Best-of Machine Learning with Python

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

This curated list contains 900 awesome open-source projects with a total of 3.4M stars grouped into 34 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 57 projects
• Data Visualization 54 projects
• Text Data & NLP 99 projects
• Image Data 64 projects
• Graph Data 36 projects
• Audio Data 29 projects
• Geospatial Data 22 projects
• Financial Data 25 projects
• Time Series Data 28 projects
• Medical Data 19 projects
• Tabular Data 5 projects
• Optical Character Recognition 12 projects
• Data Containers & Structures 1 projects
• Data Loading & Extraction 1 projects
• Web Scraping & Crawling 1 projects
• Data Pipelines & Streaming 1 projects
• Distributed Machine Learning 36 projects
• Hyperparameter Optimization & AutoML 52 projects
• Reinforcement Learning 23 projects
• Recommender Systems 17 projects
• Privacy Machine Learning 7 projects
• Workflow & Experiment Tracking 39 projects
• Model Serialization & Deployment 20 projects
• Model Interpretability 54 projects
• Vector Similarity Search (ANN) 12 projects
• Probabilistics & Statistics 23 projects
• Adversarial Robustness 9 projects
• GPU & Accelerator Utilities 20 projects
• Tensorflow Utilities 16 projects
• Jax Utilities 3 projects
• Sklearn Utilities 19 projects
• Pytorch Utilities 32 projects
• Database Clients 1 projects
• Others 65 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
•   Jax related project

Machine Learning Frameworks

General-purpose machine learning and deep learning frameworks.

scikit-learn (🥇51 · ⭐ 51K) - scikit-learn: machine learning in Python. BSD-3

• GitHub (👨‍💻 2.7K · 🔀 23K · 📥 810 · 📦 380K · 📋 10K - 21% open · ⏱️ 04.08.2022):

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

• PyPi (📥 31M / month · 📦 26K · ⏱️ 19.05.2022):

   pip install scikit-learn
  

• Conda (📥 14M · ⏱️ 19.05.2022):

   conda install -c conda-forge scikit-learn
  

PyTorch (🥇50 · ⭐ 58K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3

• GitHub (👨‍💻 3.4K · 🔀 16K · 📥 4.9K · 📋 28K - 34% open · ⏱️ 04.08.2022):

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

• PyPi (📥 7.8M / month · 📦 7.6K · ⏱️ 28.06.2022):

   pip install torch
  

• Conda (📥 18M · ⏱️ 28.06.2022):

   conda install -c pytorch pytorch
  

Keras (🥇44 · ⭐ 56K) - Deep Learning for humans. Apache-2

• GitHub (👨‍💻 1.1K · 🔀 19K · 📋 11K - 3% open · ⏱️ 04.08.2022):

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

• PyPi (📥 8.3M / month · 📦 330 · ⏱️ 13.05.2022):

   pip install keras
  

• Conda (📥 2.4M · ⏱️ 19.05.2022):

   conda install -c conda-forge keras
  

XGBoost (🥇44 · ⭐ 23K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2

• GitHub (👨‍💻 570 · 🔀 8.4K · 📥 4.8K · 📦 34K · 📋 4.5K - 6% open · ⏱️ 03.08.2022):

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

• PyPi (📥 8.2M / month · 📦 1.4K · ⏱️ 09.05.2022):

   pip install xgboost
  

• Conda (📥 2.9M · ⏱️ 17.02.2022):

   conda install -c conda-forge xgboost
  

jax (🥇44 · ⭐ 20K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2

• GitHub (👨‍💻 430 · 🔀 1.8K · 📦 5.1K · 📋 3.6K - 31% open · ⏱️ 04.08.2022):

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

• PyPi (📥 580K / month · 📦 320 · ⏱️ 28.06.2022):

   pip install jax
  

• Conda (📥 380K · ⏱️ 28.07.2022):

   conda install -c conda-forge jaxlib
  

PySpark (🥇42 · ⭐ 34K) - Apache Spark Python API. Apache-2

• GitHub (👨‍💻 2.7K · 🔀 26K · ⏱️ 04.08.2022):

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

• PyPi (📥 24M / month · 📦 850 · ⏱️ 15.06.2022):

   pip install pyspark
  

• Conda (📥 1.8M · ⏱️ 27.07.2022):

   conda install -c conda-forge pyspark
  

StatsModels (🥇42 · ⭐ 7.6K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3

• GitHub (👨‍💻 380 · 🔀 2.4K · 📥 26 · 📦 67K · 📋 4.8K - 47% open · ⏱️ 02.08.2022):

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

• PyPi (📥 8.4M / month · 📦 4.5K · ⏱️ 08.02.2022):

   pip install statsmodels
  

• Conda (📥 6.8M · ⏱️ 09.06.2022):

   conda install -c conda-forge statsmodels
  

Fastai (🥈41 · ⭐ 23K) - The fastai deep learning library. Apache-2

• GitHub (👨‍💻 610 · 🔀 7.3K · 📦 11K · 📋 1.7K - 7% open · ⏱️ 03.08.2022):

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

• PyPi (📥 290K / month · 📦 300 · ⏱️ 04.07.2022):

   pip install fastai
  

PaddlePaddle (🥈41 · ⭐ 19K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2

• GitHub (👨‍💻 790 · 🔀 4.6K · 📥 15K · 📦 130 · 📋 16K - 18% open · ⏱️ 04.08.2022):

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

• PyPi (📥 71K / month · 📦 50 · ⏱️ 05.07.2022):

   pip install paddlepaddle
  

LightGBM (🥈41 · ⭐ 14K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT

• GitHub (👨‍💻 260 · 🔀 3.5K · 📥 160K · 📦 15K · 📋 2.8K - 7% open · ⏱️ 03.08.2022):

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

• PyPi (📥 6M / month · 📦 630 · ⏱️ 07.01.2022):

   pip install lightgbm
  

• Conda (📥 1.1M · ⏱️ 08.01.2022):

   conda install -c conda-forge lightgbm
  

pytorch-lightning (🥈40 · ⭐ 20K · 📈) - The most intuitive, flexible, way for researchers, ML.. Apache-2

• GitHub (👨‍💻 730 · 🔀 2.5K · 📥 7.6K · 📦 1 · 📋 5.3K - 10% open · ⏱️ 04.08.2022):

   git clone https://github.com/Lightning-AI/lightning
  

• PyPi (📥 1.7M / month · 📦 400 · ⏱️ 01.06.2022):

   pip install pytorch-lightning
  

• Conda (📥 500K · ⏱️ 03.08.2022):

   conda install -c conda-forge pytorch-lightning
  

MXNet (🥈39 · ⭐ 20K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2

• GitHub (👨‍💻 980 · 🔀 6.9K · 📥 25K · 📋 9.7K - 20% open · ⏱️ 04.08.2022):

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

• PyPi (📥 370K / month · 📦 280 · ⏱️ 17.05.2022):

   pip install mxnet
  

• Conda (📥 7.9K · 📦 5 · ⏱️ 02.05.2022):

   conda install -c anaconda mxnet
  

Jina (🥈39 · ⭐ 15K) - Build cross-modal and multimodal applications on the cloud. Apache-2

• GitHub (👨‍💻 150 · 🔀 1.9K · 📦 330 · 📋 1.6K - 3% open · ⏱️ 03.08.2022):

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

• PyPi (📥 72K / month · 📦 2 · ⏱️ 06.07.2022):

   pip install jina
  

• Conda (📥 16K · ⏱️ 03.08.2022):

   conda install -c conda-forge jina-core
  

• Docker Hub (📥 1.1M · ⭐ 7 · ⏱️ 03.08.2022):

   docker pull jinaai/jina
  

Catboost (🥈39 · ⭐ 6.7K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2

• GitHub (👨‍💻 1K · 🔀 1K · 📥 84K · 📋 1.9K - 22% open · ⏱️ 04.08.2022):

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

• PyPi (📥 2.5M / month · 📦 230 · ⏱️ 19.05.2022):

   pip install catboost
  

• Conda (📥 1.1M · ⏱️ 19.05.2022):

   conda install -c conda-forge catboost
  

Theano (🥈37 · ⭐ 9.6K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3

• GitHub (👨‍💻 380 · 🔀 2.5K · 📦 13K · 📋 2.8K - 24% open · ⏱️ 23.11.2021):

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

• PyPi (📥 280K / month · 📦 2.8K · ⏱️ 27.07.2020):

   pip install theano
  

• Conda (📥 2.1M · ⏱️ 16.03.2022):

   conda install -c conda-forge theano
  

Thinc (🥈37 · ⭐ 2.6K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT

• GitHub (👨‍💻 53 · 🔀 260 · 📦 23K · 📋 130 - 19% open · ⏱️ 04.08.2022):

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

• PyPi (📥 4M / month · 📦 620 · ⏱️ 22.06.2022):

   pip install thinc
  

• Conda (📥 2.2M · ⏱️ 08.07.2022):

   conda install -c conda-forge thinc
  

PyFlink (🥈36 · ⭐ 19K) - Apache Flink Python API. Apache-2

• GitHub (👨‍💻 1.6K · 🔀 11K · ⏱️ 04.08.2022):

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

• PyPi (📥 55K / month · 📦 16 · ⏱️ 05.07.2022):

   pip install apache-flink
  

Flax (🥈36 · ⭐ 3.4K) - Flax is a neural network library for JAX that is designed for.. Apache-2

• GitHub (👨‍💻 160 · 🔀 380 · 📥 42 · 📦 1.2K · 📋 580 - 22% open · ⏱️ 03.08.2022):

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

• PyPi (📥 310K / month · 📦 75 · ⏱️ 21.06.2022):

   pip install flax
  

• Conda (📥 8.2K · ⏱️ 22.06.2022):

   conda install -c conda-forge flax
  

Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2

• GitHub (👨‍💻 880 · 🔀 87K):

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

• PyPi (📥 14M / month · 📦 14K · ⏱️ 23.05.2022):

   pip install tensorflow
  

• Conda (📥 3.5M · ⏱️ 20.07.2022):

   conda install -c conda-forge tensorflow
  

• Docker Hub (📥 67M · ⭐ 2K · ⏱️ 04.08.2022):

   docker pull tensorflow/tensorflow
  

Vowpal Wabbit (🥈35 · ⭐ 8K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3

• GitHub (👨‍💻 320 · 🔀 1.8K · 📋 1.2K - 11% open · ⏱️ 02.08.2022):

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

• PyPi (📥 83K / month · 📦 31 · ⏱️ 06.04.2022):

   pip install vowpalwabbit
  

• Conda (📥 68K · ⏱️ 15.07.2022):

   conda install -c conda-forge vowpalwabbit
  

Chainer (🥈34 · ⭐ 5.7K) - A flexible framework of neural networks for deep learning. MIT

• GitHub (👨‍💻 320 · 🔀 1.4K · 📦 2.7K · 📋 2K - 0% open · ⏱️ 29.06.2022):

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

• PyPi (📥 21K / month · 📦 400 · ⏱️ 05.01.2022):

   pip install chainer
  

• Conda (📥 9K · ⏱️ 21.01.2022):

   conda install -c conda-forge chainer
  

Ludwig (🥈33 · ⭐ 8.5K) - Data-centric declarative deep learning framework. Apache-2

• GitHub (👨‍💻 120 · 🔀 1K · 📦 130 · 📋 840 - 26% open · ⏱️ 04.08.2022):

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

• PyPi (📥 1.8K / month · 📦 9 · ⏱️ 25.06.2022):

   pip install ludwig
  

Turi Create (🥉32 · ⭐ 11K · 💤) - Turi Create simplifies the development of custom machine.. BSD-3

• GitHub (👨‍💻 85 · 🔀 1.1K · 📥 6.4K · 📦 320 · 📋 1.8K - 27% open · ⏱️ 29.11.2021):

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

• PyPi (📥 20K / month · 📦 19 · ⏱️ 30.09.2020):

   pip install turicreate
  

tensorpack (🥉32 · ⭐ 6.2K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2

• GitHub (👨‍💻 58 · 🔀 1.8K · 📥 140 · 📦 1.1K · 📋 1.3K - 1% open · ⏱️ 04.05.2022):

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

• PyPi (📥 16K / month · 📦 46 · ⏱️ 22.01.2021):

   pip install tensorpack
  

• Conda (📥 2.6K · ⏱️ 06.02.2022):

   conda install -c conda-forge tensorpack
  

einops (🥉32 · ⭐ 5.4K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT

• GitHub (👨‍💻 19 · 🔀 230 · 📦 3.6K · 📋 120 - 28% open · ⏱️ 15.07.2022):

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

• PyPi (📥 930K / month · 📦 200 · ⏱️ 04.03.2022):

   pip install einops
  

• Conda (📥 23K · ⏱️ 04.03.2022):

   conda install -c conda-forge einops
  

mlpack (🥉32 · ⭐ 4K) - mlpack: a scalable C++ machine learning library --. BSD-3

• GitHub (👨‍💻 290 · 🔀 1.4K · 📋 1.5K - 6% open · ⏱️ 31.07.2022):

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

• PyPi (📥 100 / month · 📦 1 · ⏱️ 28.10.2020):

   pip install mlpack
  

• Conda (📥 110K · ⏱️ 09.11.2021):

   conda install -c conda-forge mlpack
  

Ignite (🥉32 · ⭐ 4K) - High-level library to help with training and evaluating neural.. BSD-3

• GitHub (👨‍💻 180 · 🔀 540 · 📋 1.1K - 12% open · ⏱️ 23.07.2022):

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

• PyPi (📥 140K / month · 📦 83 · ⏱️ 07.07.2022):

   pip install pytorch-ignite
  

• Conda (📥 97K · ⏱️ 04.05.2022):

   conda install -c pytorch ignite
  

tensorflow-upstream (🥉32 · ⭐ 600) - TensorFlow ROCm port. Apache-2

• GitHub (👨‍💻 4.1K · 🔀 72 · 📥 20 · 📋 330 - 18% open · ⏱️ 01.08.2022):

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

• PyPi (📥 3.8K / month · 📦 5 · ⏱️ 05.06.2022):

   pip install tensorflow-rocm
  

Sonnet (🥉31 · ⭐ 9.3K) - TensorFlow-based neural network library. Apache-2

• GitHub (👨‍💻 53 · 🔀 1.3K · 📦 890 · 📋 180 - 14% open · ⏱️ 07.03.2022):

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

• PyPi (📥 25K / month · 📦 52 · ⏱️ 27.03.2020):

   pip install dm-sonnet
  

• Conda (📥 16K · ⏱️ 14.11.2020):

   conda install -c conda-forge sonnet
  

ivy (🥉31 · ⭐ 4.6K) - The Unified Machine Learning Framework. Apache-2

• GitHub (👨‍💻 280 · 🔀 1.3K · 📋 1.2K - 31% open · ⏱️ 04.08.2022):

   git clone https://github.com/unifyai/ivy
  

• PyPi (📥 480 / month · 📦 6 · ⏱️ 01.06.2022):

   pip install ivy-core
  

dyNET (🥉31 · ⭐ 3.3K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2

• GitHub (👨‍💻 160 · 🔀 700 · 📥 6.6K · 📦 220 · 📋 920 - 28% open · ⏱️ 11.03.2022):

