Repository: lukasmasuch/best-of-ml-python

Stars: 23424

README.md Copy Chapter

<!-- markdownlint-disable -->
<h1 align="center">
Best-of Machine Learning with Python
<br>
</h1>

<p align="center">
<strong>🏆&nbsp; A ranked list of awesome machine learning Python libraries. Updated weekly.</strong>
</p>

<p align="center">
<a href="https://github.com/ml-tooling/best-of" title="Best-of-badge"><img src="http://bit.ly/3o3EHNN"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-920-blue.svg?color=5ac4bf"></a>
<a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<a href="https://github.com/ml-tooling/best-of-ml-python/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/ml-tooling/best-of-ml-python?color=green&label=updated"></a>
<a href="https://mltooling.substack.com/subscribe" title="Subscribe to newsletter"><img src="http://bit.ly/2Md9rxM"></a>
<a href="https://twitter.com/mltooling" title="Follow on Twitter"><img src="https://img.shields.io/twitter/follow/mltooling.svg?style=social&label=Follow"></a>
</p>

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!

---

<p align="center">
🧙‍♂️&nbsp; Discover other <a href="https://best-of.org">best-of lists</a> or create <a href="https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md">your own</a>.<br>
📫&nbsp; Subscribe to our <a href="https://mltooling.substack.com/subscribe">newsletter</a> for updates and trending projects.
</p>

---

Contents Copy Chapter

- 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 Copy Chapter

<br>

Machine Learning Frameworks Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

_General-purpose machine learning and deep learning frameworks._

<details><summary><b><a href="https://github.com/tensorflow/tensorflow">Tensorflow</a></b> (🥇56 · ⭐ 200K) - An Open Source Machine Learning Framework for Everyone. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code></summary>

- GitHub (👨‍💻 5K · 🔀 75K · 📦 540K · 📋 42K - 4% open · ⏱️ 30.10.2025):

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

pip install tensorflow

conda install -c conda-forge tensorflow

docker pull tensorflow/tensorflow

- GitHub (👨‍💻 6K · 🔀 26K · 📥 110K · 📦 830K · 📋 56K - 30% open · ⏱️ 30.10.2025):

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

pip install torch

conda install -c pytorch pytorch

- GitHub (👨‍💻 3.4K · 🔀 26K · 📥 1.1K · 📦 1.3M · 📋 12K - 17% open · ⏱️ 30.10.2025):

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

pip install scikit-learn

conda install -c conda-forge scikit-learn

- GitHub (👨‍💻 1.4K · 🔀 20K · 📦 300K · 📋 13K - 2% open · ⏱️ 30.10.2025):

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

pip install keras

conda install -c conda-forge keras

- GitHub (👨‍💻 670 · 🔀 8.8K · 📥 20K · 📦 170K · 📋 5.6K - 8% open · ⏱️ 30.10.2025):

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

pip install xgboost

conda install -c conda-forge xgboost

- GitHub (👨‍💻 1.5K · 🔀 5.9K · 📥 15K · 📦 8.8K · 📋 20K - 8% open · ⏱️ 30.10.2025):

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

pip install paddlepaddle

- GitHub (👨‍💻 980 · 🔀 3.2K · 📦 47K · 📋 6.6K - 24% open · ⏱️ 30.10.2025):

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

pip install jax

conda install -c conda-forge jaxlib

- GitHub (👨‍💻 1K · 🔀 3.6K · 📥 15K · 📦 48K · 📋 7.4K - 11% open · ⏱️ 29.10.2025):

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

pip install pytorch-lightning

conda install -c conda-forge pytorch-lightning

- GitHub (👨‍💻 470 · 🔀 3.3K · 📥 36 · 📦 180K · 📋 5.8K - 50% open · ⏱️ 22.10.2025):

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

pip install statsmodels

conda install -c conda-forge statsmodels

- GitHub (👨‍💻 3.3K · 🔀 29K · ⏱️ 30.10.2025):

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

pip install pyspark

conda install -c conda-forge pyspark

- GitHub (👨‍💻 330 · 🔀 3.9K · 📥 310K · 📦 56K · 📋 3.6K - 12% open · ⏱️ 28.10.2025):

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

pip install lightgbm

conda install -c conda-forge lightgbm

- GitHub (👨‍💻 1.4K · 🔀 1.2K · 📥 460K · 📦 19 · 📋 2.5K - 25% open · ⏱️ 30.10.2025):

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

pip install catboost

conda install -c conda-forge catboost

- GitHub (👨‍💻 680 · 🔀 7.6K · 📦 23K · 📋 1.9K - 14% open · ⏱️ 26.10.2025):

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

pip install fastai

- GitHub (👨‍💻 2.1K · 🔀 14K · 📦 21 · ⏱️ 30.10.2025):

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

pip install apache-flink

- GitHub (👨‍💻 280 · 🔀 740 · 📥 61 · 📦 15K · 📋 1.3K - 33% open · ⏱️ 27.10.2025):

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

pip install flax

conda install -c conda-forge flax

- GitHub (👨‍💻 1K · 🔀 660 · 📦 3.9K · 📋 1.4K - 10% open · ⏱️ 16.10.2025):

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

pip install pytorch-ignite

conda install -c pytorch ignite

- GitHub (👨‍💻 34 · 🔀 380 · 📦 82K · 📋 200 - 17% open · ⏱️ 12.08.2025):

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

pip install einops

conda install -c conda-forge einops

- GitHub (👨‍💻 1.5K · 🔀 5.6K · 📋 17K - 5% open · ⏱️ 10.10.2025):

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

pip install ivy

- GitHub (👨‍💻 180 · 🔀 2.2K · ⏱️ 24.03.2025):

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

pip install jina

conda install -c conda-forge jina-core

docker pull jinaai/jina

- GitHub (👨‍💻 340 · 🔀 1.7K · 📋 1.7K - 1% open · ⏱️ 27.10.2025):

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

pip install mlpack

conda install -c conda-forge mlpack

- GitHub (👨‍💻 67 · 🔀 280 · 📥 2K · 📦 70K · 📋 160 - 14% open · ⏱️ 07.03.2025):

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

pip install thinc

conda install -c conda-forge thinc

- GitHub (👨‍💻 160 · 🔀 1.2K · 📦 340 · 📋 1.1K - 4% open · ⏱️ 17.10.2024):

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

pip install ludwig

- GitHub (👨‍💻 68 · 🔀 400 · 📦 1.7K · 📋 540 - 12% open · ⏱️ 23.10.2025):

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

pip install skorch

conda install -c conda-forge skorch

- GitHub (👨‍💻 61 · 🔀 1.3K · 📦 1.5K · 📋 190 - 16% open · ⏱️ 04.08.2025):

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

pip install dm-sonnet

conda install -c conda-forge sonnet

- GitHub (👨‍💻 90 · 🔀 260 · 📦 2.6K · 📋 250 - 29% open · ⏱️ 29.09.2025):

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

pip install dm-haiku

conda install -c conda-forge dm-haiku

- GitHub (👨‍💻 5K · 🔀 100 · 📥 31 · 📋 400 - 3% open · ⏱️ 29.10.2025):

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

pip install tensorflow-rocm

- GitHub (👨‍💻 97 · 🔀 260 · 📦 150 · 📋 570 - 36% open · ⏱️ 06.10.2025):

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

pip install geomstats

conda install -c conda-forge geomstats

- GitHub (👨‍💻 38 · 🔀 170 · 📦 480 · 📋 110 - 2% open · ⏱️ 29.10.2025):

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

pip install pyriemann

conda install -c conda-forge pyriemann

- GitHub (👨‍💻 120 · 🔀 1.5K · 📥 26 · 📦 21 · 📋 1.8K - 25% open · ⏱️ 03.12.2024):

git clone https://github.com/numenta/nupic

pip install nupic

- GitHub (👨‍💻 120 · 🔀 360 · 📥 7.8K · 📋 450 - 22% open · ⏱️ 20.03.2025):

