lukasmasuch/best-of-ml-python — Star 增长与排名

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

Best-of Machine Learning with Python
  






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





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This curated list contains 920 awesome open-source projects with a total of 5.1M 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!

 🧙‍♂️&nbsp; Discover other [best-of lists](https://best-of.org) or create [your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).  

📫&nbsp; Subscribe to our [newsletter](https://mltooling.substack.com/subscribe) for updates and trending projects.

Machine Learning Frameworks 64 projects
Data Visualization 55 projects
Text Data & NLP 103 projects
Image Data 64 projects
Graph Data 36 projects
Audio Data 29 projects
Geospatial Data 22 projects
Financial Data 25 projects
Time Series Data 29 projects
Medical Data 19 projects
Tabular Data 6 projects
Optical Character Recognition 12 projects
Data Containers & Structures 1 projects
Data Loading & Extraction 1 projects
Web Scraping & Crawling 1 projects
Data Pipelines & Streaming 2 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 40 projects
Model Serialization & Deployment 20 projects
Model Interpretability 55 projects
Vector Similarity Search (ANN) 13 projects
Probabilistics & Statistics 24 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 66 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.

Tensorflow (🥇56 · ⭐ 200K) - An Open Source Machine Learning Framework for Everyone. Apache-2

GitHub (👨‍💻 5K · 🔀 75K · 📦 540K · 📋 42K - 4% open · ⏱️ 30.10.2025):
```
git clone https://github.com/tensorflow/tensorflow
```
PyPi (📥 26M / month · 📦 9.6K · ⏱️ 13.08.2025):
```
pip install tensorflow
```

Conda (📥 6M · ⏱️ 27.10.2025):

conda install -c conda-forge tensorflow

Docker Hub (📥 81M · ⭐ 2.8K · ⏱️ 30.10.2025):
```
docker pull tensorflow/tensorflow
```

PyTorch (🥇56 · ⭐ 94K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3

GitHub (👨‍💻 6K · 🔀 26K · 📥 110K · 📦 830K · 📋 56K - 30% open · ⏱️ 30.10.2025):
```
git clone https://github.com/pytorch/pytorch
```
PyPi (📥 70M / month · 📦 30K · ⏱️ 15.10.2025):
```
pip install torch
```
Conda (📥 29M · ⏱️ 25.03.2025):
```
conda install -c pytorch pytorch
```

scikit-learn (🥇53 · ⭐ 64K) - scikit-learn: machine learning in Python. BSD-3

GitHub (👨‍💻 3.4K · 🔀 26K · 📥 1.1K · 📦 1.3M · 📋 12K - 17% open · ⏱️ 30.10.2025):
```
git clone https://github.com/scikit-learn/scikit-learn
```
PyPi (📥 140M / month · 📦 35K · ⏱️ 09.09.2025):
```
pip install scikit-learn
```

Conda (📥 40M · ⏱️ 09.09.2025):

conda install -c conda-forge scikit-learn

Keras (🥇50 · ⭐ 64K) - Deep Learning for humans. Apache-2

GitHub (👨‍💻 1.4K · 🔀 20K · 📦 300K · 📋 13K - 2% open · ⏱️ 30.10.2025):
```
git clone https://github.com/keras-team/keras
```
PyPi (📥 19M / month · 📦 2K · ⏱️ 27.10.2025):
```
pip install keras
```
Conda (📥 4.5M · ⏱️ 28.10.2025):
```
conda install -c conda-forge keras
```

XGBoost (🥇46 · ⭐ 28K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2

GitHub (👨‍💻 670 · 🔀 8.8K · 📥 20K · 📦 170K · 📋 5.6K - 8% open · ⏱️ 30.10.2025):
```
git clone https://github.com/dmlc/xgboost
```
PyPi (📥 31M / month · 📦 2.9K · ⏱️ 21.10.2025):
```
pip install xgboost
```
Conda (📥 6.6M · ⏱️ 16.09.2025):
```
conda install -c conda-forge xgboost
```

PaddlePaddle (🥇46 · ⭐ 23K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2

GitHub (👨‍💻 1.5K · 🔀 5.9K · 📥 15K · 📦 8.8K · 📋 20K - 8% open · ⏱️ 30.10.2025):
```
git clone https://github.com/PaddlePaddle/Paddle
```
PyPi (📥 1.6M / month · 📦 280 · ⏱️ 30.10.2025):
```
pip install paddlepaddle
```

jax (🥇45 · ⭐ 34K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2

GitHub (👨‍💻 980 · 🔀 3.2K · 📦 47K · 📋 6.6K - 24% open · ⏱️ 30.10.2025):
```
git clone https://github.com/google/jax
```
PyPi (📥 12M / month · 📦 3.1K · ⏱️ 15.10.2025):
```
pip install jax
```
Conda (📥 3.2M · ⏱️ 06.10.2025):
```
conda install -c conda-forge jaxlib
```

pytorch-lightning (🥇45 · ⭐ 30K) - Pretrain, finetune ANY AI model of ANY size on 1 or.. Apache-2

GitHub (👨‍💻 1K · 🔀 3.6K · 📥 15K · 📦 48K · 📋 7.4K - 11% open · ⏱️ 29.10.2025):
```
git clone https://github.com/Lightning-AI/lightning
```
PyPi (📥 9.8M / month · 📦 1.8K · ⏱️ 05.09.2025):
```
pip install pytorch-lightning
```

Conda (📥 1.7M · ⏱️ 05.09.2025):

conda install -c conda-forge pytorch-lightning

StatsModels (🥇45 · ⭐ 11K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3

GitHub (👨‍💻 470 · 🔀 3.3K · 📥 36 · 📦 180K · 📋 5.8K - 50% open · ⏱️ 22.10.2025):
```
git clone https://github.com/statsmodels/statsmodels
```
PyPi (📥 24M / month · 📦 5.6K · ⏱️ 07.07.2025):
```
pip install statsmodels
```

Conda (📥 22M · ⏱️ 01.10.2025):

conda install -c conda-forge statsmodels

PySpark (🥈44 · ⭐ 42K) - Apache Spark Python API. Apache-2

GitHub (👨‍💻 3.3K · 🔀 29K · ⏱️ 30.10.2025):
```
git clone https://github.com/apache/spark
```
PyPi (📥 47M / month · 📦 2.1K · ⏱️ 30.10.2025):
```
pip install pyspark
```
Conda (📥 4.2M · ⏱️ 08.09.2025):
```
conda install -c conda-forge pyspark
```

LightGBM (🥈42 · ⭐ 18K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT

GitHub (👨‍💻 330 · 🔀 3.9K · 📥 310K · 📦 56K · 📋 3.6K - 12% open · ⏱️ 28.10.2025):
```
git clone https://github.com/microsoft/LightGBM
```
PyPi (📥 11M / month · 📦 1.6K · ⏱️ 15.02.2025):
```
pip install lightgbm
```
Conda (📥 4.1M · ⏱️ 20.10.2025):
```
conda install -c conda-forge lightgbm
```

Catboost (🥈42 · ⭐ 8.6K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2

GitHub (👨‍💻 1.4K · 🔀 1.2K · 📥 460K · 📦 19 · 📋 2.5K - 25% open · ⏱️ 30.10.2025):
```
git clone https://github.com/catboost/catboost
```
PyPi (📥 5.1M / month · 📦 650 · ⏱️ 13.04.2025):
```
pip install catboost
```
Conda (📥 2.2M · ⏱️ 09.08.2025):
```
conda install -c conda-forge catboost
```

Fastai (🥈41 · ⭐ 28K) - The fastai deep learning library. Apache-2

GitHub (👨‍💻 680 · 🔀 7.6K · 📦 23K · 📋 1.9K - 14% open · ⏱️ 26.10.2025):
```
git clone https://github.com/fastai/fastai
```
PyPi (📥 640K / month · 📦 340 · ⏱️ 26.10.2025):
```
pip install fastai
```

PyFlink (🥈39 · ⭐ 25K) - Apache Flink Python API. Apache-2

GitHub (👨‍💻 2.1K · 🔀 14K · 📦 21 · ⏱️ 30.10.2025):
```
git clone https://github.com/apache/flink
```
PyPi (📥 450K / month · 📦 38 · ⏱️ 28.10.2025):
```
pip install apache-flink
```

Flax (🥈38 · ⭐ 6.9K) - Flax is a neural network library for JAX that is designed for.. Apache-2

GitHub (👨‍💻 280 · 🔀 740 · 📥 61 · 📦 15K · 📋 1.3K - 33% open · ⏱️ 27.10.2025):
```
git clone https://github.com/google/flax
```
PyPi (📥 2M / month · 📦 740 · ⏱️ 25.09.2025):
```
pip install flax
```
Conda (📥 130K · ⏱️ 27.10.2025):
```
conda install -c conda-forge flax
```

Ignite (🥈36 · ⭐ 4.7K) - High-level library to help with training and evaluating neural.. BSD-3

GitHub (👨‍💻 1K · 🔀 660 · 📦 3.9K · 📋 1.4K - 10% open · ⏱️ 16.10.2025):
```
git clone https://github.com/pytorch/ignite
```
PyPi (📥 170K / month · 📦 120 · ⏱️ 30.10.2025):
```
pip install pytorch-ignite
```
Conda (📥 250K · ⏱️ 16.10.2025):
```
conda install -c pytorch ignite
```

einops (🥈35 · ⭐ 9.2K) - Flexible and powerful tensor operations for readable and reliable code.. MIT