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

• PyPi (📥 21K / month · 📦 28 · ⏱️ 21.10.2020):

   pip install dyNET
  

Haiku (🥉31 · ⭐ 2.1K) - JAX-based neural network library. Apache-2

• GitHub (👨‍💻 62 · 🔀 160 · 📦 520 · 📋 200 - 33% open · ⏱️ 02.08.2022):

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

• PyPi (📥 110K / month · 📦 42 · ⏱️ 04.07.2022):

   pip install dm-haiku
  

• Conda (📥 4.4K · ⏱️ 04.07.2022):

   conda install -c conda-forge dm-haiku
  

ktrain (🥉30 · ⭐ 1K) - ktrain is a Python library that makes deep learning and AI more.. Apache-2

• GitHub (👨‍💻 15 · 🔀 240 · 📦 310 · ⏱️ 02.08.2022):

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

• PyPi (📥 26K / month · 📦 3 · ⏱️ 20.05.2022):

   pip install ktrain
  

skorch (🥉29 · ⭐ 4.6K) - A scikit-learn compatible neural network library that wraps.. BSD-3

• GitHub (👨‍💻 50 · 🔀 310 · 📦 540 · 📋 450 - 11% open · ⏱️ 03.08.2022):

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

• PyPi (📥 24K / month · 📦 33 · ⏱️ 31.10.2021):

   pip install skorch
  

• Conda (📥 590K · ⏱️ 30.11.2021):

   conda install -c conda-forge skorch
  

Neural Network Libraries (🥉29 · ⭐ 2.6K) - Neural Network Libraries. Apache-2

• GitHub (👨‍💻 67 · 🔀 320 · 📥 540 · 📋 81 - 40% open · ⏱️ 02.08.2022):

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

• PyPi (📥 4.1K / month · 📦 51 · ⏱️ 19.06.2022):

   pip install nnabla
  

Neural Tangents (🥉28 · ⭐ 1.8K) - Fast and Easy Infinite Neural Networks in Python. Apache-2

• GitHub (👨‍💻 23 · 🔀 210 · 📥 240 · 📦 45 · 📋 120 - 35% open · ⏱️ 18.07.2022):

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

• PyPi (📥 1.5K / month · 📦 1 · ⏱️ 23.02.2022):

   pip install neural-tangents
  

xLearn (🥉25 · ⭐ 3K) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2

• GitHub (👨‍💻 30 · 🔀 530 · 📥 3.4K · 📦 92 · 📋 310 - 62% open · ⏱️ 05.06.2022):

   git clone https://github.com/aksnzhy/xlearn
  

• PyPi (📥 2.7K / month · 📦 12 · ⏱️ 04.12.2018):

   pip install xlearn
  

fklearn (🥉24 · ⭐ 1.4K) - fklearn: Functional Machine Learning. Apache-2

• GitHub (👨‍💻 45 · 🔀 160 · 📦 13 · 📋 48 - 54% open · ⏱️ 26.07.2022):

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

• PyPi (📥 6.8K / month · ⏱️ 30.12.2021):

   pip install fklearn
  

Towhee (🥉24 · ⭐ 850) - Towhee is a framework that is dedicated to making neural data.. Apache-2

• GitHub (👨‍💻 27 · 🔀 100 · 📥 160 · 📋 450 - 7% open · ⏱️ 04.08.2022):

   git clone https://github.com/towhee-io/towhee
  

• PyPi (📥 1.2K / month · ⏱️ 07.07.2022):

   pip install towhee
  

mace (🥉23 · ⭐ 4.7K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2

• GitHub (👨‍💻 64 · 🔀 800 · 📥 1.4K · 📋 670 - 7% open · ⏱️ 30.05.2022):

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

NeoML (🥉22 · ⭐ 690) - Machine learning framework for both deep learning and traditional.. Apache-2

• GitHub (👨‍💻 31 · 🔀 110 · 📋 76 - 38% open · ⏱️ 04.08.2022):

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

• PyPi (📥 160 / month · ⏱️ 31.05.2022):

   pip install neoml
  

ThunderSVM (🥉20 · ⭐ 1.4K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2

• GitHub (👨‍💻 34 · 🔀 190 · 📥 2.5K · 📋 210 - 29% open · ⏱️ 09.04.2022):

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

• PyPi (📥 540 / month · ⏱️ 13.03.2020):

   pip install thundersvm
  

Objax (🥉20 · ⭐ 700) - Objax is a machine learning framework that provides an Object.. Apache-2

• GitHub (👨‍💻 23 · 🔀 59 · 📦 24 · 📋 100 - 42% open · ⏱️ 12.07.2022):

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

• PyPi (📥 620 / month · 📦 2 · ⏱️ 31.01.2022):

   pip install objax
  

elegy (🥉17 · ⭐ 400) - A High Level API for Deep Learning in JAX. MIT

• GitHub (👨‍💻 17 · 🔀 26 · 📋 98 - 32% open · ⏱️ 23.05.2022):

   git clone https://github.com/poets-ai/elegy
  

• PyPi (📥 530 / month · ⏱️ 22.04.2022):

   pip install elegy
  

chefboost (🥉17 · ⭐ 340 · 📉) - A Lightweight Decision Tree Framework supporting regular.. MIT

• GitHub (👨‍💻 6 · 🔀 91 · 📦 26 · 📋 30 - 16% open · ⏱️ 21.05.2022):

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

• PyPi (📥 720 / month · ⏱️ 16.02.2022):

   pip install chefboost
  

Show 12 hidden projects...

• dlib (🥈38 · ⭐ 11K · 📈) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
• TFlearn (🥉32 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. MIT
• CNTK (🥉31 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• MindsDB (🥉30 · ⭐ 9.2K) - In-Database Machine Learning. ❗️GPL-3.0
• NuPIC (🥉28 · ⭐ 6.3K · 💀) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0
• Lasagne (🥉28 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
• SHOGUN (🥉26 · ⭐ 2.9K · 💀) - Unified and efficient Machine Learning. BSD-3
• NeuPy (🥉24 · ⭐ 710 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
• neon (🥉22 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best.. Apache-2
• Torchbearer (🥉21 · ⭐ 630 · 💀) - torchbearer: A model fitting library for PyTorch. MIT
• ThunderGBM (🥉17 · ⭐ 630 · 💀) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
• StarSpace (🥉16 · ⭐ 3.8K · 💀) - Learning embeddings for classification, retrieval and ranking. MIT

Data Visualization

General-purpose and task-specific data visualization libraries.

Matplotlib (🥇49 · ⭐ 16K) - matplotlib: plotting with Python. Python-2.0

• GitHub (👨‍💻 1.4K · 🔀 6.4K · 📦 600K · 📋 9.1K - 20% open · ⏱️ 03.08.2022):

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

• PyPi (📥 27M / month · 📦 55K · ⏱️ 03.05.2022):

   pip install matplotlib
  

• Conda (📥 13M · ⏱️ 28.07.2022):

   conda install -c conda-forge matplotlib
  

Bokeh (🥇43 · ⭐ 17K) - Interactive Data Visualization in the browser, from Python. BSD-3

• GitHub (👨‍💻 610 · 🔀 4K · 📦 54K · 📋 7K - 10% open · ⏱️ 04.08.2022):

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

• PyPi (📥 3M / month · 📦 3.6K · ⏱️ 05.07.2022):

   pip install bokeh
  

• Conda (📥 8M · ⏱️ 19.05.2022):

   conda install -c conda-forge bokeh
  

Seaborn (🥇43 · ⭐ 9.6K) - Statistical data visualization in Python. BSD-3

• GitHub (👨‍💻 170 · 🔀 1.6K · 📥 220 · 📦 170K · 📋 2.1K - 5% open · ⏱️ 04.08.2022):

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

• PyPi (📥 7.1M / month · 📦 9.4K · ⏱️ 27.06.2022):

   pip install seaborn
  

• Conda (📥 4.3M · ⏱️ 16.08.2021):

   conda install -c conda-forge seaborn
  

Plotly (🥇42 · ⭐ 12K) - The interactive graphing library for Python (includes Plotly Express). MIT

• GitHub (👨‍💻 200 · 🔀 2.2K · 📦 11 · 📋 2.4K - 49% open · ⏱️ 27.07.2022):

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

• PyPi (📥 8.1M / month · 📦 4.1K · ⏱️ 24.06.2022):

   pip install plotly
  

• Conda (📥 2.9M · ⏱️ 24.06.2022):

   conda install -c conda-forge plotly
  

• npm (📥 47K / month · 📦 4 · ⏱️ 12.01.2021):

   npm install plotlywidget
  

dash (🥇39 · ⭐ 17K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT

• GitHub (👨‍💻 120 · 🔀 1.7K · 📦 210 · 📋 1.3K - 48% open · ⏱️ 02.08.2022):

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

• PyPi (📥 1M / month · 📦 1.2K · ⏱️ 13.06.2022):

   pip install dash
  

• Conda (📥 560K · ⏱️ 03.08.2022):

   conda install -c conda-forge dash
  

Altair (🥇39 · ⭐ 7.7K) - Declarative statistical visualization library for Python. BSD-3

• GitHub (👨‍💻 140 · 🔀 660 · 📦 31K · 📋 1.6K - 13% open · ⏱️ 12.07.2022):

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

• PyPi (📥 7.6M / month · 📦 340 · ⏱️ 29.12.2021):

   pip install altair
  

• Conda (📥 1.3M · ⏱️ 29.12.2021):

   conda install -c conda-forge altair
  

pandas-profiling (🥈38 · ⭐ 9.3K) - Create HTML profiling reports from pandas DataFrame.. MIT

• GitHub (👨‍💻 89 · 🔀 1.3K · 📦 8.6K · 📋 580 - 19% open · ⏱️ 03.08.2022):

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

• PyPi (📥 1.3M / month · 📦 160 · ⏱️ 27.09.2021):

   pip install pandas-profiling
  

• Conda (📥 250K · ⏱️ 02.05.2022):

   conda install -c conda-forge pandas-profiling
  

Graphviz (🥈35 · ⭐ 1.2K) - Simple Python interface for Graphviz. MIT

• GitHub (👨‍💻 19 · 🔀 180 · 📦 34K · 📋 140 - 6% open · ⏱️ 27.07.2022):

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

• PyPi (📥 9.7M / month · 📦 3K · ⏱️ 16.04.2022):

   pip install graphviz
  

• Conda (📥 27K · ⏱️ 04.02.2021):

   conda install -c anaconda python-graphviz
  

pyecharts (🥈34 · ⭐ 13K) - Python Echarts Plotting Library. MIT

• GitHub (👨‍💻 30 · 🔀 2.7K · 📦 2.4K · 📋 1.6K - 1% open · ⏱️ 25.04.2022):

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

• PyPi (📥 48K / month · 📦 220 · ⏱️ 16.11.2021):

   pip install pyecharts
  

UMAP (🥈34 · ⭐ 5.7K) - Uniform Manifold Approximation and Projection. BSD-3

• GitHub (👨‍💻 100 · 🔀 640 · 📦 5.9K · 📋 630 - 52% open · ⏱️ 22.07.2022):

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

• PyPi (📥 670K / month · 📦 320 · ⏱️ 13.04.2022):

   pip install umap-learn
  

• Conda (📥 1.3M · ⏱️ 14.04.2022):

   conda install -c conda-forge umap-learn
  

HoloViews (🥈34 · ⭐ 2.2K) - With Holoviews, your data visualizes itself. BSD-3

• GitHub (👨‍💻 120 · 🔀 360 · 📋 2.8K - 31% open · ⏱️ 26.07.2022):

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

• PyPi (📥 370K / month · 📦 220 · ⏱️ 07.07.2022):

   pip install holoviews
  

• Conda (📥 820K · ⏱️ 07.07.2022):

   conda install -c conda-forge holoviews
  

• npm (📥 920 / month · ⏱️ 24.05.2020):

   npm install @pyviz/jupyterlab_pyviz
  

PyVista (🥈34 · ⭐ 1.4K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT

• GitHub (👨‍💻 100 · 🔀 270 · 📥 650 · 📦 870 · 📋 920 - 30% open · ⏱️ 03.08.2022):

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

• PyPi (📥 49K / month · 📦 110 · ⏱️ 30.06.2022):

   pip install pyvista
  

• Conda (📥 200K · ⏱️ 01.08.2022):

   conda install -c conda-forge pyvista
  

VisPy (🥈33 · ⭐ 2.9K) - High-performance interactive 2D/3D data visualization library. BSD-3

• GitHub (👨‍💻 180 · 🔀 590 · 📦 810 · 📋 1.3K - 21% open · ⏱️ 28.07.2022):

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

• PyPi (📥 44K / month · 📦 100 · ⏱️ 04.07.2022):

   pip install vispy
  

• Conda (📥 260K · ⏱️ 05.07.2022):

   conda install -c conda-forge vispy
  

• npm (📥 5 / month · ⏱️ 15.03.2020):

   npm install vispy
  

PyQtGraph (🥈33 · ⭐ 2.9K) - Fast data visualization and GUI tools for scientific / engineering.. MIT

• GitHub (👨‍💻 230 · 🔀 920 · 📋 1K - 31% open · ⏱️ 25.07.2022):

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

• PyPi (📥 100K / month · 📦 790 · ⏱️ 04.03.2022):

   pip install pyqtgraph
  

• Conda (📥 270K · ⏱️ 05.03.2022):

   conda install -c conda-forge pyqtgraph
  

FiftyOne (🥈33 · ⭐ 1.8K) - Visualize, create, and debug image and video datasets.. Apache-2

• GitHub (👨‍💻 43 · 🔀 200 · 📦 150 · 📋 870 - 32% open · ⏱️ 19.07.2022):

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

• PyPi (📥 31K / month · 📦 1 · ⏱️ 24.06.2022):

   pip install fiftyone
  

wordcloud (🥈32 · ⭐ 8.9K) - A little word cloud generator in Python. MIT

• GitHub (👨‍💻 65 · 🔀 2.2K · 📋 490 - 24% open · ⏱️ 27.06.2022):

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

• PyPi (📥 760K / month · 📦 740 · ⏱️ 27.06.2022):

   pip install wordcloud
  

• Conda (📥 310K · ⏱️ 11.07.2022):

   conda install -c conda-forge wordcloud
  

Perspective (🥈32 · ⭐ 4.8K) - A data visualization and analytics component, especially.. Apache-2

