedding (🥉16 · ⭐ 2.1K · 💤) - Implementation and experiments of graph embedding.. MIT

• GitHub (👨‍💻 8 · 🔀 640 · 📦 12 · 📋 49 - 71% open · ⏱️ 18.10.2020):

   git clone https://github.com/shenweichen/GraphEmbedding
  

kglib (🥉16 · ⭐ 440) - Grakn Knowledge Graph Library (ML R&D). Apache-2

• GitHub (👨‍💻 7 · 🔀 84 · 📥 210 · 📋 61 - 19% open · ⏱️ 15.01.2021):

   git clone https://github.com/vaticle/kglib
  

• PyPi (📥 130 / month · ⏱️ 19.08.2020):

   pip install grakn-kglib
  

Euler (🥉14 · ⭐ 2.6K · 💤) - A distributed graph deep learning framework. Apache-2

• GitHub (👨‍💻 5 · 🔀 520 · 📋 310 - 67% open · ⏱️ 29.07.2020):

   git clone https://github.com/alibaba/euler
  

• PyPi (📥 18 / month · ⏱️ 10.04.2019):

   pip install euler-gl
  

AutoGL (🥉14 · ⭐ 650) - An autoML framework & toolkit for machine learning on graphs. Apache-2

• GitHub (👨‍💻 9 · 🔀 69 · 📋 13 - 38% open · ⏱️ 15.07.2021):

   git clone https://github.com/THUMNLab/AutoGL
  

• PyPi (📥 64 / month · ⏱️ 23.12.2020):

   pip install auto-graph-learning
  

OpenKE (🥉13 · ⭐ 2.6K) - An Open-Source Package for Knowledge Embedding (KE). MIT

• GitHub (👨‍💻 10 · 🔀 800 · 📋 300 - 22% open · ⏱️ 06.04.2021):

   git clone https://github.com/thunlp/OpenKE
  

GraphVite (🥉12 · ⭐ 920) - GraphVite: A General and High-performance Graph Embedding System. Apache-2

• GitHub (👨‍💻 1 · 🔀 120 · 📋 86 - 34% open · ⏱️ 14.01.2021):

   git clone https://github.com/DeepGraphLearning/graphvite
  

• Conda (📥 3.8K · ⏱️ 19.03.2020):

   conda install -c milagraph graphvite
  

Show 10 hidden projects...

• igraph (🥇28 · ⭐ 840) - Python interface for igraph. ❗️GPL-2.0
• pygal (🥈26 · ⭐ 2.4K) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• Karate Club (🥈23 · ⭐ 1.3K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0
• DeepWalk (🥉21 · ⭐ 2.3K · 💀) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
• DIG (🥉17 · ⭐ 780) - A library for graph deep learning research. ❗️GPL-3.0
• Sematch (🥉17 · ⭐ 360 · 💀) - semantic similarity framework for knowledge graph. Apache-2
• DeepGraph (🥉17 · ⭐ 240) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
• pyRDF2Vec (🥉17 · ⭐ 120) - Python Implementation and Extension of RDF2Vec. MIT
• GraphSAGE (🥉14 · ⭐ 2.4K · 💀) - Representation learning on large graphs using stochastic.. MIT
• OpenNE (🥉13 · ⭐ 1.5K · 💀) - An Open-Source Package for Network Embedding (NE). MIT

Audio Data

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

Pydub (🥇31 · ⭐ 5.5K) - Manipulate audio with a simple and easy high level interface. MIT

• GitHub (👨‍💻 90 · 🔀 740 · 📦 7.9K · 📋 450 - 45% open · ⏱️ 08.06.2021):

   git clone https://github.com/jiaaro/pydub
  

• PyPi (📥 1.6M / month · 📦 1.4K · ⏱️ 10.03.2021):

   pip install pydub
  

• Conda (📥 16K · ⏱️ 13.03.2021):

   conda install -c conda-forge pydub
  

DeepSpeech (🥇30 · ⭐ 18K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

• GitHub (👨‍💻 160 · 🔀 3.1K · 📥 610K · 📦 520 · 📋 2K - 5% open · ⏱️ 13.05.2021):

   git clone https://github.com/mozilla/DeepSpeech
  

• PyPi (📥 9.7K / month · 📦 58 · ⏱️ 19.12.2020):

   pip install deepspeech
  

torchaudio (🥇30 · ⭐ 1.4K) - Data manipulation and transformation for audio signal.. BSD-2