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

pip install determined

- GitHub (👨‍💻 76 · 🔀 340 · 📥 1K · 📋 95 - 36% open · ⏱️ 29.08.2025):

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

pip install nnabla

- GitHub (👨‍💻 53 · 🔀 120 · 📥 24 · 📦 23 · 📋 350 - 33% open · ⏱️ 29.10.2025):

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

pip install deepinv

- GitHub (👨‍💻 38 · 🔀 260 · 📥 2.7K · 📋 670 - 0% open · ⏱️ 18.10.2024):

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

pip install towhee

- GitHub (👨‍💻 56 · 🔀 170 · 📦 16 · 📋 64 - 60% open · ⏱️ 23.04.2025):

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

pip install fklearn

- GitHub (👨‍💻 16 · 🔀 41 · 📥 79 · ⏱️ 29.10.2025):

git clone https://github.com/run-house/runhouse

pip install runhouse

- GitHub (👨‍💻 41 · 🔀 130 · 📦 2 · 📋 91 - 40% open · ⏱️ 28.10.2025):

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

pip install neoml

- GitHub (👨‍💻 7 · 🔀 100 · 📦 72 · ⏱️ 09.07.2025):

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

pip install chefboost

- GitHub (👨‍💻 12 · 🔀 88 · 📦 4 · 📋 81 - 48% open · ⏱️ 19.03.2025):

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

pip install thundergbm

- <b><a href="https://github.com/davisking/dlib">dlib</a></b> (🥈40 · ⭐ 14K) - A toolkit for making real world machine learning and data analysis.. <code><a href="https://tldrlegal.com/search?q=BSL-1.0">❗️BSL-1.0</a></code>
- <b><a href="https://github.com/apache/mxnet">MXNet</a></b> (🥈38 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1X" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/Theano/Theano">Theano</a></b> (🥈37 · ⭐ 10K · 💀) - Theano was a Python library that allows you to define, optimize, and.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mindsdb/mindsdb">MindsDB</a></b> (🥈33 · ⭐ 37K) - Federated query engine for AI - The only MCP Server youll ever need. <code><a href="https://tldrlegal.com/search?q=ICU">❗️ICU</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/VowpalWabbit/vowpal_wabbit">Vowpal Wabbit</a></b> (🥈33 · ⭐ 8.6K · 💀) - Vowpal Wabbit is a machine learning system which pushes the.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/chainer/chainer">Chainer</a></b> (🥈33 · ⭐ 5.9K · 💀) - A flexible framework of neural networks for deep learning. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/apple/turicreate">Turi Create</a></b> (🥉32 · ⭐ 11K · 💀) - Turi Create simplifies the development of custom machine.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/tensorpack/tensorpack">tensorpack</a></b> (🥉32 · ⭐ 6.3K · 💀) - A Neural Net Training Interface on TensorFlow, with.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tflearn/tflearn">TFlearn</a></b> (🥉31 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/clab/dynet">dyNET</a></b> (🥉31 · ⭐ 3.4K · 💀) - DyNet: The Dynamic Neural Network Toolkit. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/microsoft/CNTK">CNTK</a></b> (🥉29 · ⭐ 18K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Lasagne/Lasagne">Lasagne</a></b> (🥉28 · ⭐ 3.9K · 💀) - Lightweight library to build and train neural networks in Theano. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/shogun-toolbox/shogun">SHOGUN</a></b> (🥉26 · ⭐ 3.1K · 💀) - Unified and efficient Machine Learning. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/amaiya/ktrain">ktrain</a></b> (🥉26 · ⭐ 1.3K · 💀) - ktrain is a Python library that makes deep learning and AI.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/itdxer/neupy">NeuPy</a></b> (🥉25 · ⭐ 740 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/aksnzhy/xlearn">xLearn</a></b> (🥉24 · ⭐ 3.1K · 💀) - High performance, easy-to-use, and scalable machine learning (ML).. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/georgia-tech-db/evadb">EvaDB</a></b> (🥉24 · ⭐ 2.7K · 💀) - Database system for AI-powered apps. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/NervanaSystems/neon">neon</a></b> (🥉22 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Xtra-Computing/thundersvm">ThunderSVM</a></b> (🥉22 · ⭐ 1.6K · 💀) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/pytorchbearer/torchbearer">Torchbearer</a></b> (🥉22 · ⭐ 640 · 💀) - torchbearer: A model fitting library for PyTorch. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/XiaoMi/mace">mace</a></b> (🥉21 · ⭐ 5K · 💀) - MACE is a deep learning inference framework optimized for mobile.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/google/neural-tangents">Neural Tangents</a></b> (🥉21 · ⭐ 2.4K · 💀) - Fast and Easy Infinite Neural Networks in Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/google/objax">Objax</a></b> (🥉20 · ⭐ 770 · 💀) - Objax is a machine learning framework that provides an Object.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://jax.readthedocs.io/en/latest/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/poets-ai/elegy">elegy</a></b> (🥉19 · ⭐ 480 · 💀) - A High Level API for Deep Learning in JAX. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code> <code><img src="https://jax.readthedocs.io/en/latest/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/StarSpace">StarSpace</a></b> (🥉16 · ⭐ 4K · 💀) - Learning embeddings for classification, retrieval and ranking. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/HenryNdubuaku/nanodl">nanodl</a></b> (🥉14 · ⭐ 300 · 💀) - A Jax-based library for building transformers, includes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://jax.readthedocs.io/en/latest/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>

Data Visualization Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

_General-purpose and task-specific data visualization libraries._

<details><summary><b><a href="https://github.com/matplotlib/matplotlib">Matplotlib</a></b> (🥇49 · ⭐ 22K) - matplotlib: plotting with Python. <code>❗Unlicensed</code></summary>

- GitHub (👨‍💻 1.9K · 🔀 8.1K · 📦 1.9M · 📋 11K - 14% open · ⏱️ 30.10.2025):

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

pip install matplotlib

conda install -c conda-forge matplotlib

- GitHub (👨‍💻 300 · 🔀 2.7K · 📥 550 · 📦 460K · 📋 3.3K - 21% open · ⏱️ 28.10.2025):

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

pip install plotly

conda install -c conda-forge plotly

npm install plotlywidget

- GitHub (👨‍💻 190 · 🔀 2.2K · 📥 120 · 📦 89K · 📋 2.1K - 27% open · ⏱️ 21.10.2025):

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

pip install dash

conda install -c conda-forge dash

- GitHub (👨‍💻 720 · 🔀 4.2K · 📦 100K · 📋 8.1K - 10% open · ⏱️ 28.10.2025):

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

pip install bokeh

conda install -c conda-forge bokeh

- GitHub (👨‍💻 220 · 🔀 2K · 📥 510 · 📦 700K · 📋 2.6K - 6% open · ⏱️ 10.07.2025):

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

pip install seaborn

conda install -c conda-forge seaborn

- GitHub (👨‍💻 180 · 🔀 800 · 📥 280 · 📦 240K · 📋 2.1K - 6% open · ⏱️ 27.10.2025):

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

pip install altair

conda install -c conda-forge altair

- GitHub (👨‍💻 160 · 🔀 680 · 📦 1K · 📋 1.8K - 35% open · ⏱️ 29.10.2025):

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

pip install fiftyone

- GitHub (👨‍💻 24 · 🔀 220 · 📦 95K · 📋 190 - 6% open · ⏱️ 26.10.2025):

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

pip install graphviz

conda install -c anaconda python-graphviz

- GitHub (👨‍💻 190 · 🔀 590 · 📥 960 · 📦 5.2K · 📋 2K - 35% open · ⏱️ 28.10.2025):