GitHub (👨‍💻 34 · 🔀 380 · 📦 82K · 📋 200 - 17% open · ⏱️ 12.08.2025):
```
git clone https://github.com/arogozhnikov/einops
```
PyPi (📥 15M / month · 📦 2.6K · ⏱️ 09.02.2025):
```
pip install einops
```
Conda (📥 470K · ⏱️ 22.04.2025):
```
conda install -c conda-forge einops
```

ivy (🥈34 · ⭐ 14K) - Convert Machine Learning Code Between Frameworks. Apache-2

GitHub (👨‍💻 1.5K · 🔀 5.6K · 📋 17K - 5% open · ⏱️ 10.10.2025):
```
git clone https://github.com/unifyai/ivy
```
PyPi (📥 33K / month · 📦 16 · ⏱️ 16.06.2025):
```
pip install ivy
```

Jina (🥈33 · ⭐ 22K · 💤) - Build multimodal AI applications with cloud-native stack. Apache-2

GitHub (👨‍💻 180 · 🔀 2.2K · ⏱️ 24.03.2025):
```
git clone https://github.com/jina-ai/jina
```
PyPi (📥 120K / month · 📦 29 · ⏱️ 24.03.2025):
```
pip install jina
```
Conda (📥 110K · ⏱️ 22.04.2025):
```
conda install -c conda-forge jina-core
```
Docker Hub (📥 1.8M · ⭐ 9 · ⏱️ 24.03.2025):
```
docker pull jinaai/jina
```

mlpack (🥈33 · ⭐ 5.5K) - mlpack: a fast, header-only C++ machine learning library. BSD-3

GitHub (👨‍💻 340 · 🔀 1.7K · 📋 1.7K - 1% open · ⏱️ 27.10.2025):
```
git clone https://github.com/mlpack/mlpack
```
PyPi (📥 4.7K / month · 📦 6 · ⏱️ 22.05.2025):
```
pip install mlpack
```
Conda (📥 410K · ⏱️ 22.04.2025):
```
conda install -c conda-forge mlpack
```

Thinc (🥈33 · ⭐ 2.9K · 💤) - A refreshing functional take on deep learning, compatible with your.. MIT

GitHub (👨‍💻 67 · 🔀 280 · 📥 2K · 📦 70K · 📋 160 - 14% open · ⏱️ 07.03.2025):
```
git clone https://github.com/explosion/thinc
```
PyPi (📥 17M / month · 📦 160 · ⏱️ 04.04.2025):
```
pip install thinc
```
Conda (📥 3.9M · ⏱️ 06.07.2025):
```
conda install -c conda-forge thinc
```

Ludwig (🥉32 · ⭐ 12K · 💤) - Low-code framework for building custom LLMs, neural networks,.. Apache-2

GitHub (👨‍💻 160 · 🔀 1.2K · 📦 340 · 📋 1.1K - 4% open · ⏱️ 17.10.2024):
```
git clone https://github.com/ludwig-ai/ludwig
```
PyPi (📥 3.8K / month · 📦 6 · ⏱️ 30.07.2024):
```
pip install ludwig
```

skorch (🥉32 · ⭐ 6.1K) - A scikit-learn compatible neural network library that wraps.. BSD-3

GitHub (👨‍💻 68 · 🔀 400 · 📦 1.7K · 📋 540 - 12% open · ⏱️ 23.10.2025):
```
git clone https://github.com/skorch-dev/skorch
```
PyPi (📥 150K / month · 📦 110 · ⏱️ 08.08.2025):
```
pip install skorch
```
Conda (📥 810K · ⏱️ 08.08.2025):
```
conda install -c conda-forge skorch
```

Sonnet (🥉31 · ⭐ 9.9K) - TensorFlow-based neural network library. Apache-2

GitHub (👨‍💻 61 · 🔀 1.3K · 📦 1.5K · 📋 190 - 16% open · ⏱️ 04.08.2025):
```
git clone https://github.com/deepmind/sonnet
```
PyPi (📥 35K / month · 📦 19 · ⏱️ 02.01.2024):
```
pip install dm-sonnet
```
Conda (📥 47K · ⏱️ 22.04.2025):
```
conda install -c conda-forge sonnet
```

Haiku (🥉31 · ⭐ 3.1K · 📉) - JAX-based neural network library. Apache-2

GitHub (👨‍💻 90 · 🔀 260 · 📦 2.6K · 📋 250 - 29% open · ⏱️ 29.09.2025):
```
git clone https://github.com/deepmind/dm-haiku
```
PyPi (📥 260K / month · 📦 200 · ⏱️ 18.09.2025):
```
pip install dm-haiku
```
Conda (📥 44K · ⏱️ 19.09.2025):
```
conda install -c conda-forge dm-haiku
```

tensorflow-upstream (🥉31 · ⭐ 700) - TensorFlow ROCm port. Apache-2

GitHub (👨‍💻 5K · 🔀 100 · 📥 31 · 📋 400 - 3% open · ⏱️ 29.10.2025):
```
git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
```
PyPi (📥 1.7K / month · 📦 9 · ⏱️ 10.01.2024):
```
pip install tensorflow-rocm
```

Geomstats (🥉30 · ⭐ 1.4K) - Computations and statistics on manifolds with geometric structures. MIT

GitHub (👨‍💻 97 · 🔀 260 · 📦 150 · 📋 570 - 36% open · ⏱️ 06.10.2025):
```
git clone https://github.com/geomstats/geomstats
```
PyPi (📥 15K / month · 📦 12 · ⏱️ 09.09.2024):
```
pip install geomstats
```
Conda (📥 8.2K · ⏱️ 22.04.2025):
```
conda install -c conda-forge geomstats
```

pyRiemann (🥉28 · ⭐ 700) - Machine learning for multivariate data through the Riemannian.. BSD-3

GitHub (👨‍💻 38 · 🔀 170 · 📦 480 · 📋 110 - 2% open · ⏱️ 29.10.2025):
```
git clone https://github.com/pyRiemann/pyRiemann
```
PyPi (📥 75K / month · 📦 31 · ⏱️ 23.07.2025):
```
pip install pyriemann
```
Conda (📥 16K · ⏱️ 23.07.2025):
```
conda install -c conda-forge pyriemann
```

NuPIC (🥉27 · ⭐ 6.4K · 💤) - Numenta Platform for Intelligent Computing is an implementation of.. MIT

GitHub (👨‍💻 120 · 🔀 1.5K · 📥 26 · 📦 21 · 📋 1.8K - 25% open · ⏱️ 03.12.2024):
```
git clone https://github.com/numenta/nupic
```
PyPi (📥 510 / month · ⏱️ 01.09.2016):
```
pip install nupic
```

Determined (🥉26 · ⭐ 3.2K · 💤) - Determined is an open-source machine learning.. Apache-2

GitHub (👨‍💻 120 · 🔀 360 · 📥 7.8K · 📋 450 - 22% open · ⏱️ 20.03.2025):
```
git clone https://github.com/determined-ai/determined
```
PyPi (📥 33K / month · 📦 4 · ⏱️ 19.03.2025):
```
pip install determined
```

Neural Network Libraries (🥉26 · ⭐ 2.8K) - Neural Network Libraries. Apache-2

GitHub (👨‍💻 76 · 🔀 340 · 📥 1K · 📋 95 - 36% open · ⏱️ 29.08.2025):
```
git clone https://github.com/sony/nnabla
```
PyPi (📥 1.6K / month · 📦 44 · ⏱️ 29.05.2024):
```
pip install nnabla
```

deepinv (🥉26 · ⭐ 540) - DeepInverse: a PyTorch library for solving imaging inverse problems.. BSD-3

GitHub (👨‍💻 53 · 🔀 120 · 📥 24 · 📦 23 · 📋 350 - 33% open · ⏱️ 29.10.2025):
```
git clone https://github.com/deepinv/deepinv
```
PyPi (📥 2.4K / month · ⏱️ 08.10.2025):
```
pip install deepinv
```

Towhee (🥉23 · ⭐ 3.4K · 💤) - Towhee is a framework that is dedicated to making neural data.. Apache-2

GitHub (👨‍💻 38 · 🔀 260 · 📥 2.7K · 📋 670 - 0% open · ⏱️ 18.10.2024):
```
git clone https://github.com/towhee-io/towhee
```
PyPi (📥 1.3K / month · ⏱️ 04.12.2023):
```
pip install towhee
```

fklearn (🥉22 · ⭐ 1.5K) - fklearn: Functional Machine Learning. Apache-2

GitHub (👨‍💻 56 · 🔀 170 · 📦 16 · 📋 64 - 60% open · ⏱️ 23.04.2025):
```
git clone https://github.com/nubank/fklearn
```
PyPi (📥 750 / month · ⏱️ 26.02.2025):
```
pip install fklearn
```

Runhouse (🥉21 · ⭐ 1.1K) - Distribute and run AI workloads magically in Python, like PyTorch.. Apache-2

GitHub (👨‍💻 16 · 🔀 41 · 📥 79 · ⏱️ 29.10.2025):
```
git clone https://github.com/run-house/runhouse
```
PyPi (📥 4.5K / month · 📦 1 · ⏱️ 10.03.2025):
```
pip install runhouse
```

NeoML (🥉19 · ⭐ 790) - Machine learning framework for both deep learning and traditional.. Apache-2

GitHub (👨‍💻 41 · 🔀 130 · 📦 2 · 📋 91 - 40% open · ⏱️ 28.10.2025):
```
git clone https://github.com/neoml-lib/neoml
```
PyPi (📥 190 / month · ⏱️ 26.12.2023):
```
pip install neoml
```

chefboost (🥉19 · ⭐ 480) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT

GitHub (👨‍💻 7 · 🔀 100 · 📦 72 · ⏱️ 09.07.2025):
```
git clone https://github.com/serengil/chefboost
```
PyPi (📥 770 / month · ⏱️ 30.10.2024):
```
pip install chefboost
```