• GitHub (👨‍💻 130 · 🔀 320 · 📦 4.1K · 📋 510 - 30% open · ⏱️ 14.07.2021):

   git clone https://github.com/pytorch/audio
  

• PyPi (📥 280K / month · 📦 18 · ⏱️ 15.06.2021):

   pip install torchaudio
  

librosa (🥈28 · ⭐ 4.6K) - Python library for audio and music analysis. ISC

• GitHub (👨‍💻 90 · 🔀 740 · 📋 890 - 5% open · ⏱️ 01.07.2021):

   git clone https://github.com/librosa/librosa
  

• PyPi (📥 640K / month · 📦 1.8K · ⏱️ 26.05.2021):

   pip install librosa
  

• Conda (📥 370K · ⏱️ 26.05.2021):

   conda install -c conda-forge librosa
  

espnet (🥈28 · ⭐ 3.9K) - End-to-End Speech Processing Toolkit. Apache-2

• GitHub (👨‍💻 160 · 🔀 1.2K · 📥 73 · 📦 12 · 📋 1.4K - 15% open · ⏱️ 15.07.2021):

   git clone https://github.com/espnet/espnet
  

• PyPi (📥 3.5K / month · ⏱️ 22.06.2021):

   pip install espnet
  

pyAudioAnalysis (🥈27 · ⭐ 4K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2

• GitHub (👨‍💻 25 · 🔀 990 · 📦 230 · 📋 280 - 60% open · ⏱️ 09.07.2021):

   git clone https://github.com/tyiannak/pyAudioAnalysis
  

• PyPi (📥 14K / month · 📦 22 · ⏱️ 13.05.2021):

   pip install pyAudioAnalysis
  

Magenta (🥈26 · ⭐ 17K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2

• GitHub (👨‍💻 150 · 🔀 3.5K · 📦 300 · 📋 880 - 35% open · ⏱️ 30.06.2021):

   git clone https://github.com/magenta/magenta
  

• PyPi (📥 4.7K / month · 📦 70 · ⏱️ 12.11.2020):

   pip install magenta
  

audioread (🥈26 · ⭐ 370 · 💤) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT

• GitHub (👨‍💻 20 · 🔀 83 · 📦 5.6K · 📋 75 - 41% open · ⏱️ 20.10.2020):

   git clone https://github.com/beetbox/audioread
  

• PyPi (📥 660K / month · 📦 590 · ⏱️ 20.10.2020):

   pip install audioread
  

• Conda (📥 320K · ⏱️ 16.03.2021):

   conda install -c conda-forge audioread
  

spleeter (🥈25 · ⭐ 17K) - Deezer source separation library including pretrained models. MIT

• GitHub (👨‍💻 17 · 🔀 1.8K · 📥 1.1M · 📋 560 - 16% open · ⏱️ 02.06.2021):

   git clone https://github.com/deezer/spleeter
  

• PyPi (📥 8.4K / month · ⏱️ 15.04.2021):

   pip install spleeter
  

• Conda (📥 56K · ⏱️ 30.06.2020):

   conda install -c conda-forge spleeter
  

python-soundfile (🥈25 · ⭐ 390 · 💤) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3

• GitHub (👨‍💻 19 · 🔀 46 · 📥 2.5K · 📦 7.9K · 📋 150 - 38% open · ⏱️ 01.12.2020):

   git clone https://github.com/bastibe/python-soundfile
  

• PyPi (📥 910K / month · 📦 740 · ⏱️ 27.11.2019):

   pip install soundfile
  

python_speech_features (🥉24 · ⭐ 1.9K · 💤) - This library provides common speech features for ASR.. MIT

• GitHub (👨‍💻 19 · 🔀 560 · 📋 72 - 31% open · ⏱️ 31.12.2020):

   git clone https://github.com/jameslyons/python_speech_features
  

• PyPi (📥 84K / month · 📦 300 · ⏱️ 16.08.2017):

   pip install python_speech_features
  

speechbrain (🥉22 · ⭐ 2.6K) - A PyTorch-based Speech Toolkit. Apache-2

• GitHub (👨‍💻 110 · 🔀 380 · 📦 28 · 📋 320 - 14% open · ⏱️ 14.07.2021):

   git clone https://github.com/speechbrain/speechbrain
  

• PyPi (📥 2.8K / month · ⏱️ 17.06.2021):

   pip install speechbrain
  

Porcupine (🥉22 · ⭐ 2.5K) - On-device wake word detection powered by deep learning. Apache-2