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

pip install pyvista

conda install -c conda-forge pyvista

- GitHub (👨‍💻 150 · 🔀 410 · 📦 17K · 📋 3.4K - 31% open · ⏱️ 29.10.2025):

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

pip install holoviews

conda install -c conda-forge holoviews

npm install @pyviz/jupyterlab_pyviz

- GitHub (👨‍💻 45 · 🔀 2.9K · 📥 75 · 📦 5.5K · 📋 1.9K - 0% open · ⏱️ 10.10.2025):

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

pip install pyecharts

- GitHub (👨‍💻 300 · 🔀 1.1K · 📦 13K · 📋 1.4K - 31% open · ⏱️ 02.10.2025):

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

pip install pyqtgraph

conda install -c conda-forge pyqtgraph

- GitHub (👨‍💻 140 · 🔀 1.7K · 📥 490 · 📦 6.9K · 📋 850 - 30% open · ⏱️ 19.09.2025):

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

pip install pandas-profiling

conda install -c conda-forge pandas-profiling

- GitHub (👨‍💻 110 · 🔀 240 · 📦 13K · 📋 750 - 10% open · ⏱️ 16.10.2025):

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

pip install plotnine

conda install -c conda-forge plotnine

- GitHub (👨‍💻 140 · 🔀 390 · 📦 8.1K · 📋 1.3K - 23% open · ⏱️ 30.10.2025):

git clone https://github.com/SciTools/cartopy

pip install cartopy

conda install -c conda-forge cartopy

- GitHub (👨‍💻 210 · 🔀 620 · 📦 2.1K · 📋 1.5K - 25% open · ⏱️ 13.10.2025):

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

pip install vispy

conda install -c conda-forge vispy

npm install vispy

- GitHub (👨‍💻 63 · 🔀 380 · 📦 6.3K · 📋 620 - 24% open · ⏱️ 09.10.2025):

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

pip install datashader

conda install -c conda-forge datashader

- GitHub (👨‍💻 21 · 🔀 54 · 📥 3.4K · 📦 190 · 📋 740 - 21% open · ⏱️ 30.10.2025):

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

pip install lets-plot

- GitHub (👨‍💻 75 · 🔀 2.3K · 📦 21 · 📋 560 - 24% open · ⏱️ 31.08.2025):

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

pip install wordcloud

conda install -c conda-forge wordcloud

- GitHub (👨‍💻 100 · 🔀 1.2K · 📥 12K · 📦 190 · 📋 890 - 12% open · ⏱️ 29.10.2025):

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

pip install perspective-python

conda install -c conda-forge perspective

npm install @finos/perspective-jupyterlab

- GitHub (👨‍💻 140 · 🔀 850 · 📦 1 · 📋 860 - 59% open · ⏱️ 26.10.2025):

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

pip install umap-learn

conda install -c conda-forge umap-learn

- GitHub (👨‍💻 52 · 🔀 110 · 📦 7.3K · 📋 940 - 41% open · ⏱️ 24.10.2025):

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

pip install hvplot

conda install -c conda-forge hvplot

- GitHub (👨‍💻 54 · 🔀 360 · 📦 7.6K · 📋 370 - 59% open · ⏱️ 27.07.2025):

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

pip install mpld3

conda install -c conda-forge mpld3

npm install mpld3

- GitHub (👨‍💻 66 · 🔀 480 · 📦 62 · 📋 650 - 42% open · ⏱️ 25.08.2025):

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

pip install bqplot

conda install -c conda-forge bqplot

npm install bqplot

- GitHub (👨‍💻 31 · 🔀 430 · 📦 1.5K · 📋 610 - 10% open · ⏱️ 30.07.2025):

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

pip install dtale

conda install -c conda-forge dtale

- GitHub (👨‍💻 14 · 🔀 170 · 📦 1.1K · 📋 150 - 2% open · ⏱️ 27.10.2025):

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

pip install opentsne

conda install -c conda-forge opentsne

- GitHub (👨‍💻 14 · 🔀 74 · 📦 2K · 📋 190 - 32% open · ⏱️ 03.09.2025):

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

pip install plotly-resampler

conda install -c conda-forge plotly-resampler

- GitHub (👨‍💻 23 · 🔀 160 · 📥 73 · 📦 510 · 📋 200 - 34% open · ⏱️ 10.07.2025):

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

pip install hypertools

- GitHub (👨‍💻 30 · 🔀 180 · 📥 1K · 📋 190 - 20% open · ⏱️ 23.06.2025):

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

pip install tensorflow-data-validation

- GitHub (👨‍💻 27 · 🔀 340 · 📦 83 · 📋 86 - 62% open · ⏱️ 16.10.2024):

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

pip install chartify

conda install -c conda-forge chartify

- GitHub (👨‍💻 19 · 🔀 36 · 📥 280 · 📦 22 · 📋 57 - 28% open · ⏱️ 04.09.2025):

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

pip install popmon

- GitHub (👨‍💻 15 · 🔀 65 · 📦 4 · 📋 110 - 14% open · ⏱️ 01.01.2025):

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

pip install vega

conda install -c conda-forge vega

- GitHub (👨‍💻 6 · 🔀 26 · 📥 6.6K · 📋 150 - 36% open · ⏱️ 29.09.2025):

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

pip install vegafusion-jupyter

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

npm install vegafusion-jupyter

- <b><a href="https://github.com/ResidentMario/missingno">missingno</a></b> (🥉30 · ⭐ 4.2K · 💀) - Missing data visualization module for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PAIR-code/facets">Facets Overview</a></b> (🥉28 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/santosjorge/cufflinks">Cufflinks</a></b> (🥉28 · ⭐ 3.1K · 💀) - Productivity Tools for Plotly + Pandas. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1S" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/jupyter-widgets/pythreejs">pythreejs</a></b> (🥉27 · ⭐ 980 · 💀) - A Jupyter - Three.js bridge. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/fbdesignpro/sweetviz">Sweetviz</a></b> (🥉26 · ⭐ 3.1K · 💀) - Visualize and compare datasets, target values and associations, with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/AutoViML/AutoViz">AutoViz</a></b> (🥉26 · ⭐ 1.9K · 💀) - Automatically Visualize any dataset, any size with a single line.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/tpvasconcelos/ridgeplot">ridgeplot</a></b> (🥉26 · ⭐ 240) - Beautiful ridgeline plots in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/adamerose/PandasGUI">PandasGUI</a></b> (🥉24 · ⭐ 3.3K) - A GUI for Pandas DataFrames. <code><a href="https://tldrlegal.com/search?q=MIT-0">❗️MIT-0</a></code> <code><img src="https://git.io/JLy1S" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/hiplot">HiPlot</a></b> (🥉24 · ⭐ 2.8K · 💀) - HiPlot makes understanding high dimensional data easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/marcharper/python-ternary">python-ternary</a></b> (🥉24 · ⭐ 770 · 💀) - Ternary plotting library for python with matplotlib. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/DmitryUlyanov/Multicore-TSNE">Multicore-TSNE</a></b> (🥉23 · ⭐ 1.9K · 💀) - Parallel t-SNE implementation with Python and Torch.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PatrikHlobil/Pandas-Bokeh">Pandas-Bokeh</a></b> (🥉22 · ⭐ 890 · 💀) - Bokeh Plotting Backend for Pandas and GeoPandas. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1S" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nicolaskruchten/jupyter_pivottablejs">pivottablejs</a></b> (🥉21 · ⭐ 710 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/leotac/joypy">joypy</a></b> (🥉21 · ⭐ 600 · 💀) - Joyplots in Python with matplotlib & pandas. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/gyli/PyWaffle">PyWaffle</a></b> (🥉21 · ⭐ 600 · 💀) - Make Waffle Charts in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/sosuneko/PDPbox">PDPbox</a></b> (🥉20 · ⭐ 860 · 💀) - python partial dependence plot toolbox. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/t-makaro/animatplot">animatplot</a></b> (🥉18 · ⭐ 410 · 💀) - A python package for animating plots build on matplotlib. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/beringresearch/ivis">ivis</a></b> (🥉18 · ⭐ 340 · 💀) - Dimensionality reduction in very large datasets using Siamese.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/altair-viz/pdvega">pdvega</a></b> (🥉16 · ⭐ 340 · 💀) - Interactive plotting for Pandas using Vega-Lite. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Zsailer/nx_altair">nx-altair</a></b> (🥉16 · ⭐ 230 · 💀) - Draw interactive NetworkX graphs with Altair. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/data-describe/data-describe">data-describe</a></b> (🥉15 · ⭐ 300 · 💀) - datadescribe: Pythonic EDA Accelerator for Data Science. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/biovault/nptsne">nptsne</a></b> (🥉11 · ⭐ 33 · 💀) - nptsne is a numpy compatible python binary package that offers a.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
</details>
<br>