• GitHub (👨‍💻 72 · 🔀 490 · 📦 270 · 📋 550 - 15% open · ⏱️ 02.08.2022):

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

• PyPi (📥 3.3K / month · 📦 9 · ⏱️ 06.06.2022):

   pip install perspective-python
  

• Conda (📥 110K · ⏱️ 20.07.2022):

   conda install -c conda-forge perspective
  

• npm (📥 1.4K / month · ⏱️ 02.08.2022):

   npm install @finos/perspective-jupyterlab
  

plotnine (🥈32 · ⭐ 3.1K) - A grammar of graphics for Python. MIT

• GitHub (👨‍💻 96 · 🔀 170 · 📋 500 - 13% open · ⏱️ 01.07.2022):

   git clone https://github.com/has2k1/plotnine
  

• PyPi (📥 320K / month · 📦 220 · ⏱️ 01.07.2022):

   pip install plotnine
  

• Conda (📥 190K · ⏱️ 02.07.2022):

   conda install -c conda-forge plotnine
  

datashader (🥈32 · ⭐ 2.8K) - Quickly and accurately render even the largest data. BSD-3

• GitHub (👨‍💻 49 · 🔀 350 · 📦 1.3K · 📋 510 - 25% open · ⏱️ 19.07.2022):

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

• PyPi (📥 45K / month · 📦 96 · ⏱️ 21.06.2022):

   pip install datashader
  

• Conda (📥 360K · ⏱️ 22.06.2022):

   conda install -c conda-forge datashader
  

D-Tale (🥈30 · ⭐ 3.6K) - Visualizer for pandas data structures. ❗️LGPL-2.1

• GitHub (👨‍💻 27 · 🔀 290 · 📦 430 · 📋 470 - 9% open · ⏱️ 24.07.2022):

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

• PyPi (📥 81K / month · 📦 12 · ⏱️ 17.06.2022):

   pip install dtale
  

• Conda (📥 140K · ⏱️ 17.06.2022):

   conda install -c conda-forge dtale
  

bqplot (🥈30 · ⭐ 3.3K) - Plotting library for IPython/Jupyter notebooks. Apache-2

• GitHub (👨‍💻 59 · 🔀 460 · 📦 34 · 📋 590 - 38% open · ⏱️ 25.07.2022):

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

• PyPi (📥 100K / month · 📦 92 · ⏱️ 11.02.2022):

   pip install bqplot
  

• Conda (📥 1M · ⏱️ 11.02.2022):

   conda install -c conda-forge bqplot
  

• npm (📥 9.9K / month · 📦 10 · ⏱️ 11.02.2022):

   npm install bqplot
  

mpld3 (🥈30 · ⭐ 2.2K) - D3 Renderings of Matplotlib Graphics. BSD-3

• GitHub (👨‍💻 51 · 🔀 350 · 📦 27 · 📋 360 - 59% open · ⏱️ 03.08.2022):

   git clone https://github.com/mpld3/mpld3
  

• PyPi (📥 260K / month · 📦 400 · ⏱️ 27.05.2022):

   pip install mpld3
  

• Conda (📥 150K · ⏱️ 27.05.2022):

   conda install -c conda-forge mpld3
  

• npm (📥 510 / month · 📦 4 · ⏱️ 27.05.2022):

   npm install mpld3
  

missingno (🥉29 · ⭐ 3.3K) - Missing data visualization module for Python. MIT

• GitHub (👨‍💻 17 · 🔀 410 · 📦 8.1K · 📋 120 - 5% open · ⏱️ 27.02.2022):

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

• PyPi (📥 1.1M / month · 📦 120 · ⏱️ 27.02.2022):

   pip install missingno
  

• Conda (📥 190K · ⏱️ 15.02.2020):

   conda install -c conda-forge missingno
  

data-validation (🥉29 · ⭐ 660) - Library for exploring and validating machine learning.. Apache-2

• GitHub (👨‍💻 24 · 🔀 130 · 📥 360 · 📦 530 · 📋 160 - 23% open · ⏱️ 02.08.2022):

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

• PyPi (📥 950K / month · 📦 28 · ⏱️ 29.06.2022):

   pip install tensorflow-data-validation
  

hvPlot (🥉29 · ⭐ 600) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3

• GitHub (👨‍💻 37 · 🔀 73 · 📦 1.5K · 📋 460 - 35% open · ⏱️ 04.08.2022):

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

• PyPi (📥 140K / month · 📦 64 · ⏱️ 23.06.2022):

   pip install hvplot
  

• Conda (📥 210K · ⏱️ 09.05.2022):

   conda install -c conda-forge hvplot
  

pythreejs (🥉28 · ⭐ 820 · 💤) - A Jupyter - Three.js bridge. BSD-3

• GitHub (👨‍💻 29 · 🔀 180 · 📦 21 · 📋 220 - 32% open · ⏱️ 06.12.2021):

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

• PyPi (📥 84K / month · 📦 38 · ⏱️ 26.02.2021):

   pip install pythreejs
  

• Conda (📥 400K · ⏱️ 02.03.2021):

   conda install -c conda-forge pythreejs
  

• npm (📥 4K / month · 📦 7 · ⏱️ 26.02.2021):

   npm install jupyter-threejs
  

lets-plot (🥉26 · ⭐ 780) - An open-source plotting library for statistical data. MIT

• GitHub (👨‍💻 17 · 🔀 35 · 📥 300 · 📦 17 · 📋 260 - 27% open · ⏱️ 02.08.2022):

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

• PyPi (📥 2.8K / month · 📦 1 · ⏱️ 20.06.2022):

   pip install lets-plot
  

HyperTools (🥉25 · ⭐ 1.7K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT

• GitHub (👨‍💻 21 · 🔀 160 · 📥 19 · 📦 200 · 📋 190 - 35% open · ⏱️ 12.02.2022):

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

• PyPi (📥 510 / month · 📦 10 · ⏱️ 12.02.2022):

   pip install hypertools
  

HiPlot (🥉24 · ⭐ 2.3K) - HiPlot makes understanding high dimensional data easy. MIT

• GitHub (👨‍💻 8 · 🔀 120 · 📦 5 · 📋 81 - 16% open · ⏱️ 05.07.2022):

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

• PyPi (📥 21K / month · 📦 12 · ⏱️ 05.07.2022):

   pip install hiplot
  

• Conda (📥 95K · ⏱️ 31.05.2022):

   conda install -c conda-forge hiplot
  

openTSNE (🥉24 · ⭐ 1K) - Extensible, parallel implementations of t-SNE. BSD-3

• GitHub (👨‍💻 10 · 🔀 120 · 📦 380 · 📋 100 - 3% open · ⏱️ 18.03.2022):

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

• PyPi (📥 19K / month · 📦 10 · ⏱️ 18.03.2022):

   pip install opentsne
  

• Conda (📥 150K · ⏱️ 27.05.2022):

   conda install -c conda-forge opentsne
  

PyWaffle (🥉24 · ⭐ 500) - Make Waffle Charts in Python. MIT

• GitHub (👨‍💻 6 · 🔀 92 · 📦 140 · 📋 18 - 22% open · ⏱️ 08.06.2022):

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

• PyPi (📥 10K / month · 📦 2 · ⏱️ 08.06.2022):

   pip install pywaffle
  

• Conda (📥 5.9K · ⏱️ 05.06.2022):

   conda install -c conda-forge pywaffle
  

Popmon (🥉24 · ⭐ 360) - Monitor the stability of a Pandas or Spark dataframe. MIT

• GitHub (👨‍💻 15 · 🔀 29 · 📥 28 · 📦 14 · 📋 44 - 40% open · ⏱️ 08.07.2022):

   git clone https://github.com/ing-bank/popmon
  

• PyPi (📥 26K / month · 📦 2 · ⏱️ 21.06.2022):

   pip install popmon
  

vega (🥉24 · ⭐ 330) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3

• GitHub (👨‍💻 11 · 🔀 59 · 📋 95 - 13% open · ⏱️ 01.08.2022):

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

• PyPi (📥 6.1K / month · 📦 84 · ⏱️ 10.02.2022):

   pip install vega
  

• Conda (📥 500K · ⏱️ 10.02.2022):

   conda install -c conda-forge vega
  

Sweetviz (🥉23 · ⭐ 2.1K) - Visualize and compare datasets, target values and associations, with one.. MIT

• GitHub (👨‍💻 6 · 🔀 210 · 📋 100 - 30% open · ⏱️ 08.06.2022):

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

• PyPi (📥 75K / month · 📦 8 · ⏱️ 14.06.2022):

   pip install sweetviz
  

• Conda (📥 13K · ⏱️ 15.06.2022):

   conda install -c conda-forge sweetviz
  

AutoViz (🥉23 · ⭐ 850) - Automatically Visualize any dataset, any size with a single line of.. Apache-2

• GitHub (👨‍💻 12 · 🔀 120 · 📦 230 · 📋 58 - 8% open · ⏱️ 18.07.2022):

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

• PyPi (📥 58K / month · 📦 6 · ⏱️ 17.06.2022):

   pip install autoviz
  

• Conda (📥 12K · ⏱️ 18.07.2022):

   conda install -c conda-forge autoviz
  

python-ternary (🥉22 · ⭐ 580) - Ternary plotting library for python with matplotlib. MIT

• GitHub (👨‍💻 27 · 🔀 140 · 📥 18 · 📦 99 · 📋 130 - 24% open · ⏱️ 27.02.2022):

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

• PyPi (📥 21K / month · 📦 21 · ⏱️ 17.02.2021):

   pip install python-ternary
  

• Conda (📥 65K · ⏱️ 17.02.2021):

   conda install -c conda-forge python-ternary
  

Plotly-Resampler (🥉22 · ⭐ 470) - Visualize large time series data with plotly.py. MIT

• GitHub (👨‍💻 8 · 🔀 27 · 📋 60 - 41% open · ⏱️ 29.07.2022):

   git clone https://github.com/predict-idlab/plotly-resampler
  

• PyPi (📥 9.4K / month · ⏱️ 29.06.2022):

   pip install plotly-resampler
  

• Conda (📥 4.6K · ⏱️ 31.07.2022):

   conda install -c conda-forge plotly-resampler
  

Pandas-Bokeh (🥉21 · ⭐ 790) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT

• GitHub (👨‍💻 14 · 🔀 100 · 📋 97 - 31% open · ⏱️ 25.03.2022):

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

• PyPi (📥 12K / month · 📦 11 · ⏱️ 11.04.2021):

   pip install pandas-bokeh
  

joypy (🥉20 · ⭐ 440 · 💤) - Joyplots in Python with matplotlib & pandas. MIT

• GitHub (👨‍💻 6 · 🔀 46 · 📦 180 · 📋 48 - 22% open · ⏱️ 19.12.2021):

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

• PyPi (📥 15K / month · 📦 5 · ⏱️ 19.12.2021):

   pip install joypy
  

• Conda (📥 15K · ⏱️ 28.12.2020):

   conda install -c conda-forge joypy
  

Show 15 hidden projects...

• cartopy (🥈31 · ⭐ 1.1K) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
• Cufflinks (🥉29 · ⭐ 2.6K · 💀) - Productivity Tools for Plotly + Pandas. MIT
• Facets Overview (🥉27 · ⭐ 7K · 💀) - Visualizations for machine learning datasets. Apache-2
• Chartify (🥉25 · ⭐ 3.2K · 💀) - Python library that makes it easy for data scientists to create.. Apache-2
• Multicore-TSNE (🥉24 · ⭐ 1.7K · 💀) - Parallel t-SNE implementation with Python and Torch.. BSD-3
• PandasGUI (🥉22 · ⭐ 2.7K) - A GUI for Pandas DataFrames. ❗️MIT-0
• PDPbox (🥉22 · ⭐ 700 · 💀) - python partial dependence plot toolbox. MIT
• pivottablejs (🥉21 · ⭐ 470 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
• ivis (🥉19 · ⭐ 270) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• animatplot (🥉17 · ⭐ 390 · 💀) - A python package for animating plots build on matplotlib. MIT
• data-describe (🥉17 · ⭐ 300 · 💤) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
• vegafusion (🥉17 · ⭐ 93) - Serverside acceleration for the Vega visualization grammar. ❗️AGPL-3.0
• pdvega (🥉16 · ⭐ 340 · 💀) - Interactive plotting for Pandas using Vega-Lite. MIT
• nx-altair (🥉16 · ⭐ 200 · 💀) - Draw interactive NetworkX graphs with Altair. MIT
• nptsne (🥉12 · ⭐ 29 · 💀) - nptsne is a numpy compatible python binary package that offers a.. 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.

transformers (🥇49 · ⭐ 68K) - Transformers: State-of-the-art Machine Learning for.. Apache-2

• GitHub (👨‍💻 1.4K · 🔀 15K · 📥 1.5K · 📦 33K · 📋 9.9K - 5% open · ⏱️ 04.08.2022):

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

• PyPi (📥 5.5M / month · 📦 980 · ⏱️ 21.06.2022):

   pip install transformers
  

• Conda (📥 330K · ⏱️ 28.07.2022):

   conda install -c conda-forge transformers
  

spaCy (🥇44 · ⭐ 24K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT

• GitHub (👨‍💻 700 · 🔀 3.9K · 📥 3.1K · 📦 42K · 📋 5.2K - 1% open · ⏱️ 04.08.2022):

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

• PyPi (📥 4.6M / month · 📦 2.4K · ⏱️ 05.04.2022):

   pip install spacy
  

• Conda (📥 2.7M · ⏱️ 27.07.2022):

   conda install -c conda-forge spacy
  

nltk (🥇43 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2

• GitHub (👨‍💻 430 · 🔀 2.6K · 📦 150K · 📋 1.6K - 13% open · ⏱️ 29.07.2022):

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

• PyPi (📥 12M / month · 📦 12K · ⏱️ 09.02.2022):

   pip install nltk
  

• Conda (📥 1.4M · ⏱️ 29.12.2021):

   conda install -c conda-forge nltk
  

gensim (🥇40 · ⭐ 13K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1

• GitHub (👨‍💻 430 · 🔀 4.2K · 📥 3.8K · 📦 35K · 📋 1.8K - 21% open · ⏱️ 06.05.2022):

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

• PyPi (📥 4.7M / month · 📦 2.9K · ⏱️ 01.05.2022):

   pip install gensim
  

• Conda (📥 850K · ⏱️ 29.07.2022):

   conda install -c conda-forge gensim
  

Rasa (🥇39 · ⭐ 15K) - Open source machine learning framework to automate text- and voice-.. Apache-2

• GitHub (👨‍💻 550 · 🔀 4.1K · 📋 6.7K - 13% open · ⏱️ 04.08.2022):

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

• PyPi (📥 160K / month · 📦 60 · ⏱️ 06.07.2022):

   pip install rasa
  

flair (🥇39 · ⭐ 12K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT

• GitHub (👨‍💻 230 · 🔀 1.9K · 📦 1.5K · 📋 1.9K - 5% open · ⏱️ 26.07.2022):