• GitHub (👨‍💻 27 · 🔀 360 · 📦 5 · 📋 320 - 3% open · ⏱️ 13.07.2021):

   git clone https://github.com/Picovoice/Porcupine
  

• PyPi (📥 740 / month · ⏱️ 14.04.2021):

   pip install pvporcupine
  

DDSP (🥉22 · ⭐ 1.9K) - DDSP: Differentiable Digital Signal Processing. Apache-2

• GitHub (👨‍💻 27 · 🔀 190 · 📦 13 · 📋 120 - 16% open · ⏱️ 08.07.2021):

   git clone https://github.com/magenta/ddsp
  

• PyPi (📥 1.6K / month · ⏱️ 07.07.2021):

   pip install ddsp
  

kapre (🥉22 · ⭐ 750) - kapre: Keras Audio Preprocessors. MIT

• GitHub (👨‍💻 13 · 🔀 130 · 📥 13 · 📦 920 · 📋 89 - 10% open · ⏱️ 25.03.2021):

   git clone https://github.com/keunwoochoi/kapre
  

• PyPi (📥 1.8K / month · 📦 22 · ⏱️ 29.09.2020):

   pip install kapre
  

audiomentations (🥉22 · ⭐ 620) - A Python library for audio data augmentation. Inspired by.. MIT

• GitHub (👨‍💻 16 · 🔀 78 · 📦 54 · 📋 80 - 27% open · ⏱️ 03.07.2021):

   git clone https://github.com/iver56/audiomentations
  

• PyPi (📥 2.3K / month · ⏱️ 25.06.2021):

   pip install audiomentations
  

tinytag (🥉22 · ⭐ 470) - Read music meta data and length of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA and.. MIT

• GitHub (👨‍💻 20 · 🔀 82 · 📦 380 · 📋 82 - 19% open · ⏱️ 13.06.2021):

   git clone https://github.com/devsnd/tinytag
  

• PyPi (📥 4.9K / month · 📦 96 · ⏱️ 05.11.2020):

   pip install tinytag
  

nnAudio (🥉21 · ⭐ 500) - Audio processing by using pytorch 1D convolution network. MIT

• GitHub (👨‍💻 11 · 🔀 51 · 📦 16 · 📋 40 - 22% open · ⏱️ 29.06.2021):

   git clone https://github.com/KinWaiCheuk/nnAudio
  

• PyPi (📥 4.3K / month · ⏱️ 11.06.2021):

   pip install nnAudio
  

TTS (🥉19 · ⭐ 4.9K) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0

• GitHub (👨‍💻 56 · 🔀 800 · 📥 820 · 📋 510 - 3% open · ⏱️ 12.02.2021):

   git clone https://github.com/mozilla/TTS
  

Coqui TTS (🥉19 · ⭐ 1.9K) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0

• GitHub (👨‍💻 74 · 🔀 140 · 📥 14K · 📋 100 - 15% open · ⏱️ 06.07.2021):

   git clone https://github.com/coqui-ai/TTS
  

• PyPi (📥 2.7K / month · ⏱️ 14.07.2017):

   pip install tts
  

Show 7 hidden projects...

• SpeechRecognition (🥇30 · ⭐ 5.7K · 💀) - Speech recognition module for Python, supporting.. BSD-3
• aubio (🥈26 · ⭐ 2.2K) - a library for audio and music analysis. ❗️GPL-3.0
• Essentia (🥉24 · ⭐ 1.9K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
• Madmom (🥉22 · ⭐ 770 · 💀) - Python audio and music signal processing library. BSD-3
• Dejavu (🥉21 · ⭐ 5.5K · 💀) - Audio fingerprinting and recognition in Python. MIT
• Muda (🥉19 · ⭐ 190) - A library for augmenting annotated audio data. ISC
• Julius (🥉17 · ⭐ 200) - Fast PyTorch based DSP for audio and 1D signals. MIT