Text Data & NLP Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

_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._

<details><summary><b><a href="https://github.com/huggingface/transformers">transformers</a></b> (🥇54 · ⭐ 150K) - Transformers: the model-definition framework for.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code></summary>

- GitHub (👨‍💻 3.6K · 🔀 31K · 📦 400K · 📋 19K - 11% open · ⏱️ 30.10.2025):

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

pip install transformers

conda install -c conda-forge transformers

- GitHub (👨‍💻 480 · 🔀 3K · 📦 410K · 📋 1.9K - 14% open · ⏱️ 22.10.2025):

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

pip install nltk

conda install -c conda-forge nltk

- GitHub (👨‍💻 960 · 🔀 4.5K · 📥 800 · 📦 17K · 📋 7.8K - 17% open · ⏱️ 30.10.2025):

git clone https://github.com/BerriAI/litellm

pip install litellm

- GitHub (👨‍💻 780 · 🔀 4.5K · 📥 4.9K · 📦 140K · 📋 5.8K - 3% open · ⏱️ 28.10.2025):

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

pip install spacy

conda install -c conda-forge spacy

- GitHub (👨‍💻 240 · 🔀 2.7K · 📦 120K · 📋 2.5K - 51% open · ⏱️ 22.10.2025):

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

pip install sentence-transformers

conda install -c conda-forge sentence-transformers

- GitHub (👨‍💻 460 · 🔀 4.4K · 📥 6.4K · 📦 78K · 📋 1.9K - 21% open · ⏱️ 16.10.2025):

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

pip install gensim

conda install -c conda-forge gensim

- GitHub (👨‍💻 100 · 🔀 1.3K · 📥 110K · 📦 120K · 📋 800 - 3% open · ⏱️ 04.10.2025):

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

pip install sentencepiece

conda install -c conda-forge sentencepiece

- GitHub (👨‍💻 130 · 🔀 970 · 📥 86 · 📦 180K · 📋 1.1K - 9% open · ⏱️ 16.10.2025):

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

pip install tokenizers

conda install -c conda-forge tokenizers

- GitHub (👨‍💻 460 · 🔀 3.2K · 📥 520K · 📦 21 · 📋 2.8K - 4% open · ⏱️ 29.10.2025):

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

pip install nemo-toolkit

- GitHub (👨‍💻 310 · 🔀 2.5K · 📦 1.3K · 📋 4.1K - 2% open · ⏱️ 30.10.2025):

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

pip install haystack

- GitHub (👨‍💻 81 · 🔀 1.1K · 📦 17 · 📋 540 - 29% open · ⏱️ 30.10.2025):

git clone https://github.com/comet-ml/opik

pip install opik

- GitHub (👨‍💻 110 · 🔀 4.5K · 📦 6.5K · 📋 1.7K - 6% open · ⏱️ 25.10.2025):

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

pip install chatterbot

- GitHub (👨‍💻 280 · 🔀 2.1K · 📦 4.1K · 📋 2.4K - 1% open · ⏱️ 12.06.2025):

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

pip install flair

conda install -c conda-forge python-flair

- GitHub (👨‍💻 37 · 🔀 1.2K · 📥 140 · 📦 60K · 📋 280 - 25% open · ⏱️ 18.10.2025):

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

pip install textblob

conda install -c conda-forge textblob

- GitHub (👨‍💻 430 · 🔀 6.6K · 📥 440 · 📦 4.4K · 📋 4.4K - 30% open · ⏱️ 30.09.2025):

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

pip install fairseq

conda install -c conda-forge fairseq

- GitHub (👨‍💻 72 · 🔀 920 · 📦 4.1K · 📋 950 - 10% open · ⏱️ 05.10.2025):

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

pip install stanza

conda install -c stanfordnlp stanza

- GitHub (👨‍💻 140 · 🔀 1.9K · 📥 500K · 📦 120 · 📋 1.6K - 22% open · ⏱️ 30.09.2025):

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

- GitHub (👨‍💻 120 · 🔀 730 · 📦 620 · 📋 910 - 2% open · ⏱️ 22.10.2025):

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

pip install spark-nlp

- GitHub (👨‍💻 600 · 🔀 4.9K · 📋 6.8K - 2% open · ⏱️ 26.08.2025):

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

pip install rasa

- GitHub (👨‍💻 190 · 🔀 360 · 📦 10K · 📋 370 - 53% open · ⏱️ 18.08.2025):

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

pip install tensorflow-text

- GitHub (👨‍💻 41 · 🔀 190 · 📦 11 · 📋 120 - 17% open · ⏱️ 28.10.2025):

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

pip install snowballstemmer

conda install -c conda-forge snowballstemmer

- GitHub (👨‍💻 160 · 🔀 810 · 📋 850 - 38% open · ⏱️ 10.09.2025):

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

pip install torchtext

- GitHub (👨‍💻 37 · 🔀 160 · 📦 15K · ⏱️ 11.10.2025):

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

pip install jellyfish

conda install -c conda-forge jellyfish

- GitHub (👨‍💻 78 · 🔀 1.2K · 📦 440 · 📋 640 - 4% open · ⏱️ 26.11.2024):

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

pip install deeppavlov

- GitHub (👨‍💻 22 · 🔀 120 · 📥 100 · 📦 33K · 📋 150 - 7% open · ⏱️ 30.10.2024):

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

pip install ftfy

conda install -c conda-forge ftfy

- GitHub (👨‍💻 38 · 🔀 240 · 📦 1.3K · 📋 330 - 11% open · ⏱️ 01.10.2025):

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

pip install scispacy

- GitHub (👨‍💻 120 · 🔀 340 · 📥 160 · 📦 300 · 📋 580 - 0% open · ⏱️ 21.10.2025):

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

pip install cltk

- GitHub (👨‍💻 34 · 🔀 2K · 📦 2 · 📋 170 - 75% open · ⏱️ 06.01.2025):

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

pip install english-words

- GitHub (👨‍💻 110 · 🔀 460 · 📦 3.1K · 📋 2.2K - 0% open · ⏱️ 05.08.2025):

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

pip install rubrix

conda install -c conda-forge rubrix

- GitHub (👨‍💻 72 · 🔀 560 · 📦 370 · 📋 820 - 9% open · ⏱️ 29.07.2025):

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

pip install dedupe

conda install -c conda-forge dedupe

- GitHub (👨‍💻 18 · 🔀 260 · 📥 1.1K · 📦 8.8K · ⏱️ 18.04.2025):

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

pip install textdistance

conda install -c conda-forge textdistance

- GitHub (👨‍💻 23 · 🔀 170 · 📥 610 · 📦 2.4K · ⏱️ 26.05.2025):

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

pip install spacy-transformers

conda install -c conda-forge spacy-transformers

- GitHub (👨‍💻 14 · 🔀 130 · 📥 1.9M · 📦 980 · 📋 67 - 55% open · ⏱️ 29.07.2025):