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

• PyPi (📥 210K / month · 📦 76 · ⏱️ 20.05.2022):

   pip install flair
  

• Conda (📥 10K · ⏱️ 21.05.2022):

   conda install -c conda-forge python-flair
  

fairseq (🥇38 · ⭐ 19K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT

• GitHub (👨‍💻 400 · 🔀 4.8K · 📥 260 · 📦 900 · 📋 3.6K - 18% open · ⏱️ 01.08.2022):

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

• PyPi (📥 46K / month · 📦 39 · ⏱️ 27.06.2022):

   pip install fairseq
  

• Conda (📥 17K · ⏱️ 13.07.2022):

   conda install -c conda-forge fairseq
  

AllenNLP (🥇38 · ⭐ 11K) - An open-source NLP research library, built on PyTorch. Apache-2

• GitHub (👨‍💻 260 · 🔀 2.2K · 📥 47 · 📦 2.7K · 📋 2.5K - 3% open · ⏱️ 15.07.2022):

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

• PyPi (📥 80K / month · 📦 180 · ⏱️ 14.04.2022):

   pip install allennlp
  

• Conda (📥 77K · ⏱️ 15.07.2022):

   conda install -c conda-forge allennlp
  

sentence-transformers (🥇38 · ⭐ 8.2K) - Multilingual Sentence & Image Embeddings with BERT. Apache-2

• GitHub (👨‍💻 93 · 🔀 1.6K · 📦 3.8K · 📋 1.5K - 51% open · ⏱️ 18.07.2022):

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

• PyPi (📥 1.3M / month · 📦 130 · ⏱️ 26.06.2022):

   pip install sentence-transformers
  

• Conda (📥 30K · ⏱️ 27.06.2022):

   conda install -c conda-forge sentence-transformers
  

sentencepiece (🥇36 · ⭐ 6.1K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2

• GitHub (👨‍💻 66 · 🔀 830 · 📥 21K · 📦 17K · 📋 540 - 6% open · ⏱️ 04.08.2022):

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

• PyPi (📥 5.4M / month · 📦 410 · ⏱️ 18.06.2021):

   pip install sentencepiece
  

• Conda (📥 210K · ⏱️ 08.04.2022):

   conda install -c conda-forge sentencepiece
  

spark-nlp (🥇36 · ⭐ 2.9K) - State of the Art Natural Language Processing. Apache-2

• GitHub (👨‍💻 130 · 🔀 580 · 📋 720 - 10% open · ⏱️ 04.08.2022):

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

• PyPi (📥 2.3M / month · 📦 13 · ⏱️ 01.07.2022):

   pip install spark-nlp
  

ParlAI (🥈35 · ⭐ 9K) - A framework for training and evaluating AI models on a variety of.. MIT

• GitHub (👨‍💻 190 · 🔀 1.9K · 📦 86 · 📋 1.4K - 7% open · ⏱️ 01.08.2022):

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

• PyPi (📥 3.4K / month · 📦 3 · ⏱️ 30.03.2022):

   pip install parlai
  

fastText (🥈34 · ⭐ 24K) - Library for fast text representation and classification. MIT

• GitHub (👨‍💻 59 · 🔀 4.4K · 📦 3.2K · 📋 1.1K - 43% open · ⏱️ 04.03.2022):

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

• PyPi (📥 690K / month · 📦 180 · ⏱️ 28.04.2020):

   pip install fasttext
  

• Conda (📥 35K · ⏱️ 16.04.2022):

   conda install -c conda-forge fasttext
  

TextBlob (🥈34 · ⭐ 8.2K · 💤) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT

• GitHub (👨‍💻 35 · 🔀 1.1K · 📥 100 · 📦 22K · 📋 260 - 39% open · ⏱️ 22.10.2021):

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

• PyPi (📥 990K / month · 📦 1.4K · ⏱️ 15.12.2021):

   pip install textblob
  

• Conda (📥 170K · ⏱️ 24.02.2019):

   conda install -c conda-forge textblob
  

torchtext (🥈34 · ⭐ 3.1K) - Data loaders and abstractions for text and NLP. BSD-3

• GitHub (👨‍💻 130 · 🔀 720 · 📋 740 - 39% open · ⏱️ 03.08.2022):

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

• PyPi (📥 250K / month · 📦 440 · ⏱️ 28.06.2022):

   pip install torchtext
  

Dedupe (🥈33 · ⭐ 3.5K) - A python library for accurate and scalable fuzzy matching, record.. MIT

• GitHub (👨‍💻 64 · 🔀 480 · 📦 230 · 📋 760 - 7% open · ⏱️ 06.07.2022):

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

• PyPi (📥 320K / month · 📦 48 · ⏱️ 06.07.2022):

   pip install dedupe
  

• Conda (📥 8.8K · ⏱️ 07.07.2022):

   conda install -c conda-forge dedupe
  

stanza (🥈32 · ⭐ 6.2K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2

• GitHub (👨‍💻 48 · 🔀 790 · 📦 1.2K · 📋 720 - 12% open · ⏱️ 23.04.2022):

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

• PyPi (📥 430K / month · 📦 67 · ⏱️ 23.04.2022):

   pip install stanza
  

• Conda (📥 5.5K · ⏱️ 23.04.2022):

   conda install -c stanfordnlp stanza
  

Tokenizers (🥈32 · ⭐ 5.8K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2

• GitHub (👨‍💻 58 · 🔀 480 · 📦 50 · 📋 640 - 29% open · ⏱️ 22.07.2022):

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

• PyPi (📥 5.4M / month · 📦 120 · ⏱️ 13.04.2022):

   pip install tokenizers
  

• Conda (📥 290K · ⏱️ 21.05.2022):

   conda install -c conda-forge tokenizers
  

NeMo (🥈32 · ⭐ 4.6K) - NeMo: a toolkit for conversational AI. Apache-2

• GitHub (👨‍💻 160 · 🔀 1.1K · 📥 13K · 📋 1.2K - 5% open · ⏱️ 04.08.2022):

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

• PyPi (📥 17K / month · 📦 7 · ⏱️ 01.07.2022):

   pip install nemo-toolkit
  

OpenNMT (🥈31 · ⭐ 5.7K) - Open Source Neural Machine Translation in PyTorch. MIT

• GitHub (👨‍💻 170 · 🔀 2.1K · 📦 150 · 📋 1.3K - 8% open · ⏱️ 09.02.2022):

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

• PyPi (📥 4.8K / month · 📦 9 · ⏱️ 14.09.2021):

   pip install OpenNMT-py
  

haystack (🥈31 · ⭐ 5.1K) - Haystack is an open source NLP framework that leverages pre-trained.. Apache-2

• GitHub (👨‍💻 130 · 🔀 810 · 📥 15 · 📋 1.5K - 15% open · ⏱️ 04.08.2022):

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

• PyPi (📥 1.1K / month · 📦 85 · ⏱️ 15.12.2021):

   pip install haystack
  

nlpaug (🥈31 · ⭐ 3.4K) - Data augmentation for NLP. MIT

• GitHub (👨‍💻 33 · 🔀 380 · 📦 380 · 📋 190 - 20% open · ⏱️ 07.07.2022):

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

• PyPi (📥 93K / month · 📦 19 · ⏱️ 07.07.2022):

   pip install nlpaug
  

• Conda (📥 3.6K · ⏱️ 07.07.2022):

   conda install -c conda-forge nlpaug
  

TensorFlow Text (🥈31 · ⭐ 970) - Making text a first-class citizen in TensorFlow. Apache-2

• GitHub (👨‍💻 91 · 🔀 230 · 📦 2.1K · 📋 230 - 39% open · ⏱️ 03.08.2022):

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

• PyPi (📥 2.3M / month · 📦 83 · ⏱️ 18.05.2022):

   pip install tensorflow-text
  

DeepPavlov (🥈30 · ⭐ 5.8K) - An open source library for deep learning end-to-end dialog.. Apache-2

• GitHub (👨‍💻 67 · 🔀 1K · 📦 270 · 📋 630 - 10% open · ⏱️ 31.05.2022):

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

• PyPi (📥 9.4K / month · 📦 6 · ⏱️ 31.05.2022):

   pip install deeppavlov
  

Sumy (🥈30 · ⭐ 2.9K) - Module for automatic summarization of text documents and HTML pages. Apache-2

• GitHub (👨‍💻 23 · 🔀 480 · 📦 1.3K · 📋 110 - 15% open · ⏱️ 31.07.2022):

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

• PyPi (📥 25K / month · 📦 100 · ⏱️ 21.04.2022):

   pip install sumy
  

• Conda (📥 1.8K · ⏱️ 22.04.2022):

   conda install -c conda-forge sumy
  

fastNLP (🥈30 · ⭐ 2.7K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2

• GitHub (👨‍💻 59 · 🔀 420 · 📥 66 · 📦 88 · 📋 200 - 24% open · ⏱️ 08.07.2022):

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

• PyPi (📥 3.8K / month · 📦 3 · ⏱️ 04.02.2019):

   pip install fastnlp
  

GluonNLP (🥈30 · ⭐ 2.4K · 💤) - Toolkit that enables easy text preprocessing, datasets.. Apache-2

• GitHub (👨‍💻 82 · 🔀 520 · 📦 900 · 📋 560 - 46% open · ⏱️ 24.08.2021):

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

• PyPi (📥 120K / month · 📦 22 · ⏱️ 13.08.2020):

   pip install gluonnlp
  

jellyfish (🥈30 · ⭐ 1.7K · 💤) - a python library for doing approximate and phonetic matching of.. BSD-2

• GitHub (👨‍💻 25 · 🔀 150 · 📦 4K · 📋 110 - 9% open · ⏱️ 07.01.2022):

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

• PyPi (📥 2.5M / month · 📦 400 · ⏱️ 07.01.2022):

   pip install jellyfish
  

• Conda (📥 280K · ⏱️ 08.04.2022):

   conda install -c conda-forge jellyfish
  

snowballstemmer (🥈30 · ⭐ 580 · 💤) - Snowball compiler and stemming algorithms. BSD-3

• GitHub (👨‍💻 28 · 🔀 160 · 📦 4 · 📋 77 - 42% open · ⏱️ 17.12.2021):

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

• PyPi (📥 7.4M / month · 📦 6.7K · ⏱️ 16.11.2021):

   pip install snowballstemmer
  

• Conda (📥 4.8M · ⏱️ 17.11.2021):

   conda install -c conda-forge snowballstemmer
  

TextDistance (🥈29 · ⭐ 2.9K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT

• GitHub (👨‍💻 12 · 🔀 230 · 📥 830 · 📦 2.5K · ⏱️ 29.06.2022):

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

• PyPi (📥 640K / month · 📦 41 · ⏱️ 29.06.2022):

   pip install textdistance
  

• Conda (📥 160K · ⏱️ 29.06.2022):

   conda install -c conda-forge textdistance
  

SciSpacy (🥈29 · ⭐ 1.2K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2

• GitHub (👨‍💻 23 · 🔀 160 · 📦 490 · 📋 270 - 13% open · ⏱️ 10.03.2022):

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

• PyPi (📥 22K / month · 📦 17 · ⏱️ 10.03.2022):

   pip install scispacy
  

CLTK (🥈29 · ⭐ 730) - The Classical Language Toolkit. MIT

• GitHub (👨‍💻 120 · 🔀 310 · 📥 25 · 📦 210 · 📋 530 - 5% open · ⏱️ 20.07.2022):

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

• PyPi (📥 1.3K / month · 📦 42 · ⏱️ 09.06.2022):

   pip install cltk
  

PyText (🥈28 · ⭐ 6.3K) - A natural language modeling framework based on PyTorch. BSD-3

• GitHub (👨‍💻 230 · 🔀 800 · 📥 300 · 📦 110 · 📋 220 - 66% open · ⏱️ 21.07.2022):

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

• PyPi (📥 270 / month · 📦 1 · ⏱️ 08.06.2020):

   pip install pytext-nlp
  

T5 (🥈28 · ⭐ 4.3K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2

• GitHub (👨‍💻 50 · 🔀 580 · 📦 110 · 📋 400 - 15% open · ⏱️ 03.08.2022):

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

• PyPi (📥 10K / month · 📦 2 · ⏱️ 18.10.2021):

   pip install t5
  

ftfy (🥈28 · ⭐ 3.3K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT

• GitHub (👨‍💻 18 · 🔀 110 · 📦 6.4K · 📋 130 - 9% open · ⏱️ 09.02.2022):

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

• PyPi (📥 1.7M / month · 📦 490 · ⏱️ 09.02.2022):

   pip install ftfy
  

• Conda (📥 180K · ⏱️ 13.03.2022):

   conda install -c conda-forge ftfy
  

textacy (🥈28 · ⭐ 2K) - NLP, before and after spaCy. Apache-2

• GitHub (👨‍💻 32 · 🔀 230 · 📋 250 - 11% open · ⏱️ 06.03.2022):

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

• PyPi (📥 44K / month · 📦 100 · ⏱️ 06.12.2021):

   pip install textacy
  

• Conda (📥 110K · ⏱️ 06.02.2022):

   conda install -c conda-forge textacy
  

PyTextRank (🥈28 · ⭐ 1.8K) - Python implementation of TextRank algorithms (textgraphs) for phrase.. MIT

• GitHub (👨‍💻 18 · 🔀 330 · 📦 270 · 📋 89 - 19% open · ⏱️ 27.07.2022):

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

• PyPi (📥 25K / month · 📦 13 · ⏱️ 06.03.2022):

   pip install pytextrank
  

spacy-transformers (🥈28 · ⭐ 1.1K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy

• GitHub (👨‍💻 18 · 🔀 140 · 📦 590 · ⏱️ 01.08.2022):

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

• PyPi (📥 94K / month · 📦 22 · ⏱️ 05.07.2022):

   pip install spacy-transformers
  

• Conda (📥 3.1K · ⏱️ 02.06.2022):

   conda install -c conda-forge spacy-transformers
  

Ciphey (🥉27 · ⭐ 10K) - Automatically decrypt encryptions without knowing the key or cipher, decode.. MIT

• GitHub (👨‍💻 46 · 🔀 660 · 📋 290 - 16% open · ⏱️ 28.06.2022):

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

• PyPi (📥 25K / month · ⏱️ 06.06.2021):

   pip install ciphey
  

• Docker Hub (📥 16K · ⭐ 8 · ⏱️ 27.05.2022):

   docker pull remnux/ciphey
  

vaderSentiment (🥉27 · ⭐ 3.7K) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary and.. MIT

• GitHub (👨‍💻 11 · 🔀 880 · 📦 4.1K · 📋 110 - 30% open · ⏱️ 01.04.2022):