Geospatial Data

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

pydeck (🥇34 · ⭐ 8.8K) - WebGL2 powered geospatial visualization layers. MIT

• GitHub (👨‍💻 170 · 🔀 1.6K · 📦 1.6K · 📋 2.2K - 4% open · ⏱️ 13.07.2021):

   git clone https://github.com/visgl/deck.gl
  

• PyPi (📥 350K / month · 📦 2 · ⏱️ 13.04.2021):

   pip install pydeck
  

• Conda (📥 41K · ⏱️ 13.04.2021):

   conda install -c conda-forge pydeck
  

• NPM (📥 210K / month · 📦 560 · ⏱️ 06.07.2021):

   npm install deck.gl
  

geopy (🥇33 · ⭐ 3.4K · 📈) - Geocoding library for Python. MIT

• GitHub (👨‍💻 120 · 🔀 550 · 📦 24K · 📋 250 - 9% open · ⏱️ 11.07.2021):

   git clone https://github.com/geopy/geopy
  

• PyPi (📥 5.1M / month · 📦 7.2K · ⏱️ 11.07.2021):

   pip install geopy
  

• Conda (📥 560K · ⏱️ 12.07.2021):

   conda install -c conda-forge geopy
  

Shapely (🥇33 · ⭐ 2.3K) - Manipulation and analysis of geometric objects. BSD-3

• GitHub (👨‍💻 120 · 🔀 410 · 📦 20K · 📋 760 - 18% open · ⏱️ 12.07.2021):

   git clone https://github.com/Toblerity/Shapely
  

• PyPi (📥 4.4M / month · 📦 5.5K · ⏱️ 04.03.2021):

   pip install shapely
  

• Conda (📥 2.5M · ⏱️ 02.06.2021):

   conda install -c conda-forge shapely
  

folium (🥈32 · ⭐ 5.3K) - Python Data. Leaflet.js Maps. MIT

• GitHub (👨‍💻 120 · 🔀 2K · 📦 11K · 📋 870 - 19% open · ⏱️ 19.06.2021):

   git clone https://github.com/python-visualization/folium
  

• PyPi (📥 530K / month · 📦 970 · ⏱️ 18.01.2021):

   pip install folium
  

• Conda (📥 380K · ⏱️ 12.03.2021):

   conda install -c conda-forge folium
  

GeoPandas (🥈32 · ⭐ 2.7K) - Python tools for geographic data. BSD-3

• GitHub (👨‍💻 140 · 🔀 600 · 📥 1.1K · 📦 9.2K · 📋 1.1K - 31% open · ⏱️ 15.07.2021):

   git clone https://github.com/geopandas/geopandas
  

• PyPi (📥 1.2M / month · 📦 1.2K · ⏱️ 28.02.2021):

   pip install geopandas
  

• Conda (📥 1.1M · ⏱️ 09.06.2021):

   conda install -c conda-forge geopandas
  

Rasterio (🥈32 · ⭐ 1.5K) - Rasterio reads and writes geospatial raster datasets. BSD-3

• GitHub (👨‍💻 110 · 🔀 420 · 📥 740 · 📦 3.4K · 📋 1.4K - 10% open · ⏱️ 14.07.2021):

   git clone https://github.com/mapbox/rasterio
  

• PyPi (📥 550K / month · 📦 850 · ⏱️ 23.06.2021):

   pip install rasterio
  

• Conda (📥 1.1M · ⏱️ 24.06.2021):

   conda install -c conda-forge rasterio
  

Fiona (🥈31 · ⭐ 820) - Fiona reads and writes geographic data files. BSD-3

• GitHub (👨‍💻 65 · 🔀 180 · 📦 6.2K · 📋 640 - 12% open · ⏱️ 24.06.2021):

   git clone https://github.com/Toblerity/Fiona
  

• PyPi (📥 1.5M / month · 📦 1.2K · ⏱️ 31.05.2021):

   pip install fiona
  

• Conda (📥 2.1M · ⏱️ 14.06.2021):

   conda install -c conda-forge fiona
  

pyproj (🥈31 · ⭐ 630) - Python interface to PROJ (cartographic projections and coordinate.. MIT

• GitHub (👨‍💻 42 · 🔀 160 · 📦 10K · 📋 420 - 2% open · ⏱️ 10.07.2021):

   git clone https://github.com/pyproj4/pyproj
  

• PyPi (📥 3.1M / month · 📦 2.5K · ⏱️ 24.05.2021):

   pip install pyproj
  

• Conda (📥 2.3M · ⏱️ 16.06.2021):

   conda install -c conda-forge pyproj
  

ipyleaflet (🥉29 · ⭐ 1.2K) - A Jupyter - Leaflet.js bridge. MIT

• GitHub (👨‍💻 68 · 🔀 300 · 📦 940 · 📋 430 - 38% open · ⏱️ 15.07.2021):

   git clone https://github.com/jupyter-widgets/ipyleaflet
  

• PyPi (📥 48K / month · 📦 98 · ⏱️ 17.06.2021):

   pip install ipyleaflet
  

• Conda (📥 720K · ⏱️ 17.06.2021):