ThunderGBM (🥉18 · ⭐ 710 · 💤) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2

GitHub (👨‍💻 12 · 🔀 88 · 📦 4 · 📋 81 - 48% open · ⏱️ 19.03.2025):
```
git clone https://github.com/Xtra-Computing/thundergbm
```
PyPi (📥 220 / month · ⏱️ 19.09.2022):
```
pip install thundergbm
```

Show 26 hidden projects...

dlib (🥈40 · ⭐ 14K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
MXNet (🥈38 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
Theano (🥈37 · ⭐ 10K · 💀) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
MindsDB (🥈33 · ⭐ 37K) - Federated query engine for AI - The only MCP Server youll ever need. ❗️ICU
Vowpal Wabbit (🥈33 · ⭐ 8.6K · 💀) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
Chainer (🥈33 · ⭐ 5.9K · 💀) - A flexible framework of neural networks for deep learning. MIT
Turi Create (🥉32 · ⭐ 11K · 💀) - Turi Create simplifies the development of custom machine.. BSD-3
tensorpack (🥉32 · ⭐ 6.3K · 💀) - A Neural Net Training Interface on TensorFlow, with.. Apache-2
TFlearn (🥉31 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. MIT
dyNET (🥉31 · ⭐ 3.4K · 💀) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
CNTK (🥉29 · ⭐ 18K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
Lasagne (🥉28 · ⭐ 3.9K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
SHOGUN (🥉26 · ⭐ 3.1K · 💀) - Unified and efficient Machine Learning. BSD-3
ktrain (🥉26 · ⭐ 1.3K · 💀) - ktrain is a Python library that makes deep learning and AI.. Apache-2
NeuPy (🥉25 · ⭐ 740 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
xLearn (🥉24 · ⭐ 3.1K · 💀) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
EvaDB (🥉24 · ⭐ 2.7K · 💀) - Database system for AI-powered apps. Apache-2
neon (🥉22 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best.. Apache-2
ThunderSVM (🥉22 · ⭐ 1.6K · 💀) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
Torchbearer (🥉22 · ⭐ 640 · 💀) - torchbearer: A model fitting library for PyTorch. MIT
mace (🥉21 · ⭐ 5K · 💀) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
Neural Tangents (🥉21 · ⭐ 2.4K · 💀) - Fast and Easy Infinite Neural Networks in Python. Apache-2
Objax (🥉20 · ⭐ 770 · 💀) - Objax is a machine learning framework that provides an Object.. Apache-2
elegy (🥉19 · ⭐ 480 · 💀) - A High Level API for Deep Learning in JAX. MIT
StarSpace (🥉16 · ⭐ 4K · 💀) - Learning embeddings for classification, retrieval and ranking. MIT
nanodl (🥉14 · ⭐ 300 · 💀) - A Jax-based library for building transformers, includes.. MIT

Data Visualization

General-purpose and task-specific data visualization libraries.

Matplotlib (🥇49 · ⭐ 22K) - matplotlib: plotting with Python. ❗Unlicensed

GitHub (👨‍💻 1.9K · 🔀 8.1K · 📦 1.9M · 📋 11K - 14% open · ⏱️ 30.10.2025):
```
git clone https://github.com/matplotlib/matplotlib
```
PyPi (📥 120M / month · 📦 68K · ⏱️ 09.10.2025):
```
pip install matplotlib
```

Conda (📥 33M · ⏱️ 15.10.2025):

conda install -c conda-forge matplotlib

Plotly (🥇47 · ⭐ 18K) - The interactive graphing library for Python. MIT

GitHub (👨‍💻 300 · 🔀 2.7K · 📥 550 · 📦 460K · 📋 3.3K - 21% open · ⏱️ 28.10.2025):
```
git clone https://github.com/plotly/plotly.py
```
PyPi (📥 37M / month · 📦 9.7K · ⏱️ 02.10.2025):
```
pip install plotly
```
Conda (📥 12M · ⏱️ 03.10.2025):
```
conda install -c conda-forge plotly
```
npm (📥 2.8K / month · 📦 9 · ⏱️ 12.01.2021):
```
npm install plotlywidget
```

dash (🥇45 · ⭐ 24K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT

GitHub (👨‍💻 190 · 🔀 2.2K · 📥 120 · 📦 89K · 📋 2.1K - 27% open · ⏱️ 21.10.2025):
```
git clone https://github.com/plotly/dash
```
PyPi (📥 5.5M / month · 📦 1.9K · ⏱️ 22.10.2025):
```
pip install dash
```
Conda (📥 2.1M · ⏱️ 11.08.2025):
```
conda install -c conda-forge dash
```

Bokeh (🥇45 · ⭐ 20K) - Interactive Data Visualization in the browser, from Python. BSD-3

GitHub (👨‍💻 720 · 🔀 4.2K · 📦 100K · 📋 8.1K - 10% open · ⏱️ 28.10.2025):
```
git clone https://github.com/bokeh/bokeh
```
PyPi (📥 5M / month · 📦 2.2K · ⏱️ 13.10.2025):
```
pip install bokeh
```
Conda (📥 18M · ⏱️ 30.08.2025):
```
conda install -c conda-forge bokeh
```

Seaborn (🥇42 · ⭐ 14K) - Statistical data visualization in Python. BSD-3

GitHub (👨‍💻 220 · 🔀 2K · 📥 510 · 📦 700K · 📋 2.6K - 6% open · ⏱️ 10.07.2025):
```
git clone https://github.com/mwaskom/seaborn
```
PyPi (📥 31M / month · 📦 11K · ⏱️ 25.01.2024):
```
pip install seaborn
```
Conda (📥 15M · ⏱️ 22.04.2025):
```
conda install -c conda-forge seaborn
```

Altair (🥇41 · ⭐ 10K) - Declarative visualization library for Python. BSD-3

GitHub (👨‍💻 180 · 🔀 800 · 📥 280 · 📦 240K · 📋 2.1K - 6% open · ⏱️ 27.10.2025):
```
git clone https://github.com/altair-viz/altair
```
PyPi (📥 37M / month · 📦 920 · ⏱️ 23.11.2024):
```
pip install altair
```
Conda (📥 3M · ⏱️ 22.04.2025):
```
conda install -c conda-forge altair
```

FiftyOne (🥈39 · ⭐ 10K) - Visualize, create, and debug image and video datasets.. Apache-2

GitHub (👨‍💻 160 · 🔀 680 · 📦 1K · 📋 1.8K - 35% open · ⏱️ 29.10.2025):
```
git clone https://github.com/voxel51/fiftyone
```
PyPi (📥 170K / month · 📦 36 · ⏱️ 20.10.2025):
```
pip install fiftyone
```

Graphviz (🥈39 · ⭐ 1.8K) - Simple Python interface for Graphviz. MIT

GitHub (👨‍💻 24 · 🔀 220 · 📦 95K · 📋 190 - 6% open · ⏱️ 26.10.2025):
```
git clone https://github.com/xflr6/graphviz
```
PyPi (📥 26M / month · 📦 3.2K · ⏱️ 15.06.2025):
```
pip install graphviz
```

Conda (📥 59K · ⏱️ 22.04.2025):

conda install -c anaconda python-graphviz

PyVista (🥈38 · ⭐ 3.3K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT

GitHub (👨‍💻 190 · 🔀 590 · 📥 960 · 📦 5.2K · 📋 2K - 35% open · ⏱️ 28.10.2025):
```
git clone https://github.com/pyvista/pyvista
```
PyPi (📥 1M / month · 📦 820 · ⏱️ 26.08.2025):
```
pip install pyvista
```
Conda (📥 810K · ⏱️ 10.10.2025):
```
conda install -c conda-forge pyvista
```

HoloViews (🥈38 · ⭐ 2.8K) - With Holoviews, your data visualizes itself. BSD-3

GitHub (👨‍💻 150 · 🔀 410 · 📦 17K · 📋 3.4K - 31% open · ⏱️ 29.10.2025):
```
git clone https://github.com/holoviz/holoviews
```
PyPi (📥 820K / month · 📦 490 · ⏱️ 29.10.2025):
```
pip install holoviews
```
Conda (📥 2.4M · ⏱️ 25.06.2025):
```
conda install -c conda-forge holoviews
```
npm (📥 380 / month · 📦 7 · ⏱️ 20.06.2025):
```
npm install @pyviz/jupyterlab_pyviz
```

pyecharts (🥈37 · ⭐ 16K) - Python Echarts Plotting Library. MIT

GitHub (👨‍💻 45 · 🔀 2.9K · 📥 75 · 📦 5.5K · 📋 1.9K - 0% open · ⏱️ 10.10.2025):
```
git clone https://github.com/pyecharts/pyecharts
```
PyPi (📥 530K / month · 📦 280 · ⏱️ 10.10.2025):
```
pip install pyecharts
```

PyQtGraph (🥈37 · ⭐ 4.2K) - Fast data visualization and GUI tools for scientific / engineering.. MIT