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

pip install detoxify

- GitHub (👨‍💻 14 · 🔀 290 · 📦 670 · 📋 100 - 22% open · ⏱️ 29.04.2025):

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

pip install scattertext

conda install -c conda-forge scattertext

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

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

pip install t5

- GitHub (👨‍💻 34 · 🔀 730 · 📦 25 · ⏱️ 19.07.2025):

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

pip install deepke

- GitHub (👨‍💻 20 · 🔀 240 · 📥 73K · 📦 470 · 📋 120 - 20% open · ⏱️ 23.04.2025):

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

pip install sense2vec

conda install -c conda-forge sense2vec

- GitHub (👨‍💻 24 · 🔀 79 · 📦 16 · 📋 190 - 39% open · ⏱️ 21.10.2025):

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

pip install finetune

- GitHub (👨‍💻 14 · 🔀 69 · 📦 330 · 📋 130 - 16% open · ⏱️ 22.03.2025):

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

pip install happytransformer

- GitHub (👨‍💻 60 · 🔀 320 · 📥 21 · 📋 310 - 3% open · ⏱️ 24.10.2024):

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

pip install sockeye

- GitHub (👨‍💻 21 · 🔀 76 · 📥 710 · 📦 36 · 📋 39 - 38% open · ⏱️ 03.09.2025):

git clone https://github.com/unum-cloud/uform

pip install uform

- GitHub (👨‍💻 10 · 🔀 76 · 📦 34 · 📋 74 - 28% open · ⏱️ 28.10.2025):

git clone https://github.com/webis-de/small-text

pip install small-text

conda install -c conda-forge small-text

- GitHub (👨‍💻 10 · 🔀 60 · 📥 140 · 📦 180 · 📋 29 - 37% open · ⏱️ 09.09.2025):

git clone https://github.com/dsfsi/textaugment

pip install textaugment

- GitHub (👨‍💻 4 · 🔀 61 · 📦 13 · 📋 16 - 43% open · ⏱️ 24.06.2025):

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

pip install vizseq

- <b><a href="https://github.com/allenai/allennlp">AllenNLP</a></b> (🥈36 · ⭐ 12K · 💀) - An open-source NLP research library, built on PyTorch. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/fastText">fastText</a></b> (🥈34 · ⭐ 26K · 💀) - Library for fast text representation and classification. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/OpenNMT/OpenNMT-py">OpenNMT</a></b> (🥈33 · ⭐ 7K · 💀) - Open Source Neural Machine Translation and (Large) Language Models.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/ParlAI">ParlAI</a></b> (🥈32 · ⭐ 11K · 💀) - A framework for training and evaluating AI models on a variety of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/seatgeek/fuzzywuzzy">fuzzywuzzy</a></b> (🥈31 · ⭐ 9.3K · 💀) - Fuzzy String Matching in Python. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/miso-belica/sumy">Sumy</a></b> (🥈30 · ⭐ 3.6K · 💀) - Module for automatic summarization of text documents and HTML pages. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/undertheseanlp/underthesea">underthesea</a></b> (🥈30 · ⭐ 1.6K) - Underthesea - Vietnamese NLP Toolkit. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/makcedward/nlpaug">nlpaug</a></b> (🥈29 · ⭐ 4.6K · 💀) - Data augmentation for NLP. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cjhutto/vaderSentiment">vaderSentiment</a></b> (🥈28 · ⭐ 4.9K · 💀) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/chartbeat-labs/textacy">textacy</a></b> (🥈28 · ⭐ 2.2K · 💀) - NLP, before and after spaCy. <code>❗Unlicensed</code>
- <b><a href="https://github.com/DerwenAI/pytextrank">PyTextRank</a></b> (🥈28 · ⭐ 2.2K · 💀) - Python implementation of TextRank algorithms (textgraphs) for.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/bee-san/Ciphey">Ciphey</a></b> (🥉27 · ⭐ 20K · 💀) - Automatically decrypt encryptions without knowing the key or cipher,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/fastnlp/fastNLP">fastNLP</a></b> (🥉27 · ⭐ 3.1K · 💀) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/aboSamoor/polyglot">polyglot</a></b> (🥉27 · ⭐ 2.3K · 💀) - Multilingual text (NLP) processing toolkit. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/vi3k6i5/flashtext">flashtext</a></b> (🥉26 · ⭐ 5.7K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/saffsd/langid.py">langid</a></b> (🥉26 · ⭐ 2.4K · 💀) - Stand-alone language identification system. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/nipunsadvilkar/pySBD">pySBD</a></b> (🥉26 · ⭐ 880 · 💀) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/huggingface/neuralcoref">neuralcoref</a></b> (🥉25 · ⭐ 2.9K · 💀) - Fast Coreference Resolution in spaCy with Neural Networks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dmlc/gluon-nlp">GluonNLP</a></b> (🥉25 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1X" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PetrochukM/PyTorch-NLP">pytorch-nlp</a></b> (🥉25 · ⭐ 2.2K · 💀) - Basic Utilities for PyTorch Natural Language Processing.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/mchaput/whoosh">whoosh</a></b> (🥉25 · ⭐ 640 · 💀) - Pure-Python full-text search library. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">❗️BSD-1-Clause</a></code>
- <b><a href="https://github.com/facebookresearch/pytext">PyText</a></b> (🥉24 · ⭐ 6.3K · 💀) - A natural language modeling framework based on PyTorch. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/minimaxir/textgenrnn">textgenrnn</a></b> (🥉24 · ⭐ 4.9K · 💀) - Easily train your own text-generating neural network of any.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/thunlp/OpenPrompt">OpenPrompt</a></b> (🥉24 · ⭐ 4.7K · 💀) - An Open-Source Framework for Prompt-Learning. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/snipsco/snips-nlu">Snips NLU</a></b> (🥉24 · ⭐ 3.9K · 💀) - Snips Python library to extract meaning from text. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/NTMC-Community/MatchZoo">MatchZoo</a></b> (🥉24 · ⭐ 3.9K · 💀) - Facilitating the design, comparison and sharing of deep.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/bigscience-workshop/promptsource">promptsource</a></b> (🥉24 · ⭐ 3K · 💀) - Toolkit for creating, sharing and using natural language.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/VKCOM/YouTokenToMe">YouTokenToMe</a></b> (🥉24 · ⭐ 970 · 💀) - Unsupervised text tokenizer focused on computational efficiency. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/BrikerMan/Kashgari">Kashgari</a></b> (🥉23 · ⭐ 2.4K · 💀) - Kashgari is a production-level NLP Transfer learning.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/deepset-ai/FARM">FARM</a></b> (🥉23 · ⭐ 1.8K · 💀) - Fast & easy transfer learning for NLP. Harvesting language.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/minimaxir/gpt-2-simple">gpt-2-simple</a></b> (🥉22 · ⭐ 3.4K · 💀) - Python package to easily retrain OpenAIs GPT-2 text-.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/asyml/texar">Texar</a></b> (🥉22 · ⭐ 2.4K · 💀) - Toolkit for Machine Learning, Natural Language Processing, and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nyu-mll/jiant">jiant</a></b> (🥉22 · ⭐ 1.7K · 💀) - jiant is an nlp toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Alir3z4/python-stop-words">stop-words</a></b> (🥉22 · ⭐ 160) - Get list of common stop words in various languages in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/IntelLabs/nlp-architect">NLP Architect</a></b> (🥉21 · ⭐ 2.9K · 💀) - A model library for exploring state-of-the-art deep.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/jbesomi/texthero">Texthero</a></b> (🥉21 · ⭐ 2.9K · 💀) - Text preprocessing, representation and visualization from zero to.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Hironsan/anago">anaGo</a></b> (🥉21 · ⭐ 1.5K · 💀) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/bytedance/lightseq">lightseq</a></b> (🥉20 · ⭐ 3.3K · 💀) - LightSeq: A High Performance Library for Sequence Processing.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/appvision-ai/fast-bert">fast-bert</a></b> (🥉20 · ⭐ 1.9K · 💀) - Super easy library for BERT based NLP models. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Delta-ML/delta">DELTA</a></b> (🥉20 · ⭐ 1.6K · 💀) - DELTA is a deep learning based natural language and speech.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/textpipe/textpipe">textpipe</a></b> (🥉20 · ⭐ 300 · 💀) - Textpipe: clean and extract metadata from text. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jaidevd/numerizer">numerizer</a></b> (🥉19 · ⭐ 230 · 💀) - A Python module to convert natural language numerics into ints and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/vrasneur/pyfasttext">pyfasttext</a></b> (🥉19 · ⭐ 230 · 💀) - Yet another Python binding for fastText. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/anhaidgroup/deepmatcher">DeepMatcher</a></b> (🥉18 · ⭐ 5.2K · 💀) - Python package for performing Entity and Text Matching using.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/koursaros-ai/nboost">nboost</a></b> (🥉18 · ⭐ 670 · 💀) - NBoost is a scalable, search-api-boosting platform for deploying.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Ki6an/fastT5">fastT5</a></b> (🥉18 · ⭐ 590 · 💀) - boost inference speed of T5 models by 5x & reduce the model size.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/PKSHATechnology-Research/camphr">Camphr</a></b> (🥉18 · ⭐ 340 · 💀) - Camphr - NLP libary for creating pipeline components. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code>spacy</code>
- <b><a href="https://github.com/Franck-Dernoncourt/NeuroNER">NeuroNER</a></b> (🥉17 · ⭐ 1.7K · 💀) - Named-entity recognition using neural networks. Easy-to-use and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/thunlp/OpenNRE">OpenNRE</a></b> (🥉16 · ⭐ 4.4K · 💀) - An Open-Source Package for Neural Relation Extraction (NRE). <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/facebookresearch/BLINK">BLINK</a></b> (🥉15 · ⭐ 1.2K · 💀) - Entity Linker solution. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/RUCAIBox/TextBox">TextBox</a></b> (🥉15 · ⭐ 1.1K · 💀) - TextBox 2.0 is a text generation library with pre-trained language.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pytorch/translate">Translate</a></b> (🥉15 · ⭐ 830 · 💀) - Translate - a PyTorch Language Library. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/shaypal5/skift">skift</a></b> (🥉15 · ⭐ 240 · 💀) - scikit-learn wrappers for Python fastText. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1F" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/abelriboulot/onnxt5">ONNX-T5</a></b> (🥉14 · ⭐ 260 · 💀) - Summarization, translation, sentiment-analysis, text-generation.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/victordibia/neuralqa">NeuralQA</a></b> (🥉14 · ⭐ 230 · 💀) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/feedly/transfer-nlp">TransferNLP</a></b> (🥉13 · ⭐ 290 · 💀) - NLP library designed for reproducible experimentation.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/spring-media/headliner">Headliner</a></b> (🥉13 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/textvec/textvec">textvec</a></b> (🥉12 · ⭐ 200 · 💀) - Text vectorization tool to outperform TFIDF for classification.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1F" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/MartinoMensio/spacy-dbpedia-spotlight">spacy-dbpedia-spotlight</a></b> (🥉12 · ⭐ 110 · 💀) - A spaCy wrapper for DBpedia Spotlight. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code>spacy</code>
</details>
<br>