   conda install -c conda-forge ipyleaflet
  

• NPM (📥 25K / month · 📦 2 · ⏱️ 17.06.2021):

   npm install jupyter-leaflet
  

geojson (🥉27 · ⭐ 630) - Python bindings and utilities for GeoJSON. BSD-3

• GitHub (👨‍💻 44 · 🔀 85 · 📦 7.1K · 📋 75 - 29% open · ⏱️ 21.03.2021):

   git clone https://github.com/jazzband/geojson
  

• PyPi (📥 700K / month · 📦 1.8K · ⏱️ 09.08.2019):

   pip install geojson
  

• Conda (📥 420K · ⏱️ 11.08.2019):

   conda install -c conda-forge geojson
  

ArcGIS API (🥉24 · ⭐ 1.1K) - Documentation and samples for ArcGIS API for Python. Apache-2

• GitHub (👨‍💻 70 · 🔀 780 · 📋 370 - 34% open · ⏱️ 06.07.2021):

   git clone https://github.com/Esri/arcgis-python-api
  

• PyPi (📥 36K / month · 📦 20 · ⏱️ 08.07.2021):

   pip install arcgis
  

• Docker Hub (📥 4.4K · ⭐ 33 · ⏱️ 06.03.2020):

   docker pull esridocker/arcgis-api-python-notebook
  

PySAL (🥉24 · ⭐ 860) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3

• GitHub (👨‍💻 71 · 🔀 240 · 📋 640 - 9% open · ⏱️ 01.02.2021):

   git clone https://github.com/pysal/pysal
  

• PyPi (📥 14K / month · 📦 36 · ⏱️ 02.02.2021):

   pip install pysal
  

• Conda (📥 420K · ⏱️ 08.02.2021):

   conda install -c conda-forge pysal
  

Mapbox GL (🥉22 · ⭐ 570) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT

• GitHub (👨‍💻 21 · 🔀 120 · 📦 110 · 📋 100 - 34% open · ⏱️ 19.04.2021):

   git clone https://github.com/mapbox/mapboxgl-jupyter
  

• PyPi (📥 5.2K / month · 📦 18 · ⏱️ 02.06.2019):

   pip install mapboxgl
  

GeoViews (🥉22 · ⭐ 350) - Simple, concise geographical visualization in Python. BSD-3

• GitHub (👨‍💻 23 · 🔀 64 · 📋 260 - 31% open · ⏱️ 13.04.2021):

   git clone https://github.com/holoviz/geoviews
  

• PyPi (📥 6.5K / month · 📦 20 · ⏱️ 13.03.2021):

   pip install geoviews
  

• Conda (📥 73K · ⏱️ 14.03.2021):

   conda install -c conda-forge geoviews
  

Show 7 hidden projects...

• Geocoder (🥈30 · ⭐ 1.4K · 💀) - Python Geocoder. MIT
• Sentinelsat (🥉23 · ⭐ 640) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• gmaps (🥉22 · ⭐ 720 · 💀) - Google maps for Jupyter notebooks. BSD-3
• geoplotlib (🥉21 · ⭐ 920 · 💀) - python toolbox for visualizing geographical data and making maps. MIT
• Satpy (🥉21 · ⭐ 730) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• EarthPy (🥉20 · ⭐ 270) - A package built to support working with spatial data using open source.. BSD-3
• pymap3d (🥉19 · ⭐ 200) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2

Financial Data

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

zipline (🥇29 · ⭐ 14K · 💤) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2

• GitHub (👨‍💻 150 · 🔀 4.1K · 📦 740 · 📋 990 - 34% open · ⏱️ 14.10.2020):

   git clone https://github.com/quantopian/zipline
  

• PyPi (📥 5.6K / month · 📦 160 · ⏱️ 05.10.2020):

   pip install zipline
  

yfinance (🥇29 · ⭐ 5.3K) - Yahoo! Finance market data downloader (+faster Pandas Datareader). Apache-2