GitHub (👨‍💻 300 · 🔀 1.1K · 📦 13K · 📋 1.4K - 31% open · ⏱️ 02.10.2025):
```
git clone https://github.com/pyqtgraph/pyqtgraph
```
PyPi (📥 560K / month · 📦 1K · ⏱️ 29.04.2024):
```
pip install pyqtgraph
```
Conda (📥 880K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pyqtgraph
```

pandas-profiling (🥈35 · ⭐ 13K) - 1 Line of code data quality profiling & exploratory.. MIT

GitHub (👨‍💻 140 · 🔀 1.7K · 📥 490 · 📦 6.9K · 📋 850 - 30% open · ⏱️ 19.09.2025):
```
git clone https://github.com/ydataai/pandas-profiling
```
PyPi (📥 330K / month · 📦 180 · ⏱️ 03.02.2023):
```
pip install pandas-profiling
```

Conda (📥 590K · ⏱️ 22.04.2025):

conda install -c conda-forge pandas-profiling

plotnine (🥈35 · ⭐ 4.4K) - A Grammar of Graphics for Python. MIT

GitHub (👨‍💻 110 · 🔀 240 · 📦 13K · 📋 750 - 10% open · ⏱️ 16.10.2025):
```
git clone https://github.com/has2k1/plotnine
```
PyPi (📥 2.2M / month · 📦 400 · ⏱️ 15.07.2025):
```
pip install plotnine
```
Conda (📥 560K · ⏱️ 15.07.2025):
```
conda install -c conda-forge plotnine
```

cartopy (🥈35 · ⭐ 1.5K) - Cartopy - a cartographic python library with matplotlib support. BSD-3

GitHub (👨‍💻 140 · 🔀 390 · 📦 8.1K · 📋 1.3K - 23% open · ⏱️ 30.10.2025):
```
git clone https://github.com/SciTools/cartopy
```
PyPi (📥 810K / month · 📦 970 · ⏱️ 01.08.2025):
```
pip install cartopy
```
Conda (📥 5.6M · ⏱️ 27.10.2025):
```
conda install -c conda-forge cartopy
```

VisPy (🥈34 · ⭐ 3.5K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3

GitHub (👨‍💻 210 · 🔀 620 · 📦 2.1K · 📋 1.5K - 25% open · ⏱️ 13.10.2025):
```
git clone https://github.com/vispy/vispy
```
PyPi (📥 190K / month · 📦 200 · ⏱️ 19.05.2025):
```
pip install vispy
```
Conda (📥 980K · ⏱️ 30.08.2025):
```
conda install -c conda-forge vispy
```
npm (📥 12 / month · 📦 3 · ⏱️ 15.03.2020):
```
npm install vispy
```

datashader (🥈34 · ⭐ 3.5K) - Quickly and accurately render even the largest data. BSD-3

GitHub (👨‍💻 63 · 🔀 380 · 📦 6.3K · 📋 620 - 24% open · ⏱️ 09.10.2025):
```
git clone https://github.com/holoviz/datashader
```
PyPi (📥 280K / month · 📦 250 · ⏱️ 05.08.2025):
```
pip install datashader
```

Conda (📥 1.6M · ⏱️ 05.08.2025):

conda install -c conda-forge datashader

lets-plot (🥈34 · ⭐ 1.7K) - Multiplatform plotting library based on the Grammar of Graphics. MIT

GitHub (👨‍💻 21 · 🔀 54 · 📥 3.4K · 📦 190 · 📋 740 - 21% open · ⏱️ 30.10.2025):
```
git clone https://github.com/JetBrains/lets-plot
```
PyPi (📥 120K / month · 📦 16 · ⏱️ 12.09.2025):
```
pip install lets-plot
```

wordcloud (🥈33 · ⭐ 10K) - A little word cloud generator in Python. MIT

GitHub (👨‍💻 75 · 🔀 2.3K · 📦 21 · 📋 560 - 24% open · ⏱️ 31.08.2025):
```
git clone https://github.com/amueller/word_cloud
```
PyPi (📥 2M / month · 📦 550 · ⏱️ 10.11.2024):
```
pip install wordcloud
```
Conda (📥 790K · ⏱️ 03.09.2025):
```
conda install -c conda-forge wordcloud
```

Perspective (🥈33 · ⭐ 9.5K) - A data visualization and analytics component, especially.. Apache-2

GitHub (👨‍💻 100 · 🔀 1.2K · 📥 12K · 📦 190 · 📋 890 - 12% open · ⏱️ 29.10.2025):
```
git clone https://github.com/finos/perspective
```
PyPi (📥 17K / month · 📦 31 · ⏱️ 28.10.2025):
```
pip install perspective-python
```

Conda (📥 2.4M · ⏱️ 28.10.2025):

conda install -c conda-forge perspective

npm (📥 600 / month · 📦 6 · ⏱️ 03.09.2025):
```
npm install @finos/perspective-jupyterlab
```

UMAP (🥈33 · ⭐ 8K) - Uniform Manifold Approximation and Projection. BSD-3

GitHub (👨‍💻 140 · 🔀 850 · 📦 1 · 📋 860 - 59% open · ⏱️ 26.10.2025):
```
git clone https://github.com/lmcinnes/umap
```
PyPi (📥 2.7M / month · 📦 1.3K · ⏱️ 03.07.2025):
```
pip install umap-learn
```

Conda (📥 3.2M · ⏱️ 03.07.2025):

conda install -c conda-forge umap-learn

hvPlot (🥈32 · ⭐ 1.3K) - A high-level plotting API for pandas, dask, xarray, and networkx built.. BSD-3

GitHub (👨‍💻 52 · 🔀 110 · 📦 7.3K · 📋 940 - 41% open · ⏱️ 24.10.2025):
```
git clone https://github.com/holoviz/hvplot
```
PyPi (📥 310K / month · 📦 270 · ⏱️ 29.08.2025):
```
pip install hvplot
```
Conda (📥 860K · ⏱️ 04.09.2025):
```
conda install -c conda-forge hvplot
```

mpld3 (🥉31 · ⭐ 2.4K · 📉) - An interactive data visualization tool which brings matplotlib.. BSD-3

GitHub (👨‍💻 54 · 🔀 360 · 📦 7.6K · 📋 370 - 59% open · ⏱️ 27.07.2025):
```
git clone https://github.com/mpld3/mpld3
```
PyPi (📥 440K / month · 📦 160 · ⏱️ 27.07.2025):
```
pip install mpld3
```
Conda (📥 280K · ⏱️ 28.07.2025):
```
conda install -c conda-forge mpld3
```
npm (📥 900 / month · 📦 11 · ⏱️ 27.07.2025):
```
npm install mpld3
```

bqplot (🥉30 · ⭐ 3.7K) - Plotting library for IPython/Jupyter notebooks. Apache-2

GitHub (👨‍💻 66 · 🔀 480 · 📦 62 · 📋 650 - 42% open · ⏱️ 25.08.2025):
```
git clone https://github.com/bqplot/bqplot
```
PyPi (📥 230K / month · 📦 110 · ⏱️ 21.05.2025):
```
pip install bqplot
```
Conda (📥 1.9M · ⏱️ 02.09.2025):
```
conda install -c conda-forge bqplot
```
npm (📥 3K / month · 📦 21 · ⏱️ 03.09.2025):
```
npm install bqplot
```

D-Tale (🥉29 · ⭐ 5K) - Visualizer for pandas data structures. ❗️LGPL-2.1

GitHub (👨‍💻 31 · 🔀 430 · 📦 1.5K · 📋 610 - 10% open · ⏱️ 30.07.2025):
```
git clone https://github.com/man-group/dtale
```
PyPi (📥 31K / month · 📦 53 · ⏱️ 30.07.2025):
```
pip install dtale
```
Conda (📥 480K · ⏱️ 30.07.2025):
```
conda install -c conda-forge dtale
```

openTSNE (🥉29 · ⭐ 1.6K · 📈) - Extensible, parallel implementations of t-SNE. BSD-3

GitHub (👨‍💻 14 · 🔀 170 · 📦 1.1K · 📋 150 - 2% open · ⏱️ 27.10.2025):
```
git clone https://github.com/pavlin-policar/openTSNE
```
PyPi (📥 58K / month · 📦 69 · ⏱️ 27.10.2025):
```
pip install opentsne
```
Conda (📥 500K · ⏱️ 27.10.2025):
```
conda install -c conda-forge opentsne
```

Plotly-Resampler (🥉27 · ⭐ 1.2K) - Visualize large time series data with plotly.py. MIT

GitHub (👨‍💻 14 · 🔀 74 · 📦 2K · 📋 190 - 32% open · ⏱️ 03.09.2025):
```
git clone https://github.com/predict-idlab/plotly-resampler
```
PyPi (📥 370K / month · 📦 38 · ⏱️ 29.08.2025):
```
pip install plotly-resampler
```

Conda (📥 140K · ⏱️ 09.10.2025):

conda install -c conda-forge plotly-resampler

HyperTools (🥉26 · ⭐ 1.9K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT

GitHub (👨‍💻 23 · 🔀 160 · 📥 73 · 📦 510 · 📋 200 - 34% open · ⏱️ 10.07.2025):
```
git clone https://github.com/ContextLab/hypertools
```
PyPi (📥 1.1K / month · 📦 2 · ⏱️ 09.07.2025):
```
pip install hypertools
```

data-validation (🥉25 · ⭐ 780) - Library for exploring and validating machine learning.. Apache-2

GitHub (👨‍💻 30 · 🔀 180 · 📥 1K · 📋 190 - 20% open · ⏱️ 23.06.2025):
```
git clone https://github.com/tensorflow/data-validation
```
PyPi (📥 150K / month · 📦 32 · ⏱️ 09.06.2025):
```