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

• PyPi (📥 210K / month · 📦 170 · ⏱️ 22.05.2020):

   pip install vadersentiment
  

• Conda (📥 9.3K · ⏱️ 22.03.2021):

   conda install -c conda-forge vadersentiment
  

english-words (🥉25 · ⭐ 7.4K) - A text file containing 479k English words for all your.. Unlicense

• GitHub (👨‍💻 27 · 🔀 1.4K · 📋 98 - 70% open · ⏱️ 20.04.2022):

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

• PyPi (📥 23K / month · 📦 6 · ⏱️ 29.01.2022):

   pip install english-words
  

scattertext (🥉25 · ⭐ 1.9K) - Beautiful visualizations of how language differs among document.. Apache-2

• GitHub (👨‍💻 12 · 🔀 250 · 📦 300 · 📋 90 - 18% open · ⏱️ 26.03.2022):

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

• PyPi (📥 2.7K / month · 📦 10 · ⏱️ 26.03.2022):

   pip install scattertext
  

• Conda (📥 65K · ⏱️ 26.03.2022):

   conda install -c conda-forge scattertext
  

DeepKE (🥉25 · ⭐ 1.3K) - An Open Toolkit for Knowledge Graph Extraction and Construction. MIT

• GitHub (👨‍💻 11 · 🔀 350 · 📦 6 · 📋 120 - 2% open · ⏱️ 03.08.2022):

   git clone https://github.com/zjunlp/deepke
  

• PyPi (📥 1.8K / month · ⏱️ 05.07.2022):

   pip install deepke
  

qdrant (🥉23 · ⭐ 2.1K) - Qdrant - Vector Search Engine for the next generation of AI.. Apache-2

• GitHub (👨‍💻 27 · 🔀 110 · 📋 270 - 17% open · ⏱️ 04.08.2022):

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

OpenPrompt (🥉23 · ⭐ 1.7K) - An Open-Source Framework for Prompt-Learning. Apache-2

• GitHub (👨‍💻 16 · 🔀 180 · 📦 17 · 📋 150 - 10% open · ⏱️ 20.07.2022):

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

• PyPi (📥 780 / month · ⏱️ 06.07.2022):

   pip install openprompt
  

sense2vec (🥉23 · ⭐ 1.4K · 💤) - Contextually-keyed word vectors. MIT

• GitHub (👨‍💻 17 · 🔀 230 · 📥 35K · 📦 160 · 📋 110 - 18% open · ⏱️ 16.08.2021):

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

• PyPi (📥 3.7K / month · 📦 8 · ⏱️ 19.04.2021):

   pip install sense2vec
  

• Conda (📥 27K · ⏱️ 14.07.2021):

   conda install -c conda-forge sense2vec
  

rubrix (🥉23 · ⭐ 1.2K) - Rubrix, open-source framework for data-centric NLP. Data annotation.. Apache-2

• GitHub (👨‍💻 20 · 🔀 100 · 📋 580 - 5% open · ⏱️ 03.08.2022):

   git clone https://github.com/recognai/rubrix
  

• PyPi (📥 1.6K / month · ⏱️ 08.06.2022):

   pip install rubrix
  

• Conda (📥 7.5K · ⏱️ 22.07.2022):

   conda install -c conda-forge rubrix
  

Sockeye (🥉23 · ⭐ 1.1K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2

• GitHub (👨‍💻 57 · 🔀 310 · 📥 14 · 📋 280 - 2% open · ⏱️ 15.07.2022):

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

• PyPi (📥 730 / month · 📦 2 · ⏱️ 05.05.2022):

   pip install sockeye
  

gpt-2-simple (🥉22 · ⭐ 3K) - Python package to easily retrain OpenAIs GPT-2 text-generating.. MIT

• GitHub (👨‍💻 21 · 🔀 600 · 📥 320 · 📋 250 - 61% open · ⏱️ 22.05.2022):

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

• PyPi (📥 4.8K / month · 📦 5 · ⏱️ 18.10.2021):

   pip install gpt-2-simple
  

Texthero (🥉22 · ⭐ 2.5K) - Text preprocessing, representation and visualization from zero to hero. MIT

• GitHub (👨‍💻 19 · 🔀 220 · 📥 91 · 📋 140 - 55% open · ⏱️ 19.07.2022):

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

• PyPi (📥 25K / month · 📦 4 · ⏱️ 01.07.2021):

   pip install texthero
  

fast-bert (🥉22 · ⭐ 1.8K) - Super easy library for BERT based NLP models. Apache-2

• GitHub (👨‍💻 36 · 🔀 330 · 📋 250 - 61% open · ⏱️ 03.06.2022):

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

• PyPi (📥 1.3K / month · 📦 2 · ⏱️ 03.06.2022):

   pip install fast-bert
  

FARM (🥉22 · ⭐ 1.6K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2

• GitHub (👨‍💻 37 · 🔀 220 · 📋 440 - 8% open · ⏱️ 25.04.2022):

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

• PyPi (📥 5.1K / month · 📦 2 · ⏱️ 10.06.2021):

   pip install farm
  

• Conda (📥 1.4K · ⏱️ 14.06.2021):

   conda install -c conda-forge farm
  

jiant (🥉22 · ⭐ 1.4K) - jiant is an nlp toolkit. MIT

• GitHub (👨‍💻 58 · 🔀 270 · 📦 2 · 📋 550 - 11% open · ⏱️ 23.06.2022):

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

• PyPi (📥 160 / month · ⏱️ 10.05.2021):

   pip install jiant
  

detoxify (🥉22 · ⭐ 450) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2

• GitHub (👨‍💻 8 · 🔀 60 · 📥 63K · 📦 110 · 📋 34 - 50% open · ⏱️ 14.07.2022):

   git clone https://github.com/unitaryai/detoxify
  

• PyPi (📥 10K / month · 📦 2 · ⏱️ 12.04.2022):

   pip install detoxify
  

NLP Architect (🥉21 · ⭐ 2.9K) - A model library for exploring state-of-the-art deep learning.. Apache-2

• GitHub (👨‍💻 37 · 🔀 450 · 📦 8 · 📋 130 - 16% open · ⏱️ 29.06.2022):

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

• PyPi (📥 270 / month · ⏱️ 12.04.2020):

   pip install nlp-architect
  

lightseq (🥉21 · ⭐ 2.2K) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2

• GitHub (👨‍💻 11 · 🔀 240 · 📥 630 · 📋 200 - 54% open · ⏱️ 02.08.2022):

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

• PyPi (📥 810 / month · ⏱️ 26.01.2022):

   pip install lightseq
  

promptsource (🥉21 · ⭐ 740) - Toolkit for creating, sharing and using natural language.. Apache-2

• GitHub (👨‍💻 58 · 🔀 150 · 📋 150 - 15% open · ⏱️ 08.07.2022):

   git clone https://github.com/bigscience-workshop/promptsource
  

• PyPi (📥 910 / month · ⏱️ 18.04.2022):

   pip install promptsource
  

happy-transformer (🥉21 · ⭐ 310) - A package built on top of Hugging Faces transformers.. Apache-2 huggingface

• GitHub (👨‍💻 14 · 🔀 40 · 📦 78 · 📋 100 - 11% open · ⏱️ 27.05.2022):

   git clone https://github.com/EricFillion/happy-transformer
  

• PyPi (📥 3.6K / month · 📦 1 · ⏱️ 06.02.2022):

   pip install happytransformer
  

finetune (🥉20 · ⭐ 660) - Scikit-learn style model finetuning for NLP. MPL-2.0

• GitHub (👨‍💻 19 · 🔀 73 · 📦 9 · 📋 140 - 15% open · ⏱️ 16.06.2022):

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

• PyPi (📥 110 / month · 📦 2 · ⏱️ 20.12.2021):

   pip install finetune
  

TextBox (🥉19 · ⭐ 370 · 📈) - TextBox 2.0 is a text generation library with pre-trained language.. MIT

• GitHub (👨‍💻 14 · 🔀 67 · 📦 5 · 📋 20 - 15% open · ⏱️ 02.08.2022):

   git clone https://github.com/RUCAIBox/TextBox
  

• PyPi (📥 39 / month · ⏱️ 15.04.2021):

   pip install textbox
  

fastT5 (🥉19 · ⭐ 320) - boost inference speed of T5 models by 5x & reduce the model size by 3x. Apache-2

• GitHub (👨‍💻 5 · 🔀 36 · 📦 20 · 📋 49 - 24% open · ⏱️ 05.04.2022):

   git clone https://github.com/Ki6an/fastT5
  

• PyPi (📥 1.4K / month · ⏱️ 05.04.2022):

   pip install fastt5
  

Camphr (🥉17 · ⭐ 340 · 💤) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy

• GitHub (👨‍💻 7 · 🔀 17 · 📋 28 - 7% open · ⏱️ 18.08.2021):

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

• PyPi (📥 230 / month · 📦 2 · ⏱️ 28.07.2021):

   pip install camphr
  

OpenNRE (🥉16 · ⭐ 3.7K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT

• GitHub (👨‍💻 10 · 🔀 940 · 📋 360 - 5% open · ⏱️ 06.04.2022):

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

Translate (🥉16 · ⭐ 760) - Translate - a PyTorch Language Library. BSD-3

• GitHub (👨‍💻 87 · 🔀 200 · 📋 55 - 50% open · ⏱️ 10.06.2022):

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

• PyPi (📥 6 / month · ⏱️ 01.05.2018):

   pip install pytorch-translate
  

VizSeq (🥉14 · ⭐ 400) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT

• GitHub (👨‍💻 3 · 🔀 49 · 📦 6 · 📋 16 - 43% open · ⏱️ 20.07.2022):

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

• PyPi (📥 89 / month · ⏱️ 07.08.2020):

   pip install vizseq
  

Show 34 hidden projects...

• ChatterBot (🥇36 · ⭐ 12K · 💀) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
• fuzzywuzzy (🥈32 · ⭐ 8.7K · 💤) - Fuzzy String Matching in Python. ❗️GPL-2.0
• langid (🥈28 · ⭐ 2K · 💀) - Stand-alone language identification system. BSD-3
• neuralcoref (🥉27 · ⭐ 2.6K · 💀) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
• flashtext (🥉26 · ⭐ 5.2K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. MIT
• textgenrnn (🥉25 · ⭐ 4.7K · 💀) - Easily train your own text-generating neural network of any.. MIT
• Snips NLU (🥉25 · ⭐ 3.7K · 💀) - Snips Python library to extract meaning from text. Apache-2
• pytorch-nlp (🥉25 · ⭐ 2.1K · 💀) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
• polyglot (🥉25 · ⭐ 2K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
• MatchZoo (🥉24 · ⭐ 3.7K · 💀) - Facilitating the design, comparison and sharing of deep.. Apache-2
• whoosh (🥉24 · ⭐ 260 · 💤) - Pure-Python full-text search library. ❗️BSD-1-Clause
• Kashgari (🥉23 · ⭐ 2.3K · 💀) - Kashgari is a production-level NLP Transfer learning.. Apache-2
• pySBD (🥉23 · ⭐ 470 · 💀) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
• Texar (🥉22 · ⭐ 2.3K · 💀) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
• anaGo (🥉22 · ⭐ 1.5K · 💀) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
• underthesea (🥉22 · ⭐ 1K) - Underthesea - Vietnamese NLP Toolkit. ❗️GPL-3.0
• YouTokenToMe (🥉22 · ⭐ 820 · 💀) - Unsupervised text tokenizer focused on computational efficiency. MIT
• DeepMatcher (🥉21 · ⭐ 4.3K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• stop-words (🥉21 · ⭐ 140 · 💀) - Get list of common stop words in various languages in Python. BSD-3
• DELTA (🥉20 · ⭐ 1.5K · 💀) - DELTA is a deep learning based natural language and speech.. Apache-2
• pyfasttext (🥉20 · ⭐ 230 · 💀) - Yet another Python binding for fastText. ❗️GPL-3.0
• textpipe (🥉19 · ⭐ 300 · 💀) - Textpipe: clean and extract metadata from text. MIT
• NeuroNER (🥉18 · ⭐ 1.6K · 💀) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
• nboost (🥉17 · ⭐ 630 · 💀) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
• textaugment (🥉17 · ⭐ 260) - TextAugment: Text Augmentation Library. MIT
• skift (🥉17 · ⭐ 230) - scikit-learn wrappers for Python fastText. MIT
• numerizer (🥉16 · ⭐ 170) - A Python module to convert natural language numerics into ints and.. MIT
• BLINK (🥉15 · ⭐ 920 · 💀) - Entity Linker solution. MIT
• NeuralQA (🥉15 · ⭐ 220 · 💀) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
• Headliner (🥉14 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT
• spacy-dbpedia-spotlight (🥉14 · ⭐ 72) - A spaCy wrapper for DBpedia Spotlight. MIT spacy
• TransferNLP (🥉13 · ⭐ 290 · 💀) - NLP library designed for reproducible experimentation.. MIT
• ONNX-T5 (🥉13 · ⭐ 200 · 💀) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
• textvec (🥉13 · ⭐ 180) - Text vectorization tool to outperform TFIDF for classification tasks. MIT

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 (🥇47 · ⭐ 10K) - The friendly PIL fork (Python Imaging Library). ❗️PIL

• GitHub (👨‍💻 410 · 🔀 1.9K · 📦 810K · 📋 2.6K - 4% open · ⏱️ 04.08.2022):

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

• PyPi (📥 44M / month · 📦 63K · ⏱️ 01.07.2022):

   pip install Pillow
  

• Conda (📥 17M · ⏱️ 05.07.2022):

   conda install -c conda-forge pillow
  

scikit-image (🥇44 · ⭐ 5K) - Image processing in Python. BSD-2

• GitHub (👨‍💻 560 · 🔀 2K · 📦 110K · 📋 2.5K - 25% open · ⏱️ 25.07.2022):

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

• PyPi (📥 4.6M / month · 📦 9.3K · ⏱️ 12.06.2022):

   pip install scikit-image
  

• Conda (📥 3.7M · ⏱️ 15.06.2022):

   conda install -c conda-forge scikit-image
  

torchvision (🥇41 · ⭐ 12K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3

• GitHub (👨‍💻 490 · 🔀 6K · 📥 9.8K · 📋 2.6K - 28% open · ⏱️ 03.08.2022):

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

• PyPi (📥 3.5M / month · 📦 3.7K · ⏱️ 28.06.2022):

   pip install torchvision
  

• Conda (📥 310K · ⏱️ 24.07.2022):

   conda install -c conda-forge torchvision
  

PyTorch Image Models (🥇39 · ⭐ 20K) - PyTorch image models, scripts, pretrained weights --.. Apache-2

• GitHub (👨‍💻 79 · 🔀 3.3K · 📥 1.5M · 📦 4K · 📋 560 - 11% open · ⏱️ 01.08.2022):