• GitHub (👨‍💻 41 · 🔀 1.3K · 📦 5.6K · 📋 590 - 54% open · ⏱️ 10.07.2021):

   git clone https://github.com/ranaroussi/yfinance
  

• PyPi (📥 300K / month · 📦 26 · ⏱️ 10.07.2021):

   pip install yfinance
  

• Conda (📥 1.2K · ⏱️ 10.07.2021):

   conda install -c ranaroussi yfinance
  

pyfolio (🥇28 · ⭐ 3.9K · 💤) - Portfolio and risk analytics in Python. Apache-2

• GitHub (👨‍💻 55 · 🔀 1.2K · 📦 280 · 📋 400 - 33% open · ⏱️ 15.07.2020):

   git clone https://github.com/quantopian/pyfolio
  

• PyPi (📥 8.1K / month · 📦 54 · ⏱️ 15.04.2019):

   pip install pyfolio
  

• Conda (📥 6.8K · ⏱️ 16.05.2020):

   conda install -c conda-forge pyfolio
  

ta (🥈27 · ⭐ 2.3K · 💤) - Technical Analysis Library using Pandas and Numpy. MIT

• GitHub (👨‍💻 23 · 🔀 580 · 📦 650 · 📋 190 - 53% open · ⏱️ 29.11.2020):

   git clone https://github.com/bukosabino/ta
  

• PyPi (📥 79K / month · 📦 12 · ⏱️ 29.11.2020):

   pip install ta
  

Alpha Vantage (🥈26 · ⭐ 3.4K) - A python wrapper for Alpha Vantage API for financial data. MIT

• GitHub (👨‍💻 39 · 🔀 600 · 📋 240 - 6% open · ⏱️ 14.06.2021):

   git clone https://github.com/RomelTorres/alpha_vantage
  

• PyPi (📥 30K / month · 📦 200 · ⏱️ 26.08.2018):

   pip install alpha_vantage
  

bt (🥈26 · ⭐ 1.1K) - bt - flexible backtesting for Python. MIT

• GitHub (👨‍💻 24 · 🔀 290 · 📦 62 · 📋 250 - 14% open · ⏱️ 15.05.2021):

   git clone https://github.com/pmorissette/bt
  

• PyPi (📥 8.5K / month · 📦 40 · ⏱️ 21.04.2021):

   pip install bt
  

IB-insync (🥈25 · ⭐ 1.5K) - Python sync/async framework for Interactive Brokers API. BSD-2

• GitHub (👨‍💻 28 · 🔀 430 · 📋 330 - 2% open · ⏱️ 08.07.2021):

   git clone https://github.com/erdewit/ib_insync
  

• PyPi (📥 13K / month · 📦 12 · ⏱️ 26.04.2021):

   pip install ib_insync
  

• Conda (📥 11K · ⏱️ 25.02.2021):

   conda install -c conda-forge ib-insync
  

ffn (🥈25 · ⭐ 900) - ffn - a financial function library for Python. MIT

• GitHub (👨‍💻 26 · 🔀 200 · 📦 130 · 📋 94 - 19% open · ⏱️ 24.04.2021):

   git clone https://github.com/pmorissette/ffn
  

• PyPi (📥 29K / month · 📦 42 · ⏱️ 21.04.2021):

   pip install ffn
  

empyrical (🥈25 · ⭐ 810 · 💤) - Common financial risk and performance metrics. Used by zipline.. Apache-2

• GitHub (👨‍💻 22 · 🔀 270 · 📦 660 · 📋 53 - 50% open · ⏱️ 14.10.2020):

   git clone https://github.com/quantopian/empyrical
  

• PyPi (📥 54K / month · 📦 220 · ⏱️ 13.10.2020):

   pip install empyrical
  

• Conda (📥 12K · ⏱️ 14.10.2020):

   conda install -c conda-forge empyrical
  

TensorTrade (🥉23 · ⭐ 3.3K · 📉) - An open source reinforcement learning framework for.. Apache-2

• GitHub (👨‍💻 53 · 🔀 770 · 📦 20 · 📋 170 - 10% open · ⏱️ 19.06.2021):

   git clone https://github.com/tensortrade-org/tensortrade
  

• PyPi (📥 1.1K / month · 📦 1 · ⏱️ 10.05.2021):

   pip install tensortrade
  

Enigma Catalyst (🥉23 · ⭐ 2.2K · 💤) - An Algorithmic Trading Library for Crypto-Assets in.. Apache-2

• GitHub (👨‍💻 140 · 🔀 630 · 📦 23 · 📋 490 - 27% open · ⏱️ 28.12.2020):

   git clone https://github.com/enigmampc/catalyst
  

• PyPi (📥 2.4K / month · 📦 2 · ⏱️ 11.11.2018):

   pip install enigma-catalyst
  

stockstats (🥉23 · ⭐ 810 · 💤) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3