pip install tensorflow-data-validation
```

Chartify (🥉24 · ⭐ 3.6K · 💤) - Python library that makes it easy for data scientists to create.. Apache-2

GitHub (👨‍💻 27 · 🔀 340 · 📦 83 · 📋 86 - 62% open · ⏱️ 16.10.2024):
```
git clone https://github.com/spotify/chartify
```
PyPi (📥 1.2K / month · 📦 9 · ⏱️ 16.10.2024):
```
pip install chartify
```
Conda (📥 40K · ⏱️ 22.04.2025):
```
conda install -c conda-forge chartify
```

Popmon (🥉22 · ⭐ 510) - Monitor the stability of a Pandas or Spark dataframe. MIT

GitHub (👨‍💻 19 · 🔀 36 · 📥 280 · 📦 22 · 📋 57 - 28% open · ⏱️ 04.09.2025):
```
git clone https://github.com/ing-bank/popmon
```
PyPi (📥 3.4K / month · 📦 4 · ⏱️ 04.09.2025):
```
pip install popmon
```

vega (🥉22 · ⭐ 390 · 💤) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3

GitHub (👨‍💻 15 · 🔀 65 · 📦 4 · 📋 110 - 14% open · ⏱️ 01.01.2025):
```
git clone https://github.com/vega/ipyvega
```
PyPi (📥 26K / month · 📦 17 · ⏱️ 25.09.2024):
```
pip install vega
```
Conda (📥 940K · ⏱️ 04.10.2025):
```
conda install -c conda-forge vega
```

vegafusion (🥉21 · ⭐ 390) - Serverside scaling for Vega and Altair visualizations. BSD-3

GitHub (👨‍💻 6 · 🔀 26 · 📥 6.6K · 📋 150 - 36% open · ⏱️ 29.09.2025):
```
git clone https://github.com/vegafusion/vegafusion
```
PyPi (📥 770 / month · 📦 2 · ⏱️ 09.05.2024):
```
pip install vegafusion-jupyter
```

Conda (📥 520K · ⏱️ 27.10.2025):

conda install -c conda-forge vegafusion-python-embed

npm (📥 1.9K / month · 📦 3 · ⏱️ 09.05.2024):
```
npm install vegafusion-jupyter
```

Show 22 hidden projects...

missingno (🥉30 · ⭐ 4.2K · 💀) - Missing data visualization module for Python. MIT
Facets Overview (🥉28 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets. Apache-2
Cufflinks (🥉28 · ⭐ 3.1K · 💀) - Productivity Tools for Plotly + Pandas. MIT
pythreejs (🥉27 · ⭐ 980 · 💀) - A Jupyter - Three.js bridge. BSD-3
Sweetviz (🥉26 · ⭐ 3.1K · 💀) - Visualize and compare datasets, target values and associations, with.. MIT
AutoViz (🥉26 · ⭐ 1.9K · 💀) - Automatically Visualize any dataset, any size with a single line.. Apache-2
ridgeplot (🥉26 · ⭐ 240) - Beautiful ridgeline plots in Python. MIT
PandasGUI (🥉24 · ⭐ 3.3K) - A GUI for Pandas DataFrames. ❗️MIT-0
HiPlot (🥉24 · ⭐ 2.8K · 💀) - HiPlot makes understanding high dimensional data easy. MIT
python-ternary (🥉24 · ⭐ 770 · 💀) - Ternary plotting library for python with matplotlib. MIT
Multicore-TSNE (🥉23 · ⭐ 1.9K · 💀) - Parallel t-SNE implementation with Python and Torch.. BSD-3
Pandas-Bokeh (🥉22 · ⭐ 890 · 💀) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
pivottablejs (🥉21 · ⭐ 710 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
joypy (🥉21 · ⭐ 600 · 💀) - Joyplots in Python with matplotlib & pandas. MIT
PyWaffle (🥉21 · ⭐ 600 · 💀) - Make Waffle Charts in Python. MIT
PDPbox (🥉20 · ⭐ 860 · 💀) - python partial dependence plot toolbox. MIT
animatplot (🥉18 · ⭐ 410 · 💀) - A python package for animating plots build on matplotlib. MIT
ivis (🥉18 · ⭐ 340 · 💀) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
pdvega (🥉16 · ⭐ 340 · 💀) - Interactive plotting for Pandas using Vega-Lite. MIT
nx-altair (🥉16 · ⭐ 230 · 💀) - Draw interactive NetworkX graphs with Altair. MIT
data-describe (🥉15 · ⭐ 300 · 💀) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
nptsne (🥉11 · ⭐ 33 · 💀) - 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 (🥇54 · ⭐ 150K) - Transformers: the model-definition framework for.. Apache-2

GitHub (👨‍💻 3.6K · 🔀 31K · 📦 400K · 📋 19K - 11% open · ⏱️ 30.10.2025):
```
git clone https://github.com/huggingface/transformers
```
PyPi (📥 93M / month · 📦 11K · ⏱️ 14.10.2025):
```
pip install transformers
```

Conda (📥 3.3M · ⏱️ 14.10.2025):

conda install -c conda-forge transformers

nltk (🥇47 · ⭐ 14K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2

GitHub (👨‍💻 480 · 🔀 3K · 📦 410K · 📋 1.9K - 14% open · ⏱️ 22.10.2025):
```
git clone https://github.com/nltk/nltk
```
PyPi (📥 42M / month · 📦 6.3K · ⏱️ 01.10.2025):
```
pip install nltk
```
Conda (📥 3.4M · ⏱️ 01.10.2025):
```
conda install -c conda-forge nltk
```

litellm (🥇45 · ⭐ 30K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s

GitHub (👨‍💻 960 · 🔀 4.5K · 📥 800 · 📦 17K · 📋 7.8K - 17% open · ⏱️ 30.10.2025):
```
git clone https://github.com/BerriAI/litellm
```
PyPi (📥 34M / month · 📦 1.9K · ⏱️ 29.10.2025):
```
pip install litellm
```

spaCy (🥇43 · ⭐ 33K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT

GitHub (👨‍💻 780 · 🔀 4.5K · 📥 4.9K · 📦 140K · 📋 5.8K - 3% open · ⏱️ 28.10.2025):
```
git clone https://github.com/explosion/spaCy
```
PyPi (📥 17M / month · 📦 3.2K · ⏱️ 23.05.2025):
```
pip install spacy
```
Conda (📥 6.5M · ⏱️ 06.07.2025):
```
conda install -c conda-forge spacy
```

sentence-transformers (🥇42 · ⭐ 18K) - State-of-the-Art Text Embeddings. Apache-2

GitHub (👨‍💻 240 · 🔀 2.7K · 📦 120K · 📋 2.5K - 51% open · ⏱️ 22.10.2025):
```
git clone https://github.com/UKPLab/sentence-transformers
```
PyPi (📥 17M / month · 📦 3.7K · ⏱️ 22.10.2025):
```
pip install sentence-transformers
```

Conda (📥 1M · ⏱️ 22.10.2025):

conda install -c conda-forge sentence-transformers

gensim (🥇42 · ⭐ 16K) - Topic Modelling for Humans. ❗️LGPL-2.1

GitHub (👨‍💻 460 · 🔀 4.4K · 📥 6.4K · 📦 78K · 📋 1.9K - 21% open · ⏱️ 16.10.2025):
```
git clone https://github.com/RaRe-Technologies/gensim
```
PyPi (📥 5.2M / month · 📦 1.6K · ⏱️ 18.10.2025):
```
pip install gensim
```
Conda (📥 1.8M · ⏱️ 22.04.2025):
```
conda install -c conda-forge gensim
```

sentencepiece (🥇42 · ⭐ 11K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2

GitHub (👨‍💻 100 · 🔀 1.3K · 📥 110K · 📦 120K · 📋 800 - 3% open · ⏱️ 04.10.2025):
```
git clone https://github.com/google/sentencepiece
```
PyPi (📥 31M / month · 📦 2.4K · ⏱️ 12.08.2025):
```
pip install sentencepiece
```

Conda (📥 1.7M · ⏱️ 22.09.2025):

conda install -c conda-forge sentencepiece

Tokenizers (🥇40 · ⭐ 10K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2

GitHub (👨‍💻 130 · 🔀 970 · 📥 86 · 📦 180K · 📋 1.1K - 9% open · ⏱️ 16.10.2025):
```
git clone https://github.com/huggingface/tokenizers
```
PyPi (📥 81M / month · 📦 1.7K · ⏱️ 19.09.2025):
```
pip install tokenizers
```

Conda (📥 3.6M · ⏱️ 19.09.2025):

conda install -c conda-forge tokenizers

NeMo (🥇38 · ⭐ 16K) - A scalable generative AI framework built for researchers and.. Apache-2

GitHub (👨‍💻 460 · 🔀 3.2K · 📥 520K · 📦 21 · 📋 2.8K - 4% open · ⏱️ 29.10.2025):
```
git clone https://github.com/NVIDIA/NeMo
```
PyPi (📥 810K / month · 📦 18 · ⏱️ 27.10.2025):
```
pip install nemo-toolkit
```

haystack (🥇37 · ⭐ 23K) - AI orchestration framework to build customizable, production-ready.. Apache-2