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

• PyPi (📥 1M / month · 📦 110 · ⏱️ 15.05.2022):

   pip install timm
  

• Conda (📥 24K · ⏱️ 30.06.2021):

   conda install -c conda-forge timm
  

MMDetection (🥇38 · ⭐ 21K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2

• GitHub (👨‍💻 350 · 🔀 7.6K · 📦 510 · 📋 6.2K - 10% open · ⏱️ 28.07.2022):

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

• PyPi (📥 68K / month · 📦 10 · ⏱️ 01.06.2022):

   pip install mmdet
  

MoviePy (🥇37 · ⭐ 9.5K) - Video editing with Python. MIT

• GitHub (👨‍💻 150 · 🔀 1.3K · 📦 17K · 📋 1.2K - 25% open · ⏱️ 01.06.2022):

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

• PyPi (📥 1.9M / month · 📦 780 · ⏱️ 05.10.2020):

   pip install moviepy
  

• Conda (📥 120K · ⏱️ 16.04.2022):

   conda install -c conda-forge moviepy
  

imageio (🥇36 · ⭐ 1.1K) - Python library for reading and writing image data. BSD-2

• GitHub (👨‍💻 90 · 🔀 220 · 📥 340 · 📦 66K · 📋 470 - 14% open · ⏱️ 01.08.2022):

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

• PyPi (📥 11M / month · 📦 2.6K · ⏱️ 30.05.2022):

   pip install imageio
  

• Conda (📥 3.3M · ⏱️ 02.08.2022):

   conda install -c conda-forge imageio
  

Albumentations (🥈35 · ⭐ 11K) - Fast image augmentation library and an easy-to-use wrapper.. MIT

• GitHub (👨‍💻 110 · 🔀 1.4K · 📦 8.8K · 📋 660 - 42% open · ⏱️ 03.08.2022):

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

• PyPi (📥 300K / month · 📦 220 · ⏱️ 15.06.2022):

   pip install albumentations
  

• Conda (📥 47K · ⏱️ 12.07.2022):

   conda install -c conda-forge albumentations
  

Kornia (🥈35 · ⭐ 6.9K) - Open Source Differentiable Computer Vision Library. Apache-2

• GitHub (👨‍💻 170 · 🔀 680 · 📥 420 · 📦 1.6K · 📋 630 - 30% open · ⏱️ 02.08.2022):

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

• PyPi (📥 400K / month · 📦 58 · ⏱️ 17.05.2022):

   pip install kornia
  

• Conda (📥 24K · ⏱️ 16.07.2022):

   conda install -c conda-forge kornia
  

GluonCV (🥈34 · ⭐ 5.3K) - Gluon CV Toolkit. Apache-2

• GitHub (👨‍💻 120 · 🔀 1.2K · 📦 830 · 📋 820 - 7% open · ⏱️ 02.07.2022):

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

• PyPi (📥 600K / month · 📦 59 · ⏱️ 07.07.2022):

   pip install gluoncv
  

opencv-python (🥈34 · ⭐ 2.9K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT

• GitHub (👨‍💻 39 · 🔀 580 · 📋 560 - 8% open · ⏱️ 03.08.2022):

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

• PyPi (📥 5.4M / month · 📦 9.4K · ⏱️ 08.06.2022):

   pip install opencv-python
  

Wand (🥈34 · ⭐ 1.2K) - The ctypes-based simple ImageMagick binding for Python. MIT

• GitHub (👨‍💻 100 · 🔀 200 · 📥 7.8K · 📦 12K · 📋 380 - 5% open · ⏱️ 04.08.2022):

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

• PyPi (📥 400K / month · 📦 690 · ⏱️ 17.08.2021):

   pip install wand
  

• Conda (📥 14K · ⏱️ 18.05.2022):

   conda install -c conda-forge wand
  

detectron2 (🥈33 · ⭐ 22K) - Detectron2 is a platform for object detection, segmentation.. Apache-2

• GitHub (👨‍💻 210 · 🔀 5.9K · 📦 680 · 📋 3.1K - 8% open · ⏱️ 27.07.2022):

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

• PyPi (📦 3 · ⏱️ 06.02.2020):

   pip install detectron2
  

• Conda (📥 72K · ⏱️ 25.04.2022):

   conda install -c conda-forge detectron2
  

Face Recognition (🥈32 · ⭐ 45K) - The worlds simplest facial recognition api for Python and.. MIT

• GitHub (👨‍💻 54 · 🔀 12K · 📥 470 · 📋 1.2K - 54% open · ⏱️ 10.06.2022):

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

• PyPi (📥 41K / month · 📦 45 · ⏱️ 20.02.2020):

   pip install face_recognition
  

• Conda (📥 8.3K · ⏱️ 30.04.2021):

   conda install -c conda-forge face_recognition
  

InsightFace (🥈32 · ⭐ 12K) - State-of-the-art 2D and 3D Face Analysis Project. MIT

• GitHub (👨‍💻 45 · 🔀 3.9K · 📦 180 · 📋 2K - 55% open · ⏱️ 13.07.2022):

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

• PyPi (📥 18K / month · 📦 5 · ⏱️ 29.01.2022):

   pip install insightface
  

PaddleDetection (🥈32 · ⭐ 8.2K) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2

• GitHub (👨‍💻 100 · 🔀 2.1K · 📦 26 · 📋 3.8K - 20% open · ⏱️ 04.08.2022):

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

• PyPi (📥 340 / month · ⏱️ 24.04.2022):

   pip install paddledet
  

PaddleSeg (🥈32 · ⭐ 5.2K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2

• GitHub (👨‍💻 84 · 🔀 1.1K · 📦 620 · 📋 1.2K - 47% open · ⏱️ 01.08.2022):

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

• PyPi (📥 1.6K / month · 📦 2 · ⏱️ 20.04.2022):

   pip install paddleseg
  

deepface (🥈31 · ⭐ 4.3K) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT

• GitHub (👨‍💻 27 · 🔀 940 · 📦 710 · 📋 490 - 0% open · ⏱️ 04.08.2022):

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

• PyPi (📥 28K / month · 📦 3 · ⏱️ 10.05.2022):

   pip install deepface
  

imutils (🥈31 · ⭐ 4.1K · 💤) - A series of convenience functions to make basic image processing.. MIT

• GitHub (👨‍💻 21 · 🔀 980 · 📦 27K · 📋 220 - 65% open · ⏱️ 27.01.2022):

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

• PyPi (📥 300K / month · 📦 760 · ⏱️ 15.01.2021):

   pip install imutils
  

• Conda (📥 94K · ⏱️ 09.12.2021):

   conda install -c conda-forge imutils
  

ImageHash (🥈30 · ⭐ 2.5K · 💤) - A Python Perceptual Image Hashing Module. BSD-2

• GitHub (👨‍💻 20 · 🔀 300 · 📦 5.6K · 📋 110 - 13% open · ⏱️ 07.09.2021):

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

• PyPi (📥 1.4M / month · 📦 320 · ⏱️ 15.07.2021):

   pip install ImageHash
  

• Conda (📥 210K · ⏱️ 15.07.2021):

   conda install -c conda-forge imagehash
  

vidgear (🥈30 · ⭐ 2.3K) - A High-performance cross-platform Video Processing Python framework.. Apache-2

• GitHub (👨‍💻 13 · 🔀 190 · 📥 630 · 📦 220 · 📋 230 - 0% open · ⏱️ 06.07.2022):

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

• PyPi (📥 8.6K / month · 📦 5 · ⏱️ 05.07.2022):

   pip install vidgear
  

sahi (🥈30 · ⭐ 1.9K) - A lightweight vision library for performing large scale object detection/.. MIT

• GitHub (👨‍💻 15 · 🔀 290 · 📥 2.8K · 📦 100 · 📋 170 - 8% open · ⏱️ 02.08.2022):

   git clone https://github.com/obss/sahi
  

• PyPi (📥 70K / month · 📦 5 · ⏱️ 25.06.2022):

   pip install sahi
  

• Conda (📥 11K · ⏱️ 02.08.2022):

   conda install -c conda-forge sahi
  

vit-pytorch (🥉28 · ⭐ 11K) - Implementation of Vision Transformer, a simple way to achieve.. MIT

• GitHub (👨‍💻 15 · 🔀 1.8K · 📦 130 · 📋 200 - 48% open · ⏱️ 27.07.2022):

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

• PyPi (📥 18K / month · 📦 3 · ⏱️ 30.06.2022):

   pip install vit-pytorch
  

mahotas (🥉28 · ⭐ 770) - Computer Vision in Python. MIT

• GitHub (👨‍💻 32 · 🔀 150 · 📦 850 · 📋 81 - 23% open · ⏱️ 28.06.2022):

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

• PyPi (📥 11K / month · 📦 120 · ⏱️ 28.06.2022):

   pip install mahotas
  

• Conda (📥 330K · ⏱️ 28.07.2022):

   conda install -c conda-forge mahotas
  

Face Alignment (🥉27 · ⭐ 5.8K · 💤) - 2D and 3D Face alignment library build using pytorch. BSD-3

• GitHub (👨‍💻 23 · 🔀 1.2K · 📋 280 - 20% open · ⏱️ 04.08.2021):

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

• PyPi (📥 8.8K / month · 📦 8 · ⏱️ 14.09.2021):

   pip install face-alignment
  

lightly (🥉27 · ⭐ 1.7K) - A python library for self-supervised learning on images. MIT

• GitHub (👨‍💻 19 · 🔀 140 · 📦 43 · 📋 320 - 20% open · ⏱️ 04.08.2022):

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

• PyPi (📥 4.5K / month · 📦 1 · ⏱️ 05.07.2022):

   pip install lightly
  

doctr (🥉27 · ⭐ 1.2K) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2

• GitHub (👨‍💻 23 · 🔀 150 · 📥 560K · 📦 20 · 📋 200 - 20% open · ⏱️ 29.07.2022):

   git clone https://github.com/mindee/doctr
  

• PyPi (📥 15K / month · 📦 1 · ⏱️ 22.03.2022):

   pip install python-doctr
  

CellProfiler (🥉27 · ⭐ 690) - An open-source application for biological image analysis. BSD-3

• GitHub (👨‍💻 130 · 🔀 320 · 📥 3.1K · 📦 8 · 📋 3.1K - 5% open · ⏱️ 03.08.2022):

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

• PyPi (📥 610 / month · ⏱️ 22.07.2021):

   pip install cellprofiler
  

Augmentor (🥉26 · ⭐ 4.8K) - Image augmentation library in Python for machine learning. MIT

• GitHub (👨‍💻 22 · 🔀 850 · 📦 480 · 📋 200 - 63% open · ⏱️ 24.05.2022):

   git clone https://github.com/mdbloice/Augmentor
  

• PyPi (📥 19K / month · 📦 29 · ⏱️ 27.04.2022):

   pip install Augmentor
  

facenet-pytorch (🥉26 · ⭐ 3K · 💤) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT

• GitHub (👨‍💻 14 · 🔀 640 · 📥 370K · 📦 840 · 📋 150 - 39% open · ⏱️ 13.12.2021):

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

• PyPi (📥 17K / month · 📦 11 · ⏱️ 10.03.2021):

   pip install facenet-pytorch
  

pytorchvideo (🥉26 · ⭐ 2.6K) - A deep learning library for video understanding research. Apache-2

• GitHub (👨‍💻 40 · 🔀 280 · 📋 140 - 45% open · ⏱️ 15.07.2022):

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

• PyPi (📥 14K / month · 📦 5 · ⏱️ 20.01.2022):

   pip install pytorchvideo
  

layout-parser (🥉25 · ⭐ 3.1K) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2

• GitHub (👨‍💻 8 · 🔀 300 · 📦 82 · 📋 98 - 50% open · ⏱️ 05.04.2022):

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

• PyPi (📥 10K / month · 📦 2 · ⏱️ 06.04.2022):

   pip install layoutparser
  

pyvips (🥉25 · ⭐ 420) - python binding for libvips using cffi. MIT

• GitHub (👨‍💻 13 · 🔀 39 · 📦 340 · 📋 300 - 37% open · ⏱️ 28.07.2022):

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

• PyPi (📥 18K / month · 📦 40 · ⏱️ 12.06.2022):

   pip install pyvips
  

• Conda (📥 26K · ⏱️ 24.07.2022):

   conda install -c conda-forge pyvips
  

MMF (🥉24 · ⭐ 5K) - A modular framework for vision & language multimodal research from.. BSD-3

• GitHub (👨‍💻 100 · 🔀 830 · 📦 12 · 📋 620 - 30% open · ⏱️ 22.06.2022):

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

• PyPi (📥 240 / month · 📦 1 · ⏱️ 12.06.2020):

   pip install mmf
  

segmentation_models (🥉24 · ⭐ 4K) - Segmentation models with pretrained backbones. Keras.. MIT

• GitHub (👨‍💻 14 · 🔀 910 · 📋 480 - 45% open · ⏱️ 29.07.2022):

   git clone https://github.com/qubvel/segmentation_models
  

• PyPi (📥 28K / month · 📦 24 · ⏱️ 10.01.2020):

   pip install segmentation_models
  

vissl (🥉24 · ⭐ 2.7K) - VISSL is FAIRs library of extensible, modular and scalable components.. MIT

• GitHub (👨‍💻 32 · 🔀 280 · 📦 9 · 📋 150 - 33% open · ⏱️ 27.07.2022):

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

• PyPi (📥 700 / month · 📦 1 · ⏱️ 02.11.2021):

   pip install vissl
  

deep-daze (🥉23 · ⭐ 4.3K) - Simple command line tool for text to image generation using OpenAIs.. MIT

• GitHub (👨‍💻 14 · 🔀 310 · 📦 42 · 📋 170 - 56% open · ⏱️ 13.03.2022):

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

• PyPi (📥 1.7K / month · ⏱️ 13.03.2022):

   pip install deep-daze
  

tensorflow-graphics (🥉23 · ⭐ 2.6K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2

• GitHub (👨‍💻 36 · 🔀 340 · 📋 220 - 59% open · ⏱️ 04.04.2022):

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

• PyPi (📥 3K / month · 📦 4 · ⏱️ 03.12.2021):

   pip install tensorflow-graphics
  

icevision (🥉23 · ⭐ 720) - An Agnostic Computer Vision Framework - Pluggable to any Training.. Apache-2

• GitHub (👨‍💻 40 · 🔀 110 · 📋 550 - 8% open · ⏱️ 26.07.2022):

   git clone https://github.com/airctic/icevision
  

• PyPi (📥 3.4K / month · 📦 5 · ⏱️ 10.02.2022):

   pip install icevision
  

kubric (🥉22 · ⭐ 1.5K · 📉) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2

• GitHub (👨‍💻 21 · 🔀 120 · 📋 150 - 25% open · ⏱️ 26.07.2022):

   git clone https://github.com/google-research/kubric
  

• PyPi (📥 7.6K / month · ⏱️ 06.07.2022):

   pip install kubric-nightly
  

Norfair (🥉22 · ⭐ 1.5K) - Lightweight Python library for adding real-time object tracking to any.. BSD-3