Image Data Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

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

<details><summary><b><a href="https://github.com/python-pillow/Pillow">Pillow</a></b> (🥇49 · ⭐ 13K) - Python Imaging Library (Fork). <code><a href="https://tldrlegal.com/search?q=PIL">❗️PIL</a></code></summary>

- GitHub (👨‍💻 490 · 🔀 2.3K · 📦 2.4M · 📋 3.4K - 3% open · ⏱️ 27.10.2025):

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

pip install Pillow

conda install -c conda-forge pillow

- GitHub (👨‍💻 180 · 🔀 5.1K · 📥 8.4M · 📦 62K · 📋 1K - 4% open · ⏱️ 30.10.2025):

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

pip install timm

conda install -c conda-forge timm

- GitHub (👨‍💻 660 · 🔀 7.2K · 📥 41K · 📦 21 · 📋 3.8K - 30% open · ⏱️ 27.10.2025):

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

pip install torchvision

conda install -c conda-forge torchvision

- GitHub (👨‍💻 190 · 🔀 1.9K · 📦 67K · 📋 1.7K - 3% open · ⏱️ 25.09.2025):

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

pip install moviepy

conda install -c conda-forge moviepy

- GitHub (👨‍💻 300 · 🔀 1.1K · 📥 2.2K · 📦 17K · 📋 1K - 32% open · ⏱️ 30.10.2025):

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

pip install kornia

conda install -c conda-forge kornia

- GitHub (👨‍💻 130 · 🔀 330 · 📥 1.9K · 📦 180K · 📋 620 - 16% open · ⏱️ 24.10.2025):

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

pip install imageio

conda install -c conda-forge imageio

- GitHub (👨‍💻 96 · 🔀 2.8K · 📦 8.4K · 📋 1.2K - 0% open · ⏱️ 21.10.2025):

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

pip install deepface

- GitHub (👨‍💻 67 · 🔀 5.7K · 📥 11M · 📦 4.8K · 📋 2.6K - 46% open · ⏱️ 27.09.2025):

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

pip install insightface

- GitHub (👨‍💻 170 · 🔀 1.7K · 📋 1.5K - 14% open · ⏱️ 25.06.2025):

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

pip install albumentations

conda install -c conda-forge albumentations

- GitHub (👨‍💻 56 · 🔀 950 · 📦 610K · 📋 890 - 19% open · ⏱️ 30.07.2025):

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

pip install opencv-python

- GitHub (👨‍💻 280 · 🔀 7.5K · 📦 2.6K · 📋 3.6K - 14% open · ⏱️ 27.10.2025):

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

pip install detectron2

conda install -c conda-forge detectron2

- GitHub (👨‍💻 110 · 🔀 200 · 📥 52K · 📦 21K · 📋 440 - 5% open · ⏱️ 06.10.2025):

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

pip install wand

conda install -c conda-forge wand

- GitHub (👨‍💻 29 · 🔀 340 · 📦 18K · 📋 150 - 15% open · ⏱️ 17.04.2025):

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

pip install ImageHash

conda install -c conda-forge imagehash

- GitHub (👨‍💻 24 · 🔀 3.4K · 📦 21 · 📋 290 - 49% open · ⏱️ 28.10.2025):

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

pip install vit-pytorch

- GitHub (👨‍💻 130 · 🔀 1.7K · 📦 1.5K · 📋 2.2K - 0% open · ⏱️ 10.10.2025):

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

pip install paddleseg

- GitHub (👨‍💻 69 · 🔀 700 · 📥 43K · 📦 1.9K · ⏱️ 28.10.2025):

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

pip install sahi

conda install -c conda-forge sahi

- GitHub (👨‍💻 72 · 🔀 310 · 📦 510 · 📋 610 - 12% open · ⏱️ 25.09.2025):

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

pip install lightly

- GitHub (👨‍💻 68 · 🔀 580 · 📥 6.5M · 📋 440 - 6% open · ⏱️ 07.09.2025):

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

pip install python-doctr

- GitHub (👨‍💻 190 · 🔀 3K · 📋 5.7K - 17% open · ⏱️ 10.10.2025):

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

pip install paddledet

- GitHub (👨‍💻 15 · 🔀 530 · 📥 76 · 📦 9.2K · 📋 130 - 37% open · ⏱️ 08.10.2024):

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

pip install mtcnn

conda install -c conda-forge mtcnn

- GitHub (👨‍💻 150 · 🔀 410 · 📥 24K · 📦 28 · 📋 3.4K - 10% open · ⏱️ 24.09.2025):