GitHub (👨‍💻 310 · 🔀 2.5K · 📦 1.3K · 📋 4.1K - 2% open · ⏱️ 30.10.2025):
```
git clone https://github.com/deepset-ai/haystack
```
PyPi (📥 7.4K / month · 📦 5 · ⏱️ 15.12.2021):
```
pip install haystack
```

Opik (🥇37 · ⭐ 15K) - Debug, evaluate, and monitor your LLM applications, RAG systems, and.. Apache-2

GitHub (👨‍💻 81 · 🔀 1.1K · 📦 17 · 📋 540 - 29% open · ⏱️ 30.10.2025):
```
git clone https://github.com/comet-ml/opik
```
PyPi (📥 850K / month · 📦 34 · ⏱️ 29.10.2025):
```
pip install opik
```

ChatterBot (🥇37 · ⭐ 14K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3

GitHub (👨‍💻 110 · 🔀 4.5K · 📦 6.5K · 📋 1.7K - 6% open · ⏱️ 25.10.2025):
```
git clone https://github.com/gunthercox/ChatterBot
```
PyPi (📥 20K / month · 📦 19 · ⏱️ 16.10.2025):
```
pip install chatterbot
```

flair (🥇37 · ⭐ 14K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT

GitHub (👨‍💻 280 · 🔀 2.1K · 📦 4.1K · 📋 2.4K - 1% open · ⏱️ 12.06.2025):
```
git clone https://github.com/flairNLP/flair
```
PyPi (📥 180K / month · 📦 160 · ⏱️ 05.02.2025):
```
pip install flair
```

Conda (📥 49K · ⏱️ 22.04.2025):

conda install -c conda-forge python-flair

TextBlob (🥇37 · ⭐ 9.5K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT

GitHub (👨‍💻 37 · 🔀 1.2K · 📥 140 · 📦 60K · 📋 280 - 25% open · ⏱️ 18.10.2025):
```
git clone https://github.com/sloria/TextBlob
```
PyPi (📥 1.5M / month · 📦 400 · ⏱️ 13.01.2025):
```
pip install textblob
```
Conda (📥 340K · ⏱️ 22.04.2025):
```
conda install -c conda-forge textblob
```

fairseq (🥈36 · ⭐ 32K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT

GitHub (👨‍💻 430 · 🔀 6.6K · 📥 440 · 📦 4.4K · 📋 4.4K - 30% open · ⏱️ 30.09.2025):
```
git clone https://github.com/facebookresearch/fairseq
```
PyPi (📥 77K / month · 📦 120 · ⏱️ 27.06.2022):
```
pip install fairseq
```
Conda (📥 170K · ⏱️ 02.10.2025):
```
conda install -c conda-forge fairseq
```

stanza (🥈36 · ⭐ 7.6K) - Stanford NLP Python library for tokenization, sentence segmentation,.. Apache-2

GitHub (👨‍💻 72 · 🔀 920 · 📦 4.1K · 📋 950 - 10% open · ⏱️ 05.10.2025):
```
git clone https://github.com/stanfordnlp/stanza
```
PyPi (📥 770K / month · 📦 240 · ⏱️ 05.10.2025):
```
pip install stanza
```
Conda (📥 9K · ⏱️ 25.03.2025):
```
conda install -c stanfordnlp stanza
```

qdrant (🥈35 · ⭐ 27K) - Qdrant - High-performance, massive-scale Vector Database and Vector.. Apache-2

GitHub (👨‍💻 140 · 🔀 1.9K · 📥 500K · 📦 120 · 📋 1.6K - 22% open · ⏱️ 30.09.2025):
```
git clone https://github.com/qdrant/qdrant
```

spark-nlp (🥈35 · ⭐ 4.1K) - State of the Art Natural Language Processing. Apache-2

GitHub (👨‍💻 120 · 🔀 730 · 📦 620 · 📋 910 - 2% open · ⏱️ 22.10.2025):
```
git clone https://github.com/JohnSnowLabs/spark-nlp
```
PyPi (📥 1M / month · 📦 39 · ⏱️ 22.10.2025):
```
pip install spark-nlp
```

Rasa (🥈34 · ⭐ 21K) - Open source machine learning framework to automate text- and voice-.. Apache-2

GitHub (👨‍💻 600 · 🔀 4.9K · 📋 6.8K - 2% open · ⏱️ 26.08.2025):
```
git clone https://github.com/RasaHQ/rasa
```
PyPi (📥 110K / month · 📦 60 · ⏱️ 14.01.2025):
```
pip install rasa
```

TensorFlow Text (🥈34 · ⭐ 1.3K) - Making text a first-class citizen in TensorFlow. Apache-2

GitHub (👨‍💻 190 · 🔀 360 · 📦 10K · 📋 370 - 53% open · ⏱️ 18.08.2025):
```
git clone https://github.com/tensorflow/text
```
PyPi (📥 6.8M / month · 📦 230 · ⏱️ 04.04.2025):
```
pip install tensorflow-text
```

snowballstemmer (🥈34 · ⭐ 810) - Snowball compiler and stemming algorithms. BSD-3

GitHub (👨‍💻 41 · 🔀 190 · 📦 11 · 📋 120 - 17% open · ⏱️ 28.10.2025):
```
git clone https://github.com/snowballstem/snowball
```
PyPi (📥 24M / month · 📦 550 · ⏱️ 09.05.2025):
```
pip install snowballstemmer
```

Conda (📥 11M · ⏱️ 20.05.2025):

conda install -c conda-forge snowballstemmer

torchtext (🥈32 · ⭐ 3.6K) - Models, data loaders and abstractions for language processing,.. BSD-3

GitHub (👨‍💻 160 · 🔀 810 · 📋 850 - 38% open · ⏱️ 10.09.2025):
```
git clone https://github.com/pytorch/text
```
PyPi (📥 730K / month · 📦 280 · ⏱️ 24.04.2024):
```
pip install torchtext
```

jellyfish (🥈32 · ⭐ 2.2K) - a python library for doing approximate and phonetic matching of strings. MIT

GitHub (👨‍💻 37 · 🔀 160 · 📦 15K · ⏱️ 11.10.2025):
```
git clone https://github.com/jamesturk/jellyfish
```
PyPi (📥 8.6M / month · 📦 320 · ⏱️ 11.10.2025):
```
pip install jellyfish
```
Conda (📥 1.7M · ⏱️ 22.04.2025):
```
conda install -c conda-forge jellyfish
```

DeepPavlov (🥈31 · ⭐ 6.9K · 💤) - An open source library for deep learning end-to-end.. Apache-2

GitHub (👨‍💻 78 · 🔀 1.2K · 📦 440 · 📋 640 - 4% open · ⏱️ 26.11.2024):
```
git clone https://github.com/deepmipt/DeepPavlov
```
PyPi (📥 11K / month · 📦 4 · ⏱️ 12.08.2024):
```
pip install deeppavlov
```

ftfy (🥈31 · ⭐ 4K · 💤) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2

GitHub (👨‍💻 22 · 🔀 120 · 📥 100 · 📦 33K · 📋 150 - 7% open · ⏱️ 30.10.2024):
```
git clone https://github.com/rspeer/python-ftfy
```
PyPi (📥 11M / month · 📦 570 · ⏱️ 26.10.2024):
```
pip install ftfy
```
Conda (📥 380K · ⏱️ 22.04.2025):
```
conda install -c conda-forge ftfy
```

SciSpacy (🥈31 · ⭐ 1.9K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2

GitHub (👨‍💻 38 · 🔀 240 · 📦 1.3K · 📋 330 - 11% open · ⏱️ 01.10.2025):
```
git clone https://github.com/allenai/scispacy
```
PyPi (📥 42K / month · 📦 50 · ⏱️ 01.10.2025):
```
pip install scispacy
```

CLTK (🥈31 · ⭐ 870 · 📉) - The Classical Language Toolkit. MIT

GitHub (👨‍💻 120 · 🔀 340 · 📥 160 · 📦 300 · 📋 580 - 0% open · ⏱️ 21.10.2025):
```
git clone https://github.com/cltk/cltk
```
PyPi (📥 14K / month · 📦 17 · ⏱️ 21.10.2025):
```
pip install cltk
```

english-words (🥈29 · ⭐ 12K · 💤) - A text file containing 479k English words for all your.. Unlicense

GitHub (👨‍💻 34 · 🔀 2K · 📦 2 · 📋 170 - 75% open · ⏱️ 06.01.2025):
```
git clone https://github.com/dwyl/english-words
```
PyPi (📥 78K / month · 📦 15 · ⏱️ 14.08.2025):
```
pip install english-words
```

rubrix (🥈29 · ⭐ 4.7K) - Argilla is a collaboration tool for AI engineers and domain experts.. Apache-2

GitHub (👨‍💻 110 · 🔀 460 · 📦 3.1K · 📋 2.2K - 0% open · ⏱️ 05.08.2025):
```
git clone https://github.com/recognai/rubrix
```
PyPi (📥 1.2K / month · ⏱️ 24.10.2022):
```
pip install rubrix
```
Conda (📥 52K · ⏱️ 22.04.2025):
```
conda install -c conda-forge rubrix
```

Dedupe (🥈29 · ⭐ 4.4K · 📈) - A python library for accurate and scalable fuzzy matching, record.. MIT

GitHub (👨‍💻 72 · 🔀 560 · 📦 370 · 📋 820 - 9% open · ⏱️ 29.07.2025):
```
git clone https://github.com/dedupeio/dedupe
```
PyPi (📥 59K / month · 📦 19 · ⏱️ 15.08.2024):
```
pip install dedupe
```
Conda (📥 130K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dedupe
```