• GitHub (👨‍💻 15 · 🔀 150 · 📥 180 · 📋 70 - 18% open · ⏱️ 02.08.2022):

   git clone https://github.com/tryolabs/norfair
  

• PyPi (📥 5.6K / month · 📦 1 · ⏱️ 30.05.2022):

   pip install norfair
  

Classy Vision (🥉22 · ⭐ 1.5K) - An end-to-end PyTorch framework for image and video.. MIT

• GitHub (👨‍💻 76 · 🔀 260 · 📋 120 - 45% open · ⏱️ 03.08.2022):

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

• PyPi (📥 3K / month · 📦 2 · ⏱️ 09.07.2021):

   pip install classy_vision
  

• Conda (📥 14K · ⏱️ 22.03.2022):

   conda install -c conda-forge classy_vision
  

detecto (🥉22 · ⭐ 560) - Build fully-functioning computer vision models with PyTorch. MIT

• GitHub (👨‍💻 12 · 🔀 94 · 📦 110 · 📋 97 - 37% open · ⏱️ 09.02.2022):

   git clone https://github.com/alankbi/detecto
  

• PyPi (📥 20K / month · 📦 2 · ⏱️ 02.02.2022):

   pip install detecto
  

• Conda (📥 1.2K · ⏱️ 02.02.2022):

   conda install -c conda-forge detecto
  

pycls (🥉21 · ⭐ 2K) - Codebase for Image Classification Research, written in PyTorch. MIT

• GitHub (👨‍💻 17 · 🔀 230 · 📦 6 · 📋 81 - 30% open · ⏱️ 12.07.2022):

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

• PyPi (📥 27K / month · ⏱️ 05.09.2020):

   pip install pycls
  

DE⫶TR (🥉20 · ⭐ 9.5K) - End-to-End Object Detection with Transformers. Apache-2

• GitHub (👨‍💻 25 · 🔀 1.7K · 📋 450 - 39% open · ⏱️ 07.03.2022):

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

PySlowFast (🥉20 · ⭐ 5K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2

• GitHub (👨‍💻 27 · 🔀 950 · 📦 9 · 📋 540 - 51% open · ⏱️ 04.08.2022):

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

• PyPi (📥 17 / month · ⏱️ 15.01.2020):

   pip install pyslowfast
  

image-match (🥉20 · ⭐ 2.8K · 💤) - Quickly search over billions of images. Apache-2

• GitHub (👨‍💻 19 · 🔀 400 · 📋 110 - 57% open · ⏱️ 21.09.2021):

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

• PyPi (📥 430 / month · 📦 4 · ⏱️ 13.02.2017):

   pip install image_match
  

scenic (🥉20 · ⭐ 1.2K) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2

• GitHub (👨‍💻 43 · 🔀 150 · 📦 24 · 📋 67 - 50% open · ⏱️ 29.07.2022):

   git clone https://github.com/google-research/scenic
  

ffcv (🥉19 · ⭐ 2.2K) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2

• GitHub (👨‍💻 17 · 🔀 120 · 📦 7 · 📋 180 - 20% open · ⏱️ 21.07.2022):

   git clone https://github.com/libffcv/ffcv
  

• PyPi (📥 1K / month · ⏱️ 28.01.2022):

   pip install ffcv
  

Caer (🥉17 · ⭐ 620 · 💤) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT

• GitHub (👨‍💻 8 · 🔀 110 · 📥 19 · 📋 15 - 13% open · ⏱️ 13.10.2021):

   git clone https://github.com/jasmcaus/caer
  

• PyPi (📥 3.4K / month · 📦 1 · ⏱️ 13.10.2021):

   pip install caer
  

Show 14 hidden projects...

• glfw (🥇36 · ⭐ 9.4K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• imgaug (🥈35 · ⭐ 13K · 💀) - Image augmentation for machine learning experiments. MIT
• imageai (🥈30 · ⭐ 7.1K · 💀) - A python library built to empower developers to build applications.. MIT
• PyTorch3D (🥈29 · ⭐ 6.2K) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed
• chainercv (🥉27 · ⭐ 1.5K · 💀) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
• Pillow-SIMD (🥉26 · ⭐ 1.8K · 💤) - The friendly PIL fork. ❗️PIL
• mtcnn (🥉26 · ⭐ 1.8K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• Image Super-Resolution (🥉23 · ⭐ 3.7K · 💀) - Super-scale your images and run experiments with.. Apache-2
• Image Deduplicator (🥉22 · ⭐ 4.1K · 💀) - Finding duplicate images made easy!. Apache-2
• Luminoth (🥉22 · ⭐ 2.4K · 💀) - Deep Learning toolkit for Computer Vision. BSD-3
• nude.py (🥉21 · ⭐ 860 · 💀) - Nudity detection with Python. MIT
• solt (🥉19 · ⭐ 260) - Streaming over lightweight data transformations. MIT
• Torch Points 3D (🥉15 · ⭐ 87 · 💤) - Pytorch framework for doing deep learning on point.. BSD-3
• HugsVision (🥉14 · ⭐ 160 · 💤) - HugsVision is a easy to use huggingface wrapper for state-of-.. MIT huggingface

Graph Data

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

networkx (🥇45 · ⭐ 11K) - Network Analysis in Python. BSD-3

• GitHub (👨‍💻 610 · 🔀 2.7K · 📥 60 · 📦 110K · 📋 3K - 11% open · ⏱️ 04.08.2022):

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

• PyPi (📥 18M / month · 📦 13K · ⏱️ 14.06.2022):

   pip install networkx
  

• Conda (📥 7.4M · ⏱️ 19.07.2022):

   conda install -c conda-forge networkx
  

PyTorch Geometric (🥇38 · ⭐ 15K · 📈) - Graph Neural Network Library for PyTorch. MIT

• GitHub (👨‍💻 290 · 🔀 2.7K · 📋 2.7K - 37% open · ⏱️ 04.08.2022):

   git clone https://github.com/pyg-team/pytorch_geometric
  

• PyPi (📥 99K / month · 📦 50 · ⏱️ 12.03.2022):

   pip install torch-geometric
  

• Conda (📥 9.1K · ⏱️ 16.05.2022):

   conda install -c conda-forge pytorch_geometric
  

dgl (🥇36 · ⭐ 10K) - Python package built to ease deep learning on graph, on top of existing DL.. Apache-2

• GitHub (👨‍💻 220 · 🔀 2.4K · 📦 29 · 📋 1.7K - 13% open · ⏱️ 03.08.2022):

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

• PyPi (📥 34K / month · 📦 46 · ⏱️ 16.03.2022):

   pip install dgl
  

Spektral (🥈30 · ⭐ 2.1K) - Graph Neural Networks with Keras and Tensorflow 2. MIT

• GitHub (👨‍💻 24 · 🔀 300 · 📦 140 · 📋 230 - 16% open · ⏱️ 22.07.2022):

   git clone https://github.com/danielegrattarola/spektral
  

• PyPi (📥 15K / month · 📦 3 · ⏱️ 09.04.2022):

   pip install spektral
  

ogb (🥈29 · ⭐ 1.4K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT

• GitHub (👨‍💻 21 · 🔀 300 · 📦 360 · 📋 220 - 3% open · ⏱️ 03.08.2022):

   git clone https://github.com/snap-stanford/ogb
  

• PyPi (📥 24K / month · 📦 13 · ⏱️ 23.02.2022):

   pip install ogb
  

• Conda (📥 10K · ⏱️ 23.02.2022):

   conda install -c conda-forge ogb
  

Paddle Graph Learning (🥈28 · ⭐ 1.4K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2

• GitHub (👨‍💻 28 · 🔀 270 · 📦 33 · 📋 150 - 37% open · ⏱️ 04.08.2022):

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

• PyPi (📥 3.1K / month · 📦 2 · ⏱️ 21.04.2022):

   pip install pgl
  

StellarGraph (🥈27 · ⭐ 2.5K · 💤) - StellarGraph - Machine Learning on Graphs. Apache-2

• GitHub (👨‍💻 36 · 🔀 370 · 📦 160 · 📋 1K - 27% open · ⏱️ 29.10.2021):

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

• PyPi (📥 19K / month · 📦 5 · ⏱️ 30.06.2020):

   pip install stellargraph
  

pygraphistry (🥈27 · ⭐ 1.7K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3

• GitHub (👨‍💻 23 · 🔀 170 · 📦 73 · 📋 230 - 47% open · ⏱️ 26.07.2022):

   git clone https://github.com/graphistry/pygraphistry
  

• PyPi (📥 1.9K / month · 📦 4 · ⏱️ 02.07.2022):

   pip install graphistry
  

PyKEEN (🥈26 · ⭐ 930) - A Python library for learning and evaluating knowledge graph embeddings. MIT

• GitHub (👨‍💻 30 · 🔀 130 · 📥 140 · 📋 430 - 17% open · ⏱️ 02.08.2022):

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

• PyPi (📥 1.2K / month · 📦 3 · ⏱️ 24.05.2022):

   pip install pykeen
  

PyTorch-BigGraph (🥈25 · ⭐ 3.1K) - Generate embeddings from large-scale graph-structured.. BSD-3

• GitHub (👨‍💻 27 · 🔀 410 · 📥 130 · 📋 190 - 28% open · ⏱️ 05.07.2022):

   git clone https://github.com/facebookresearch/PyTorch-BigGraph
  

• PyPi (📥 270K / month · 📦 3 · ⏱️ 01.05.2019):

   pip install torchbiggraph
  

pytorch_geometric_temporal (🥈25 · ⭐ 1.7K) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT

• GitHub (👨‍💻 23 · 🔀 240 · 📋 120 - 3% open · ⏱️ 02.08.2022):

   git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
  

• PyPi (📥 2K / month · 📦 2 · ⏱️ 04.04.2022):

   pip install torch-geometric-temporal
  

torch-cluster (🥉23 · ⭐ 550) - PyTorch Extension Library of Optimized Graph Cluster.. MIT

• GitHub (👨‍💻 22 · 🔀 99 · 📋 100 - 16% open · ⏱️ 23.07.2022):

   git clone https://github.com/rusty1s/pytorch_cluster
  

• PyPi (📥 13K / month · 📦 27 · ⏱️ 11.03.2022):

   pip install torch-cluster
  

• Conda (📥 36K · ⏱️ 06.04.2022):

   conda install -c conda-forge pytorch_cluster
  

Node2Vec (🥉22 · ⭐ 950) - Implementation of the node2vec algorithm. MIT

• GitHub (👨‍💻 11 · 🔀 220 · 📋 78 - 1% open · ⏱️ 01.08.2022):

   git clone https://github.com/eliorc/node2vec
  

• PyPi (📥 89K / month · 📦 16 · ⏱️ 30.04.2022):

   pip install node2vec
  

• Conda (📥 22K · ⏱️ 25.04.2020):

   conda install -c conda-forge node2vec
  

graph4nlp (🥉20 · ⭐ 1.4K · 📉) - Graph4nlp is the library for the easy use of Graph.. Apache-2

• GitHub (👨‍💻 27 · 🔀 170 · 📋 160 - 8% open · ⏱️ 28.05.2022):

   git clone https://github.com/graph4ai/graph4nlp
  

• PyPi (📥 190 / month · ⏱️ 20.01.2022):

   pip install graph4nlp
  

jraph (🥉19 · ⭐ 980) - A Graph Neural Network Library in Jax. Apache-2

• GitHub (👨‍💻 16 · 🔀 59 · 📦 28 · 📋 29 - 41% open · ⏱️ 21.06.2022):

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

• PyPi (📥 2.4K / month · 📦 2 · ⏱️ 06.06.2022):

   pip install jraph
  

• Conda (📥 760 · ⏱️ 31.10.2021):

   conda install -c conda-forge jraph
  

kglib (🥉19 · ⭐ 520) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2

• GitHub (👨‍💻 9 · 🔀 94 · 📥 210 · 📋 60 - 16% open · ⏱️ 01.08.2022):

   git clone https://github.com/vaticle/kglib
  

• PyPi (📥 24 / month · ⏱️ 19.08.2020):

   pip install grakn-kglib
  

deepsnap (🥉19 · ⭐ 430 · 💤) - Python library assists deep learning on graphs. MIT

• GitHub (👨‍💻 15 · 🔀 47 · 📥 8 · 📦 24 · 📋 40 - 40% open · ⏱️ 19.09.2021):

   git clone https://github.com/snap-stanford/deepsnap
  

• PyPi (📥 360 / month · 📦 1 · ⏱️ 05.09.2021):

   pip install deepsnap
  

GraphGym (🥉17 · ⭐ 1.1K) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT

• GitHub (👨‍💻 5 · 🔀 130 · 📥 14 · 📦 2 · 📋 32 - 21% open · ⏱️ 25.03.2022):

   git clone https://github.com/snap-stanford/GraphGym
  

• PyPi (📥 60 / month · ⏱️ 24.03.2022):

   pip install graphgym
  

GraphEmbedding (🥉16 · ⭐ 2.9K) - Implementation and experiments of graph embedding algorithms. MIT

• GitHub (👨‍💻 9 · 🔀 860 · 📦 20 · 📋 68 - 66% open · ⏱️ 21.06.2022):

   git clone https://github.com/shenweichen/GraphEmbedding
  

AutoGL (🥉15 · ⭐ 840) - An autoML framework & toolkit for machine learning on graphs. Apache-2

• GitHub (👨‍💻 13 · 🔀 96 · 📋 22 - 31% open · ⏱️ 19.04.2022):

   git clone https://github.com/THUMNLab/AutoGL
  

• PyPi (📥 1 / month · ⏱️ 23.12.2020):

   pip install auto-graph-learning
  

ptgnn (🥉13 · ⭐ 350) - A PyTorch Graph Neural Network Library. MIT

• GitHub (👨‍💻 7 · 🔀 40 · 📦 1 · 📋 7 - 28% open · ⏱️ 01.02.2022):

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

• PyPi (📥 46 / month · ⏱️ 21.10.2021):

   pip install ptgnn
  

Show 15 hidden projects...