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

pip install cellprofiler

- GitHub (👨‍💻 35 · 🔀 150 · 📦 1.6K · 📋 92 - 21% open · ⏱️ 05.08.2025):

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

pip install mahotas

conda install -c conda-forge mahotas

- GitHub (👨‍💻 19 · 🔀 460 · 📥 29 · 📦 200 · 📋 140 - 25% open · ⏱️ 15.08.2025):

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

pip install imagededup

- GitHub (👨‍💻 39 · 🔀 370 · 📋 240 - 60% open · ⏱️ 03.02.2025):

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

pip install tensorflow-graphics

- GitHub (👨‍💻 32 · 🔀 260 · 📥 360 · 📦 340 · 📋 180 - 16% open · ⏱️ 30.04.2025):

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

pip install norfair

- GitHub (👨‍💻 17 · 🔀 53 · 📦 1.2K · 📋 670 - 29% open · ⏱️ 04.09.2025):

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

pip install pyvips

conda install -c conda-forge pyvips

- GitHub (👨‍💻 59 · 🔀 420 · 📋 210 - 50% open · ⏱️ 27.10.2025):

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

pip install pytorchvideo

- GitHub (👨‍💻 120 · 🔀 920 · 📦 23 · 📋 690 - 21% open · ⏱️ 24.04.2025):

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

pip install mmf

- GitHub (👨‍💻 32 · 🔀 250 · 📦 7 · 📋 200 - 35% open · ⏱️ 06.05.2025):

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

pip install kubric-nightly

- GitHub (👨‍💻 41 · 🔀 130 · 📋 570 - 10% open · ⏱️ 31.10.2024):

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

pip install icevision

- GitHub (👨‍💻 35 · 🔀 1.2K · 📦 23 · 📋 720 - 59% open · ⏱️ 27.10.2025):

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

pip install pyslowfast

- GitHub (👨‍💻 11 · 🔀 760 · 📋 220 - 48% open · ⏱️ 18.12.2024):

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

pip install ISR

docker pull idealo/image-super-resolution-gpu

- GitHub (👨‍💻 8 · 🔀 110 · 📥 48 · ⏱️ 11.08.2025):

git clone https://github.com/jasmcaus/caer

pip install caer

- GitHub (👨‍💻 95 · 🔀 460 · 📋 400 - 70% open · ⏱️ 06.08.2025):

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

- <b><a href="https://github.com/scikit-image/scikit-image">scikit-image</a></b> (🥇41 · ⭐ 6.4K · 📈) - Image processing in Python. <code>❗Unlicensed</code>
- <b><a href="https://github.com/glfw/glfw">glfw</a></b> (🥈38 · ⭐ 14K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. <code><a href="https://tldrlegal.com/search?q=Zlib">❗️Zlib</a></code>
- <b><a href="https://github.com/open-mmlab/mmdetection">MMDetection</a></b> (🥈37 · ⭐ 32K · 💀) - OpenMMLab Detection Toolbox and Benchmark. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/aleju/imgaug">imgaug</a></b> (🥈36 · ⭐ 15K · 💀) - Image augmentation for machine learning experiments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ageitgey/face_recognition">Face Recognition</a></b> (🥈35 · ⭐ 56K · 💀) - The worlds simplest facial recognition api for Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PyImageSearch/imutils">imutils</a></b> (🥈31 · ⭐ 4.6K · 💀) - A series of convenience functions to make basic image processing.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/facebookresearch/pytorch3d">PyTorch3D</a></b> (🥈30 · ⭐ 9.6K) - PyTorch3D is FAIRs library of reusable components for.. <code>❗Unlicensed</code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/OlafenwaMoses/ImageAI">imageai</a></b> (🥈30 · ⭐ 8.8K · 💀) - A python library built to empower developers to build applications.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/1adrianb/face-alignment">Face Alignment</a></b> (🥉28 · ⭐ 7.4K · 💀) - 2D and 3D Face alignment library build using pytorch. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/dmlc/gluon-cv">GluonCV</a></b> (🥉27 · ⭐ 5.9K · 💀) - Gluon CV Toolkit. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1X" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/mdbloice/Augmentor">Augmentor</a></b> (🥉27 · ⭐ 5.1K · 💀) - Image augmentation library in Python for machine learning. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/abhiTronix/vidgear">vidgear</a></b> (🥉27 · ⭐ 3.6K · 💀) - A High-performance cross-platform Video Processing Python.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/chainer/chainercv">chainercv</a></b> (🥉27 · ⭐ 1.5K · 💀) - ChainerCV: a Library for Deep Learning in Computer Vision. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/timesler/facenet-pytorch">facenet-pytorch</a></b> (🥉26 · ⭐ 5K · 💀) - Pretrained Pytorch face detection (MTCNN) and facial.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/uploadcare/pillow-simd">Pillow-SIMD</a></b> (🥉25 · ⭐ 2.2K · 💀) - The friendly PIL fork. <code><a href="https://tldrlegal.com/search?q=PIL">❗️PIL</a></code>
- <b><a href="https://github.com/Layout-Parser/layout-parser">layout-parser</a></b> (🥉24 · ⭐ 5.6K · 💀) - A Unified Toolkit for Deep Learning Based Document Image.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/qubvel/segmentation_models">segmentation_models</a></b> (🥉24 · ⭐ 4.9K · 💀) - Segmentation models with pretrained backbones. Keras.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/libffcv/ffcv">ffcv</a></b> (🥉23 · ⭐ 3K · 💀) - FFCV: Fast Forward Computer Vision (and other ML workloads!). <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/facebookresearch/ClassyVision">Classy Vision</a></b> (🥉23 · ⭐ 1.6K · 💀) - An end-to-end PyTorch framework for image and video.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/lucidrains/deep-daze">deep-daze</a></b> (🥉22 · ⭐ 4.3K · 💀) - Simple command line tool for text to image generation using.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/facebookresearch/vissl">vissl</a></b> (🥉22 · ⭐ 3.3K · 💀) - VISSL is FAIRs library of extensible, modular and scalable.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tryolabs/luminoth">Luminoth</a></b> (🥉22 · ⭐ 2.4K · 💀) - Deep Learning toolkit for Computer Vision. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/alankbi/detecto">detecto</a></b> (🥉21 · ⭐ 620 · 💀) - Build fully-functioning computer vision models with PyTorch. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/detr">DE⫶TR</a></b> (🥉20 · ⭐ 15K · 💀) - End-to-End Object Detection with Transformers. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/rhsimplex/image-match">image-match</a></b> (🥉20 · ⭐ 3K · 💀) - Quickly search over billions of images. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/imedslab/solt">solt</a></b> (🥉19 · ⭐ 260) - Streaming over lightweight data transformations. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/facebookresearch/pycls">pycls</a></b> (🥉18 · ⭐ 2.2K · 💀) - Codebase for Image Classification Research, written in PyTorch. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/nicolas-chaulet/torch-points3d">Torch Points 3D</a></b> (🥉17 · ⭐ 260 · 💀) - Pytorch framework for doing deep learning on point.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/hhatto/nude.py">nude.py</a></b> (🥉16 · ⭐ 920 · 💀) - Nudity detection with Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/qanastek/HugsVision">HugsVision</a></b> (🥉14 · ⭐ 200 · 💀) - HugsVision is a easy to use huggingface wrapper for state-of-.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code>huggingface</code>
</details>
<br>

Graph Data Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

_Libraries for graph processing, clustering, embedding, and machine learning tasks._

<details><summary><b><a href="https://github.com/networkx/networkx">networkx</a></b> (🥇46 · ⭐ 16K) - Network Analysis in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary>

- GitHub (👨‍💻 790 · 🔀 3.4K · 📥 110 · 📦 430K · 📋 3.5K - 10% open · ⏱️ 29.10.2025):