• GitHub (👨‍💻 7 · 🔀 220 · 📦 280 · 📋 65 - 50% open · ⏱️ 17.10.2020):

   git clone https://github.com/jealous/stockstats
  

• PyPi (📥 33K / month · 📦 48 · ⏱️ 17.10.2020):

   pip install stockstats
  

Qlib (🥉21 · ⭐ 5.3K) - Qlib is an AI-oriented quantitative investment platform, which aims to.. MIT

• GitHub (👨‍💻 51 · 🔀 880 · 📥 260 · 📦 4 · 📋 270 - 30% open · ⏱️ 15.07.2021):

   git clone https://github.com/microsoft/qlib
  

• PyPi (📥 4.5K / month · ⏱️ 11.07.2021):

   pip install pyqlib
  

finmarketpy (🥉21 · ⭐ 2.6K) - Python library for backtesting trading strategies & analyzing.. Apache-2

• GitHub (👨‍💻 14 · 🔀 440 · 📥 39 · 📦 3 · 📋 26 - 88% open · ⏱️ 29.06.2021):

   git clone https://github.com/cuemacro/finmarketpy
  

• PyPi (📥 160 / month · ⏱️ 01.06.2021):

   pip install finmarketpy
  

tf-quant-finance (🥉20 · ⭐ 2.7K) - High-performance TensorFlow library for quantitative.. Apache-2

• GitHub (👨‍💻 33 · 🔀 360 · 📦 7 · 📋 34 - 52% open · ⏱️ 14.07.2021):

   git clone https://github.com/google/tf-quant-finance
  

• PyPi (📥 280 / month · ⏱️ 13.07.2021):

   pip install tf-quant-finance
  

Crypto Signals (🥉19 · ⭐ 3.2K) - Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis.. MIT

• GitHub (👨‍💻 28 · 🔀 840 · 📋 240 - 17% open · ⏱️ 28.06.2021):

   git clone https://github.com/CryptoSignal/crypto-signal
  

• Docker Hub (📥 140K · ⭐ 7 · ⏱️ 03.09.2020):

   docker pull shadowreaver/crypto-signal
  

Show 7 hidden projects...

• backtrader (🥈26 · ⭐ 6.9K) - Python Backtesting library for trading strategies. ❗️GPL-3.0
• Alphalens (🥉24 · ⭐ 2K · 💀) - Performance analysis of predictive (alpha) stock factors. Apache-2
• PyAlgoTrade (🥉23 · ⭐ 3.4K · 💀) - Python Algorithmic Trading Library. Apache-2
• FinTA (🥉23 · ⭐ 1.2K) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
• arch (🥉23 · ⭐ 750) - ARCH models in Python. ❗️NCSA
• Backtesting.py (🥉18 · ⭐ 1.5K) - Backtest trading strategies in Python. ❗️AGPL-3.0
• surpriver (🥉12 · ⭐ 1.3K · 💤) - Find big moving stocks before they move using machine.. ❗️GPL-3.0

Time Series Data

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

Prophet (🥇29 · ⭐ 13K) - Tool for producing high quality forecasts for time series data that has.. MIT

• GitHub (👨‍💻 130 · 🔀 3.7K · 📥 620 · 📋 1.6K - 6% open · ⏱️ 11.05.2021):

   git clone https://github.com/facebook/prophet
  

• PyPi (📥 920K / month · 📦 150 · ⏱️ 05.09.2020):

   pip install fbprophet
  

pmdarima (🥇28 · ⭐ 930) - A statistical library designed to fill the void in Python's time series.. MIT

• GitHub (👨‍💻 18 · 🔀 170 · 📦 1.2K · 📋 240 - 8% open · ⏱️ 07.05.2021):

   git clone https://github.com/alkaline-ml/pmdarima
  

• PyPi (📥 530K / month · 📦 12 · ⏱️ 19.04.2021):

   pip install pmdarima
  

tsfresh (🥇27 · ⭐ 5.8K) - Automatic extraction of relevant features from time series:. MIT

• GitHub (👨‍💻 79 · 🔀 890 · 📋 470 - 8% open · ⏱️ 09.07.2021):

   git clone https://github.com/blue-yonder/tsfresh
  

• PyPi (📥 200K / month · 📦 66 · ⏱️ 09.09.2020):

   pip install tsfresh
  

• Conda (📥 37K · ⏱️ 07.03.2021):

   conda install -c conda-forge tsfresh
  

sktime (🥈26 · ⭐ 4.2K) - A unified framework for machine learning with time series. BSD-3