TextDistance (🥈28 · ⭐ 3.5K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT

GitHub (👨‍💻 18 · 🔀 260 · 📥 1.1K · 📦 8.8K · ⏱️ 18.04.2025):
```
git clone https://github.com/life4/textdistance
```
PyPi (📥 1.3M / month · 📦 99 · ⏱️ 16.07.2024):
```
pip install textdistance
```

Conda (📥 970K · ⏱️ 22.04.2025):

conda install -c conda-forge textdistance

spacy-transformers (🥈28 · ⭐ 1.4K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy

GitHub (👨‍💻 23 · 🔀 170 · 📥 610 · 📦 2.4K · ⏱️ 26.05.2025):
```
git clone https://github.com/explosion/spacy-transformers
```
PyPi (📥 270K / month · 📦 110 · ⏱️ 26.05.2025):
```
pip install spacy-transformers
```

Conda (📥 140K · ⏱️ 22.04.2025):

conda install -c conda-forge spacy-transformers

detoxify (🥉26 · ⭐ 1.1K) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2

GitHub (👨‍💻 14 · 🔀 130 · 📥 1.9M · 📦 980 · 📋 67 - 55% open · ⏱️ 29.07.2025):
```
git clone https://github.com/unitaryai/detoxify
```
PyPi (📥 140K / month · 📦 30 · ⏱️ 01.02.2024):
```
pip install detoxify
```

scattertext (🥉25 · ⭐ 2.3K) - Beautiful visualizations of how language differs among document.. Apache-2

GitHub (👨‍💻 14 · 🔀 290 · 📦 670 · 📋 100 - 22% open · ⏱️ 29.04.2025):
```
git clone https://github.com/JasonKessler/scattertext
```
PyPi (📥 7.5K / month · 📦 5 · ⏱️ 23.09.2024):
```
pip install scattertext
```

Conda (📥 140K · ⏱️ 22.04.2025):

conda install -c conda-forge scattertext

T5 (🥉24 · ⭐ 6.4K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2

GitHub (👨‍💻 61 · 🔀 780 · 📋 450 - 23% open · ⏱️ 28.04.2025):

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

PyPi (📥 83K / month · 📦 2 · ⏱️ 18.10.2021):
```
pip install t5
```

DeepKE (🥉24 · ⭐ 4.2K) - [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and.. MIT

GitHub (👨‍💻 34 · 🔀 730 · 📦 25 · ⏱️ 19.07.2025):
```
git clone https://github.com/zjunlp/deepke
```
PyPi (📥 950 / month · ⏱️ 21.09.2023):
```
pip install deepke
```

sense2vec (🥉24 · ⭐ 1.7K) - Contextually-keyed word vectors. MIT

GitHub (👨‍💻 20 · 🔀 240 · 📥 73K · 📦 470 · 📋 120 - 20% open · ⏱️ 23.04.2025):
```
git clone https://github.com/explosion/sense2vec
```
PyPi (📥 3.4K / month · 📦 13 · ⏱️ 19.04.2021):
```
pip install sense2vec
```
Conda (📥 67K · ⏱️ 22.04.2025):
```
conda install -c conda-forge sense2vec
```

finetune (🥉23 · ⭐ 720) - Scikit-learn style model finetuning for NLP. MPL-2.0

GitHub (👨‍💻 24 · 🔀 79 · 📦 16 · 📋 190 - 39% open · ⏱️ 21.10.2025):
```
git clone https://github.com/IndicoDataSolutions/finetune
```
PyPi (📥 2.7K / month · 📦 2 · ⏱️ 29.09.2023):
```
pip install finetune
```

happy-transformer (🥉23 · ⭐ 540 · 💤) - Happy Transformer makes it easy to fine-tune and.. Apache-2 huggingface

GitHub (👨‍💻 14 · 🔀 69 · 📦 330 · 📋 130 - 16% open · ⏱️ 22.03.2025):
```
git clone https://github.com/EricFillion/happy-transformer
```
PyPi (📥 2.7K / month · 📦 5 · ⏱️ 05.08.2023):
```
pip install happytransformer
```

Sockeye (🥉21 · ⭐ 1.2K · 💤) - Sequence-to-sequence framework with a focus on Neural.. Apache-2

GitHub (👨‍💻 60 · 🔀 320 · 📥 21 · 📋 310 - 3% open · ⏱️ 24.10.2024):
```
git clone https://github.com/awslabs/sockeye
```
PyPi (📥 580 / month · ⏱️ 03.03.2023):
```
pip install sockeye
```

UForm (🥉21 · ⭐ 1.2K) - Pocket-Sized Multimodal AI for content understanding and.. Apache-2

GitHub (👨‍💻 21 · 🔀 76 · 📥 710 · 📦 36 · 📋 39 - 38% open · ⏱️ 03.09.2025):
```
git clone https://github.com/unum-cloud/uform
```
PyPi (📥 490 / month · 📦 2 · ⏱️ 03.09.2025):
```
pip install uform
```

small-text (🥉20 · ⭐ 630) - Active Learning for Text Classification in Python. MIT

GitHub (👨‍💻 10 · 🔀 76 · 📦 34 · 📋 74 - 28% open · ⏱️ 28.10.2025):
```
git clone https://github.com/webis-de/small-text
```
PyPi (📥 390 / month · ⏱️ 17.08.2025):
```
pip install small-text
```

Conda (📥 19K · ⏱️ 17.08.2025):

conda install -c conda-forge small-text

textaugment (🥉19 · ⭐ 430) - TextAugment: Text Augmentation Library. MIT

GitHub (👨‍💻 10 · 🔀 60 · 📥 140 · 📦 180 · 📋 29 - 37% open · ⏱️ 09.09.2025):
```
git clone https://github.com/dsfsi/textaugment
```
PyPi (📥 4.2K / month · 📦 4 · ⏱️ 16.11.2023):
```
pip install textaugment
```

VizSeq (🥉15 · ⭐ 450) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT

GitHub (👨‍💻 4 · 🔀 61 · 📦 13 · 📋 16 - 43% open · ⏱️ 24.06.2025):
```
git clone https://github.com/facebookresearch/vizseq
```
PyPi (📥 120 / month · ⏱️ 07.08.2020):
```
pip install vizseq
```

Show 59 hidden projects...

AllenNLP (🥈36 · ⭐ 12K · 💀) - An open-source NLP research library, built on PyTorch. Apache-2
fastText (🥈34 · ⭐ 26K · 💀) - Library for fast text representation and classification. MIT
OpenNMT (🥈33 · ⭐ 7K · 💀) - Open Source Neural Machine Translation and (Large) Language Models.. MIT
ParlAI (🥈32 · ⭐ 11K · 💀) - A framework for training and evaluating AI models on a variety of.. MIT
fuzzywuzzy (🥈31 · ⭐ 9.3K · 💀) - Fuzzy String Matching in Python. ❗️GPL-2.0
Sumy (🥈30 · ⭐ 3.6K · 💀) - Module for automatic summarization of text documents and HTML pages. Apache-2
underthesea (🥈30 · ⭐ 1.6K) - Underthesea - Vietnamese NLP Toolkit. ❗️GPL-3.0
nlpaug (🥈29 · ⭐ 4.6K · 💀) - Data augmentation for NLP. MIT
vaderSentiment (🥈28 · ⭐ 4.9K · 💀) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. MIT
textacy (🥈28 · ⭐ 2.2K · 💀) - NLP, before and after spaCy. ❗Unlicensed
PyTextRank (🥈28 · ⭐ 2.2K · 💀) - Python implementation of TextRank algorithms (textgraphs) for.. MIT
Ciphey (🥉27 · ⭐ 20K · 💀) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
fastNLP (🥉27 · ⭐ 3.1K · 💀) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
polyglot (🥉27 · ⭐ 2.3K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
flashtext (🥉26 · ⭐ 5.7K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. MIT
langid (🥉26 · ⭐ 2.4K · 💀) - Stand-alone language identification system. BSD-3
pySBD (🥉26 · ⭐ 880 · 💀) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
neuralcoref (🥉25 · ⭐ 2.9K · 💀) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
GluonNLP (🥉25 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
pytorch-nlp (🥉25 · ⭐ 2.2K · 💀) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
whoosh (🥉25 · ⭐ 640 · 💀) - Pure-Python full-text search library. ❗️BSD-1-Clause
PyText (🥉24 · ⭐ 6.3K · 💀) - A natural language modeling framework based on PyTorch. BSD-3
textgenrnn (🥉24 · ⭐ 4.9K · 💀) - Easily train your own text-generating neural network of any.. MIT
OpenPrompt (🥉24 · ⭐ 4.7K · 💀) - An Open-Source Framework for Prompt-Learning. Apache-2
Snips NLU (🥉24 · ⭐ 3.9K · 💀) - Snips Python library to extract meaning from text. Apache-2
MatchZoo (🥉24 · ⭐ 3.9K · 💀) - Facilitating the design, comparison and sharing of deep.. Apache-2
promptsource (🥉24 · ⭐ 3K · 💀) - Toolkit for creating, sharing and using natural language.. Apache-2
YouTokenToMe (🥉24 · ⭐ 970 · 💀) - Unsupervised text tokenizer focused on computational efficiency. MIT
Kashgari (🥉23 · ⭐ 2.4K · 💀) - Kashgari is a production-level NLP Transfer learning.. Apache-2
FARM (🥉23 · ⭐ 1.8K · 💀) - Fast & easy transfer learning for NLP. Harvesting language.. Apache-2
gpt-2-simple (🥉22 · ⭐ 3.4K · 💀) - Python package to easily retrain OpenAIs GPT-2 text-.. MIT
Texar (🥉22 · ⭐ 2.4K · 💀) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
jiant (🥉22 · ⭐ 1.7K · 💀) - jiant is an nlp toolkit. MIT
stop-words (🥉22 · ⭐ 160) - Get list of common stop words in various languages in Python. BSD-3
NLP Architect (🥉21 · ⭐ 2.9K · 💀) - A model library for exploring state-of-the-art deep.. Apache-2
Texthero (🥉21 · ⭐ 2.9K · 💀) - Text preprocessing, representation and visualization from zero to.. MIT
anaGo (🥉21 · ⭐ 1.5K · 💀) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
lightseq (🥉20 · ⭐ 3.3K · 💀) - LightSeq: A High Performance Library for Sequence Processing.. Apache-2
fast-bert (🥉20 · ⭐ 1.9K · 💀) - Super easy library for BERT based NLP models. Apache-2
DELTA (🥉20 · ⭐ 1.6K · 💀) - DELTA is a deep learning based natural language and speech.. Apache-2
textpipe (🥉20 · ⭐ 300 · 💀) - Textpipe: clean and extract metadata from text. MIT
numerizer (🥉19 · ⭐ 230 · 💀) - A Python module to convert natural language numerics into ints and.. MIT
pyfasttext (🥉19 · ⭐ 230 · 💀) - Yet another Python binding for fastText. ❗️GPL-3.0
DeepMatcher (🥉18 · ⭐ 5.2K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
nboost (🥉18 · ⭐ 670 · 💀) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
fastT5 (🥉18 · ⭐ 590 · 💀) - boost inference speed of T5 models by 5x & reduce the model size.. Apache-2
Camphr (🥉18 · ⭐ 340 · 💀) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
NeuroNER (🥉17 · ⭐ 1.7K · 💀) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
OpenNRE (🥉16 · ⭐ 4.4K · 💀) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
BLINK (🥉15 · ⭐ 1.2K · 💀) - Entity Linker solution. MIT
TextBox (🥉15 · ⭐ 1.1K · 💀) - TextBox 2.0 is a text generation library with pre-trained language.. MIT
Translate (🥉15 · ⭐ 830 · 💀) - Translate - a PyTorch Language Library. BSD-3
skift (🥉15 · ⭐ 240 · 💀) - scikit-learn wrappers for Python fastText. MIT
ONNX-T5 (🥉14 · ⭐ 260 · 💀) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
NeuralQA (🥉14 · ⭐ 230 · 💀) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
TransferNLP (🥉13 · ⭐ 290 · 💀) - NLP library designed for reproducible experimentation.. MIT
Headliner (🥉13 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT
textvec (🥉12 · ⭐ 200 · 💀) - Text vectorization tool to outperform TFIDF for classification.. MIT
spacy-dbpedia-spotlight (🥉12 · ⭐ 110 · 💀) - A spaCy wrapper for DBpedia Spotlight. MIT spacy