• igraph (🥇31 · ⭐ 990) - Python interface for igraph. ❗️GPL-2.0
• pygal (🥈27 · ⭐ 2.5K · 💤) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• Karate Club (🥈25 · ⭐ 1.7K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0
• AmpliGraph (🥈24 · ⭐ 1.8K · 💀) - Python library for Representation Learning on Knowledge.. Apache-2
• DIG (🥈24 · ⭐ 1.2K) - A library for graph deep learning research. ❗️GPL-3.0
• DeepWalk (🥉22 · ⭐ 2.5K · 💀) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
• graph-nets (🥉20 · ⭐ 5.2K · 💀) - Build Graph Nets in Tensorflow. Apache-2
• pyRDF2Vec (🥉18 · ⭐ 160) - Python Implementation and Extension of RDF2Vec. MIT
• Euler (🥉16 · ⭐ 2.8K · 💀) - A distributed graph deep learning framework. Apache-2
• Sematch (🥉16 · ⭐ 400 · 💀) - semantic similarity framework for knowledge graph. Apache-2
• DeepGraph (🥉16 · ⭐ 260 · 💀) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
• OpenKE (🥉15 · ⭐ 3.1K · 💀) - An Open-Source Package for Knowledge Embedding (KE). MIT
• GraphSAGE (🥉15 · ⭐ 2.8K · 💀) - Representation learning on large graphs using stochastic.. MIT
• OpenNE (🥉15 · ⭐ 1.6K · 💀) - An Open-Source Package for Network Embedding (NE). MIT
• GraphVite (🥉12 · ⭐ 1.1K · 💀) - GraphVite: A General and High-performance Graph Embedding.. Apache-2

Audio Data

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

espnet (🥇36 · ⭐ 5.3K) - End-to-End Speech Processing Toolkit. Apache-2

• GitHub (👨‍💻 280 · 🔀 1.7K · 📥 76 · 📦 64 · 📋 1.9K - 18% open · ⏱️ 02.08.2022):

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

• PyPi (📥 13K / month · 📦 3 · ⏱️ 28.05.2022):

   pip install espnet
  

DeepSpeech (🥇34 · ⭐ 20K · 💤) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

• GitHub (👨‍💻 160 · 🔀 3.5K · 📥 870K · 📦 790 · 📋 2.1K - 5% open · ⏱️ 17.11.2021):

   git clone https://github.com/mozilla/DeepSpeech
  

• PyPi (📥 12K / month · 📦 40 · ⏱️ 19.12.2020):

   pip install deepspeech
  

• Conda (📥 780 · ⏱️ 29.07.2021):

   conda install -c conda-forge deepspeech
  

librosa (🥇34 · ⭐ 5.3K) - Python library for audio and music analysis. ISC

• GitHub (👨‍💻 110 · 🔀 820 · 📋 1K - 4% open · ⏱️ 29.07.2022):

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

• PyPi (📥 1.2M / month · 📦 1.2K · ⏱️ 27.06.2022):

   pip install librosa
  

• Conda (📥 500K · ⏱️ 27.06.2022):

   conda install -c conda-forge librosa
  

speechbrain (🥇34 · ⭐ 4.4K) - A PyTorch-based Speech Toolkit. Apache-2

• GitHub (👨‍💻 170 · 🔀 840 · 📦 230 · 📋 730 - 25% open · ⏱️ 29.07.2022):

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

• PyPi (📥 13K / month · 📦 3 · ⏱️ 26.06.2022):

   pip install speechbrain
  

torchaudio (🥇34 · ⭐ 1.8K) - Data manipulation and transformation for audio signal.. BSD-2

• GitHub (👨‍💻 170 · 🔀 440 · 📋 690 - 27% open · ⏱️ 04.08.2022):

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

• PyPi (📥 740K / month · 📦 160 · ⏱️ 28.06.2022):

   pip install torchaudio
  

Magenta (🥈33 · ⭐ 18K · 📈) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2

• GitHub (👨‍💻 150 · 🔀 3.6K · 📦 370 · 📋 930 - 37% open · ⏱️ 01.08.2022):

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

• PyPi (📥 5.8K / month · 📦 38 · ⏱️ 12.11.2020):

   pip install magenta
  

SpeechRecognition (🥈32 · ⭐ 6.4K) - Speech recognition module for Python, supporting several.. BSD-3

• GitHub (👨‍💻 47 · 🔀 2K · 📋 520 - 45% open · ⏱️ 02.08.2022):

   git clone https://github.com/Uberi/speech_recognition
  

• PyPi (📥 340K / month · 📦 700 · ⏱️ 05.12.2017):

   pip install SpeechRecognition
  

• Conda (📥 140K · ⏱️ 13.12.2021):

   conda install -c conda-forge speechrecognition
  

Pydub (🥈31 · ⭐ 6.3K) - Manipulate audio with a simple and easy high level interface. MIT

• GitHub (👨‍💻 92 · 🔀 840 · 📦 13K · 📋 490 - 46% open · ⏱️ 14.05.2022):

   git clone https://github.com/jiaaro/pydub
  

• PyPi (📥 1.4M / month · 📦 900 · ⏱️ 10.03.2021):

   pip install pydub
  

• Conda (📥 27K · ⏱️ 13.03.2021):

   conda install -c conda-forge pydub
  

spleeter (🥈29 · ⭐ 20K) - Deezer source separation library including pretrained models. MIT

• GitHub (👨‍💻 19 · 🔀 2.2K · 📥 1.8M · 📋 690 - 21% open · ⏱️ 10.06.2022):

   git clone https://github.com/deezer/spleeter
  

• PyPi (📥 11K / month · 📦 5 · ⏱️ 10.06.2022):

   pip install spleeter
  

• Conda (📥 67K · ⏱️ 30.06.2020):

   conda install -c conda-forge spleeter
  

Coqui TTS (🥈29 · ⭐ 5.6K) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0

• GitHub (👨‍💻 99 · 🔀 590 · 📥 220K · 📋 390 - 7% open · ⏱️ 01.08.2022):

   git clone https://github.com/coqui-ai/TTS
  

• PyPi (📥 4.8K / month · 📦 5 · ⏱️ 21.06.2022):

   pip install tts
  

• Conda (📥 3.1K · ⏱️ 15.12.2021):

   conda install -c conda-forge tts
  

pyAudioAnalysis (🥈28 · ⭐ 4.9K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2

• GitHub (👨‍💻 26 · 🔀 1.1K · 📦 290 · 📋 290 - 59% open · ⏱️ 19.04.2022):

   git clone https://github.com/tyiannak/pyAudioAnalysis
  

• PyPi (📥 30K / month · 📦 19 · ⏱️ 07.02.2022):

   pip install pyAudioAnalysis
  

Porcupine (🥉27 · ⭐ 2.7K) - On-device wake word detection powered by deep learning. Apache-2

• GitHub (👨‍💻 31 · 🔀 390 · 📦 9 · 📋 380 - 0% open · ⏱️ 02.08.2022):

   git clone https://github.com/Picovoice/Porcupine
  

• PyPi (📥 1.1K / month · 📦 11 · ⏱️ 28.06.2022):

   pip install pvporcupine
  

tinytag (🥉27 · ⭐ 550) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4, M4A,.. MIT

• GitHub (👨‍💻 22 · 🔀 89 · 📦 560 · 📋 93 - 15% open · ⏱️ 02.07.2022):

   git clone https://github.com/devsnd/tinytag
  

• PyPi (📥 97K / month · 📦 70 · ⏱️ 12.03.2022):

   pip install tinytag
  

audioread (🥉27 · ⭐ 410) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT

• GitHub (👨‍💻 22 · 🔀 94 · 📦 9.1K · 📋 79 - 39% open · ⏱️ 02.07.2022):

   git clone https://github.com/beetbox/audioread
  

• PyPi (📥 1.2M / month · 📦 320 · ⏱️ 20.10.2020):

   pip install audioread
  

• Conda (📥 470K · ⏱️ 10.04.2022):

   conda install -c conda-forge audioread
  

Madmom (🥉26 · ⭐ 940 · 💤) - Python audio and music signal processing library. BSD-3

• GitHub (👨‍💻 20 · 🔀 150 · 📦 210 · 📋 260 - 21% open · ⏱️ 06.01.2022):

   git clone https://github.com/CPJKU/madmom
  

• PyPi (📥 2.2K / month · 📦 27 · ⏱️ 14.11.2018):

   pip install madmom
  

DDSP (🥉25 · ⭐ 2.2K) - DDSP: Differentiable Digital Signal Processing. Apache-2

• GitHub (👨‍💻 31 · 🔀 250 · 📦 28 · 📋 140 - 18% open · ⏱️ 16.05.2022):

   git clone https://github.com/magenta/ddsp
  

• PyPi (📥 3.6K / month · 📦 1 · ⏱️ 25.05.2022):

   pip install ddsp
  

• Conda (📥 11K · ⏱️ 08.06.2020):

   conda install -c conda-forge ddsp
  

audiomentations (🥉25 · ⭐ 1.1K) - A Python library for audio data augmentation. Inspired by.. MIT

• GitHub (👨‍💻 22 · 🔀 130 · 📦 150 · 📋 130 - 24% open · ⏱️ 03.08.2022):

   git clone https://github.com/iver56/audiomentations
  

• PyPi (📥 3.1K / month · 📦 1 · ⏱️ 15.06.2022):

   pip install audiomentations
  

python-soundfile (🥉25 · ⭐ 470) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3

• GitHub (👨‍💻 24 · 🔀 73 · 📥 3.7K · 📋 170 - 39% open · ⏱️ 23.02.2022):

   git clone https://github.com/bastibe/python-soundfile
  

• PyPi (📥 1.1M / month · 📦 540 · ⏱️ 27.11.2019):

   pip install soundfile
  

• Conda:

   conda install -c anaconda pysoundfile
  

kapre (🥉22 · ⭐ 850) - kapre: Keras Audio Preprocessors. MIT

• GitHub (👨‍💻 13 · 🔀 140 · 📥 22 · 📦 1.7K · 📋 95 - 13% open · ⏱️ 04.07.2022):

   git clone https://github.com/keunwoochoi/kapre
  

• PyPi (📥 3.2K / month · 📦 14 · ⏱️ 21.01.2022):

   pip install kapre
  

nnAudio (🥉21 · ⭐ 710 · 💤) - Audio processing by using pytorch 1D convolution network. MIT

• GitHub (👨‍💻 13 · 🔀 67 · 📦 61 · 📋 49 - 24% open · ⏱️ 24.12.2021):

   git clone https://github.com/KinWaiCheuk/nnAudio
  

• PyPi (📥 32K / month · 📦 1 · ⏱️ 24.12.2021):

   pip install nnAudio
  

Show 9 hidden projects...

• aubio (🥈28 · ⭐ 2.8K · 💤) - a library for audio and music analysis. ❗️GPL-3.0
• Essentia (🥉27 · ⭐ 2.2K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
• python_speech_features (🥉24 · ⭐ 2.1K · 💀) - This library provides common speech features for ASR.. MIT
• Dejavu (🥉23 · ⭐ 5.8K · 💀) - Audio fingerprinting and recognition in Python. MIT
• TimeSide (🥉22 · ⭐ 320) - Scalable audio processing framework written in Python with a.. ❗️AGPL-3.0
• TTS (🥉21 · ⭐ 6.1K · 💀) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
• Julius (🥉17 · ⭐ 280 · 💤) - Fast PyTorch based DSP for audio and 1D signals. MIT
• Muda (🥉17 · ⭐ 210 · 💀) - A library for augmenting annotated audio data. ISC
• textlesslib (🥉9 · ⭐ 360 · 🐣) - Library for Textless Spoken Language Processing. MIT

Geospatial Data

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

pydeck (🥇42 · ⭐ 10K) - WebGL2 powered visualization framework. MIT

• GitHub (👨‍💻 200 · 🔀 1.8K · 📦 4.4K · 📋 2.5K - 6% open · ⏱️ 01.08.2022):

   git clone https://github.com/visgl/deck.gl
  

• PyPi (📥 860K / month · 📦 24 · ⏱️ 25.10.2021):

   pip install pydeck
  

• Conda (📥 150K · ⏱️ 26.10.2021):

   conda install -c conda-forge pydeck
  

• npm (📥 280K / month · 📦 390 · ⏱️ 28.07.2022):

   npm install deck.gl
  

Rasterio (🥇38 · ⭐ 1.8K) - Rasterio reads and writes geospatial raster datasets. BSD-3

• GitHub (👨‍💻 130 · 🔀 470 · 📥 760 · 📦 5.3K · 📋 1.6K - 9% open · ⏱️ 02.08.2022):

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

• PyPi (📥 650K / month · 📦 800 · ⏱️ 06.07.2022):

   pip install rasterio
  

• Conda (📥 1.7M · ⏱️ 06.07.2022):

   conda install -c conda-forge rasterio
  

Shapely (🥇37 · ⭐ 2.9K) - Manipulation and analysis of geometric objects. BSD-3

• GitHub (👨‍💻 130 · 🔀 470 · 📥 150 · 📦 32K · 📋 910 - 19% open · ⏱️ 03.08.2022):

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

• PyPi (📥 7.7M / month · 📦 3.8K · ⏱️ 03.05.2022):

   pip install shapely
  

• Conda (📥 4.1M · ⏱️ 04.08.2022):

   conda install -c conda-forge shapely
  

GeoPandas (🥈36 · ⭐ 3.2K) - Python tools for geographic data. BSD-3

• GitHub (👨‍💻 180 · 🔀 730 · 📥 1.6K · 📦 15K · 📋 1.4K - 31% open · ⏱️ 04.08.2022):

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

• PyPi (📥 2.7M / month · 📦 1.2K · ⏱️ 21.06.2022):

   pip install geopandas
  

• Conda (📥 1.8M · ⏱️ 24.07.2022):

   conda install -c conda-forge geopandas
  

geopy (🥈35 · ⭐ 3.7K) - Geocoding library for Python. MIT

• GitHub (👨‍💻 130 · 🔀 590 · 📦 41K · 📋 270 - 13% open · ⏱️ 31.07.2022):

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

• PyPi (📥 5.4M / month · 📦 3.9K · ⏱️ 11.07.2021):

   pip install geopy
  

• Conda (📥 760K · ⏱️ 12.07.2021):

   conda install -c conda-forge geopy
  

pyproj (🥈35 · ⭐ 770) - Python interface to PROJ (cartographic projections and coordinate.. MIT

• GitHub (👨‍💻 51 · 🔀 180 · 📦 15K · 📋 500 - 2% open · ⏱️ 03.08.2022):

   git clone https://github.com/pyproj4/pyproj
  

• PyPi (📥 4.8M / month · 📦 1.7K · ⏱️ 22.04.2022):

   pip install pyproj
  

• Conda (📥 3.9M · ⏱️ 17.06.2022):

   conda install -c conda-forge pyproj
  

folium (🥈34 · ⭐ 5.8K · 📉) - Python Data. Leaflet.js Maps. MIT

• GitHub (👨‍💻 130 · 🔀 2.1K · 📦 17K · 📋 950 - 23% open · ⏱️ 06.05.2022):

   git clone https://github.com/python-visualization/folium
  

• PyPi (📥 880K / month · 📦 660 · ⏱️ 19.11.2021):

   pip install folium
  

• Conda (📥 980K · ⏱️ 03.12.2021):

   conda install -c conda-forge folium