• GitHub (👨‍💻 98 · 🔀 580 · 📥 63 · 📦 200 · 📋 590 - 37% open · ⏱️ 15.07.2021):

   git clone https://github.com/alan-turing-institute/sktime
  

• PyPi (📥 110K / month · ⏱️ 12.07.2021):

   pip install sktime
  

tslearn (🥈25 · ⭐ 1.7K) - A machine learning toolkit dedicated to time-series data. BSD-2

• GitHub (👨‍💻 32 · 🔀 240 · 📦 260 · 📋 240 - 28% open · ⏱️ 18.06.2021):

   git clone https://github.com/tslearn-team/tslearn
  

• PyPi (📥 110K / month · 📦 22 · ⏱️ 17.05.2021):

   pip install tslearn
  

• Conda (📥 220K · ⏱️ 18.05.2021):

   conda install -c conda-forge tslearn
  

Streamz (🥈24 · ⭐ 960) - Real-time stream processing for python. BSD-3

• GitHub (👨‍💻 41 · 🔀 120 · 📦 220 · 📋 230 - 41% open · ⏱️ 23.06.2021):

   git clone https://github.com/python-streamz/streamz
  

• PyPi (📥 10K / month · 📦 16 · ⏱️ 14.01.2021):

   pip install streamz
  

• Conda (📥 180K · ⏱️ 15.01.2021):

   conda install -c conda-forge streamz
  

GluonTS (🥈23 · ⭐ 2K) - Probabilistic time series modeling in Python. Apache-2

• GitHub (👨‍💻 74 · 🔀 420 · 📋 630 - 35% open · ⏱️ 06.07.2021):

   git clone https://github.com/awslabs/gluon-ts
  

• PyPi (📥 52K / month · ⏱️ 05.07.2021):

   pip install gluonts
  

STUMPY (🥈22 · ⭐ 1.8K) - STUMPY is a powerful and scalable Python library for computing a Matrix.. BSD-3

• GitHub (👨‍💻 23 · 🔀 180 · 📋 250 - 10% open · ⏱️ 14.07.2021):

   git clone https://github.com/TDAmeritrade/stumpy
  

• PyPi (📥 66K / month · ⏱️ 04.02.2021):

   pip install stumpy
  

• Conda (📥 25K · ⏱️ 05.02.2021):

   conda install -c conda-forge stumpy
  

Darts (🥈22 · ⭐ 1.2K) - A python library for easy manipulation and forecasting of time series. Apache-2

• GitHub (👨‍💻 32 · 🔀 140 · 📦 6 · 📋 110 - 20% open · ⏱️ 09.07.2021):

   git clone https://github.com/unit8co/darts
  

• PyPi (📥 4.3K / month · ⏱️ 09.07.2021):

   pip install u8darts
  

• Docker Hub (📥 130 · ⏱️ 22.05.2021):

   docker pull unit8/darts
  

pytorch-forecasting (🥉21 · ⭐ 1.2K) - Time series forecasting with PyTorch. MIT

• GitHub (👨‍💻 18 · 🔀 140 · 📋 270 - 28% open · ⏱️ 08.07.2021):

   git clone https://github.com/jdb78/pytorch-forecasting
  

• PyPi (📥 10K / month · ⏱️ 04.06.2021):

   pip install pytorch-forecasting
  

pyts (🥉20 · ⭐ 990) - A Python package for time series classification. BSD-3

• GitHub (👨‍💻 9 · 🔀 100 · 📦 130 · 📋 47 - 59% open · ⏱️ 26.05.2021):

   git clone https://github.com/johannfaouzi/pyts
  

• PyPi (📥 16K / month · 📦 4 · ⏱️ 21.03.2020):

   pip install pyts
  

• Conda (📥 8K · ⏱️ 21.03.2020):

   conda install -c conda-forge pyts
  

seglearn (🥉19 · ⭐ 460) - Python module for machine learning time series:. BSD-3

• GitHub (👨‍💻 13 · 🔀 47 · 📦 8 · 📋 28 - 17% open · ⏱️ 12.03.2021):

   git clone https://github.com/dmbee/seglearn
  

• PyPi (📥 1.4K / month · 📦 1 · ⏱️ 13.03.2021):

   pip install seglearn
  

greykite (🥉17 · ⭐ 1.2K · 🐣) - A flexible, intuitive and fast forecasting library. BSD-2

• GitHub (👨‍💻 5 · 🔀 43 · 📦 2 · 📋 28 - 32% open · ⏱️ 01.07.2021):

   git clone https://github.com/linkedin/greykite