Image Data

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

Pillow (🥇49 · ⭐ 13K) - Python Imaging Library (Fork). ❗️PIL

GitHub (👨‍💻 490 · 🔀 2.3K · 📦 2.4M · 📋 3.4K - 3% open · ⏱️ 27.10.2025):
```
git clone https://github.com/python-pillow/Pillow
```
PyPi (📥 220M / month · 📦 20K · ⏱️ 15.10.2025):
```
pip install Pillow
```
Conda (📥 62M · ⏱️ 28.10.2025):
```
conda install -c conda-forge pillow
```

PyTorch Image Models (🥇42 · ⭐ 36K) - The largest collection of PyTorch image encoders /.. Apache-2

GitHub (👨‍💻 180 · 🔀 5.1K · 📥 8.4M · 📦 62K · 📋 1K - 4% open · ⏱️ 30.10.2025):
```
git clone https://github.com/rwightman/pytorch-image-models
```
PyPi (📥 11M / month · 📦 1.5K · ⏱️ 24.10.2025):
```
pip install timm
```
Conda (📥 470K · ⏱️ 24.10.2025):
```
conda install -c conda-forge timm
```

torchvision (🥇42 · ⭐ 17K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3

GitHub (👨‍💻 660 · 🔀 7.2K · 📥 41K · 📦 21 · 📋 3.8K - 30% open · ⏱️ 27.10.2025):
```
git clone https://github.com/pytorch/vision
```
PyPi (📥 26M / month · 📦 8.4K · ⏱️ 15.10.2025):
```
pip install torchvision
```

Conda (📥 3.1M · ⏱️ 23.10.2025):

conda install -c conda-forge torchvision

MoviePy (🥇42 · ⭐ 14K) - Video editing with Python. MIT

GitHub (👨‍💻 190 · 🔀 1.9K · 📦 67K · 📋 1.7K - 3% open · ⏱️ 25.09.2025):
```
git clone https://github.com/Zulko/moviepy
```
PyPi (📥 4.3M / month · 📦 1.2K · ⏱️ 21.05.2025):
```
pip install moviepy
```
Conda (📥 360K · ⏱️ 22.04.2025):
```
conda install -c conda-forge moviepy
```

Kornia (🥇39 · ⭐ 11K) - Geometric Computer Vision Library for Spatial AI. Apache-2

GitHub (👨‍💻 300 · 🔀 1.1K · 📥 2.2K · 📦 17K · 📋 1K - 32% open · ⏱️ 30.10.2025):
```
git clone https://github.com/kornia/kornia
```
PyPi (📥 3M / month · 📦 340 · ⏱️ 08.05.2025):
```
pip install kornia
```
Conda (📥 260K · ⏱️ 08.05.2025):
```
conda install -c conda-forge kornia
```

imageio (🥇39 · ⭐ 1.7K) - Python library for reading and writing image data. BSD-2

GitHub (👨‍💻 130 · 🔀 330 · 📥 1.9K · 📦 180K · 📋 620 - 16% open · ⏱️ 24.10.2025):
```
git clone https://github.com/imageio/imageio
```
PyPi (📥 36M / month · 📦 2.6K · ⏱️ 20.01.2025):
```
pip install imageio
```
Conda (📥 8.5M · ⏱️ 22.04.2025):
```
conda install -c conda-forge imageio
```

deepface (🥈38 · ⭐ 21K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT

GitHub (👨‍💻 96 · 🔀 2.8K · 📦 8.4K · 📋 1.2K - 0% open · ⏱️ 21.10.2025):
```
git clone https://github.com/serengil/deepface
```
PyPi (📥 280K / month · 📦 78 · ⏱️ 05.08.2025):
```
pip install deepface
```

InsightFace (🥈37 · ⭐ 27K) - State-of-the-art 2D and 3D Face Analysis Project. MIT

GitHub (👨‍💻 67 · 🔀 5.7K · 📥 11M · 📦 4.8K · 📋 2.6K - 46% open · ⏱️ 27.09.2025):
```
git clone https://github.com/deepinsight/insightface
```
PyPi (📥 350K / month · 📦 30 · ⏱️ 17.12.2022):
```
pip install insightface
```

Albumentations (🥈36 · ⭐ 15K) - Fast and flexible image augmentation library. Paper about.. MIT

GitHub (👨‍💻 170 · 🔀 1.7K · 📋 1.5K - 14% open · ⏱️ 25.06.2025):
```
git clone https://github.com/albumentations-team/albumentations
```
PyPi (📥 4.6M / month · 📦 730 · ⏱️ 27.05.2025):
```
pip install albumentations
```

Conda (📥 340K · ⏱️ 28.05.2025):

conda install -c conda-forge albumentations

opencv-python (🥈36 · ⭐ 5.1K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT

GitHub (👨‍💻 56 · 🔀 950 · 📦 610K · 📋 890 - 19% open · ⏱️ 30.07.2025):
```
git clone https://github.com/opencv/opencv-python
```
PyPi (📥 29M / month · 📦 15K · ⏱️ 07.07.2025):
```
pip install opencv-python
```

detectron2 (🥈34 · ⭐ 34K) - Detectron2 is a platform for object detection, segmentation.. Apache-2

GitHub (👨‍💻 280 · 🔀 7.5K · 📦 2.6K · 📋 3.6K - 14% open · ⏱️ 27.10.2025):
```
git clone https://github.com/facebookresearch/detectron2
```
PyPi (📦 13 · ⏱️ 06.02.2020):
```
pip install detectron2
```

Conda (📥 820K · ⏱️ 02.06.2025):

conda install -c conda-forge detectron2

Wand (🥈34 · ⭐ 1.5K) - The ctypes-based simple ImageMagick binding for Python. MIT

GitHub (👨‍💻 110 · 🔀 200 · 📥 52K · 📦 21K · 📋 440 - 5% open · ⏱️ 06.10.2025):
```
git clone https://github.com/emcconville/wand
```
PyPi (📥 2.2M / month · 📦 260 · ⏱️ 03.11.2023):
```
pip install wand
```
Conda (📥 180K · ⏱️ 22.04.2025):
```
conda install -c conda-forge wand
```

ImageHash (🥈32 · ⭐ 3.7K) - A Python Perceptual Image Hashing Module. BSD-2

GitHub (👨‍💻 29 · 🔀 340 · 📦 18K · 📋 150 - 15% open · ⏱️ 17.04.2025):
```
git clone https://github.com/JohannesBuchner/imagehash
```
PyPi (📥 5.6M / month · 📦 270 · ⏱️ 01.02.2025):
```
pip install ImageHash
```
Conda (📥 500K · ⏱️ 22.04.2025):
```
conda install -c conda-forge imagehash
```

vit-pytorch (🥈31 · ⭐ 24K) - Implementation of Vision Transformer, a simple way to achieve.. MIT

GitHub (👨‍💻 24 · 🔀 3.4K · 📦 21 · 📋 290 - 49% open · ⏱️ 28.10.2025):
```
git clone https://github.com/lucidrains/vit-pytorch
```
PyPi (📥 31K / month · 📦 28 · ⏱️ 27.10.2025):
```
pip install vit-pytorch
```

PaddleSeg (🥈31 · ⭐ 9.2K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2

[GitHub](https://github.com/PaddlePaddle/PaddleSe