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

pip install networkx

conda install -c conda-forge networkx

- GitHub (👨‍💻 560 · 🔀 3.9K · 📦 11K · 📋 4K - 30% open · ⏱️ 29.10.2025):

git clone https://github.com/pyg-team/pytorch_geometric

pip install torch-geometric

conda install -c conda-forge pytorch_geometric

- GitHub (👨‍💻 300 · 🔀 3K · 📦 4.1K · 📋 3K - 20% open · ⏱️ 31.07.2025):

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

pip install dgl

- GitHub (👨‍💻 48 · 🔀 220 · 📋 420 - 51% open · ⏱️ 30.10.2025):

git clone https://github.com/graphistry/pygraphistry

pip install graphistry

- GitHub (👨‍💻 32 · 🔀 400 · 📦 2.6K · 📋 310 - 11% open · ⏱️ 06.05.2025):

git clone https://github.com/snap-stanford/ogb

pip install ogb

conda install -c conda-forge ogb

- GitHub (👨‍💻 43 · 🔀 210 · 📥 240 · 📦 350 · 📋 590 - 20% open · ⏱️ 18.07.2025):

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

pip install pykeen

- GitHub (👨‍💻 39 · 🔀 400 · 📋 210 - 18% open · ⏱️ 18.09.2025):

git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal

pip install torch-geometric-temporal

- GitHub (👨‍💻 40 · 🔀 150 · 📋 190 - 16% open · ⏱️ 12.08.2025):

git clone https://github.com/rusty1s/pytorch_cluster

pip install torch-cluster

conda install -c conda-forge pytorch_cluster

- <b><a href="https://github.com/igraph/python-igraph">igraph</a></b> (🥇34 · ⭐ 1.4K) - Python interface for igraph. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/danielegrattarola/spektral">Spektral</a></b> (🥈28 · ⭐ 2.4K · 💀) - Graph Neural Networks with Keras and Tensorflow 2. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/stellargraph/stellargraph">StellarGraph</a></b> (🥈27 · ⭐ 3K · 💀) - StellarGraph - Machine Learning on Graphs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/Kozea/pygal">pygal</a></b> (🥈26 · ⭐ 2.7K · 💀) - PYthon svg GrAph plotting Library. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code>
- <b><a href="https://github.com/PaddlePaddle/PGL">Paddle Graph Learning</a></b> (🥈26 · ⭐ 1.6K · 💀) - Paddle Graph Learning (PGL) is an efficient and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1M" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/Accenture/AmpliGraph">AmpliGraph</a></b> (🥈25 · ⭐ 2.2K · 💀) - Python library for Representation Learning on Knowledge.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/eliorc/node2vec">Node2Vec</a></b> (🥈25 · ⭐ 1.3K · 💀) - Implementation of the node2vec algorithm. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/benedekrozemberczki/karateclub">Karate Club</a></b> (🥈24 · ⭐ 2.3K · 💀) - Karate Club: An API Oriented Open-source Python Framework.. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/google-deepmind/graph_nets">graph-nets</a></b> (🥉22 · ⭐ 5.4K · 💀) - Build Graph Nets in Tensorflow. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/facebookresearch/PyTorch-BigGraph">PyTorch-BigGraph</a></b> (🥉21 · ⭐ 3.4K · 💀) - Generate embeddings from large-scale graph-structured.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/graph4ai/graph4nlp">graph4nlp</a></b> (🥉21 · ⭐ 1.7K · 💀) - Graph4nlp is the library for the easy use of Graph.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/google-deepmind/jraph">jraph</a></b> (🥉21 · ⭐ 1.5K · 💀) - A Graph Neural Network Library in Jax. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://jax.readthedocs.io/en/latest/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/phanein/deepwalk">DeepWalk</a></b> (🥉20 · ⭐ 2.7K · 💀) - DeepWalk - Deep Learning for Graphs. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/divelab/DIG">DIG</a></b> (🥉20 · ⭐ 2K · 💀) - A library for graph deep learning research. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/snap-stanford/deepsnap">deepsnap</a></b> (🥉20 · ⭐ 560 · 💀) - Python library assists deep learning on graphs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predict-idlab/pyRDF2Vec">pyRDF2Vec</a></b> (🥉20 · ⭐ 260 · 💀) - Python Implementation and Extension of RDF2Vec. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/snap-stanford/GraphGym">GraphGym</a></b> (🥉17 · ⭐ 1.8K · 💀) - Platform for designing and evaluating Graph Neural Networks (GNN). <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/gsi-upm/sematch">Sematch</a></b> (🥉17 · ⭐ 440 · 💀) - semantic similarity framework for knowledge graph. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/deepgraph/deepgraph">DeepGraph</a></b> (🥉17 · ⭐ 320) - Analyze Data with Pandas-based Networks. Documentation:. <code>❗Unlicensed</code> <code><img src="https://git.io/JLy1S" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/THUMNLab/AutoGL">AutoGL</a></b> (🥉16 · ⭐ 1.1K · 💀) - An autoML framework & toolkit for machine learning on graphs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/typedb/typedb-ml">kglib</a></b> (🥉16 · ⭐ 550 · 💀) - TypeDB-ML is the Machine Learning integrations library for TypeDB. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/microsoft/ptgnn">ptgnn</a></b> (🥉16 · ⭐ 380 · 💀) - A PyTorch Graph Neural Network Library. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/alibaba/euler">Euler</a></b> (🥉15 · ⭐ 2.9K · 💀) - A distributed graph deep learning framework. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/shenweichen/GraphEmbedding">GraphEmbedding</a></b> (🥉14 · ⭐ 3.8K · 💀) - Implementation and experiments of graph embedding.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1F" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/williamleif/GraphSAGE">GraphSAGE</a></b> (🥉14 · ⭐ 3.6K · 💀) - Representation learning on large graphs using stochastic.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/thunlp/OpenNE">OpenNE</a></b> (🥉14 · ⭐ 1.7K · 💀) - An Open-Source Package for Network Embedding (NE). <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/DeepGraphLearning/graphvite">GraphVite</a></b> (🥉14 · ⭐ 1.3K · 💀) - GraphVite: A General and High-performance Graph Embedding.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/thunlp/OpenKE">OpenKE</a></b> (🥉13 · ⭐ 4K · 💀) - An Open-Source Package for Knowledge Embedding (KE). <code>❗Unlicensed</code>
</details>
<br>

Audio Data Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

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

<details><summary><b><a href="https://github.com/speechbrain/speechbrain">speechbrain</a></b> (🥇38 · ⭐ 11K) - A PyTorch-based Speech Toolkit. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code></summary>

- GitHub (👨‍💻 260 · 🔀 1.5K · 📦 3.9K · 📋 1.2K - 12% open · ⏱️ 30.10.2025):

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

pip install speechbrain

- GitHub (👨‍💻 520 · 🔀 2.3K · 📥 84 · 📦 480 · 📋 2.5K - 3% open · ⏱️ 30.10.2025):

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

pip install espnet

- GitHub (👨‍💻 240 · 🔀 730 · 📋 1.1K - 31% open · ⏱️ 29.10.2025):

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

pip install torchaudio

- GitHub (👨‍💻 56 · 🔀 2.4K · 📦 21 · 📋 670 - 48% open · ⏱️ 28.10.2025):

git clone https://github.com/Uberi/speech_recognition

pip install SpeechRecognition

conda install -c conda-forge speechrecognition

- GitHub (👨‍💻 130 · 🔀 1K · 📋 1.3K - 5% open · ⏱️ 19.05.2025):

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

pip install librosa

conda install -c conda-forge librosa

- GitHub (👨‍💻 160 · 🔀 4.1K · 📥 660K · 📦 540 · 📋 2.1K - 7% open · ⏱️ 19.06.2025):

git clone https://github.com/mozilla/DeepSpeech

pip install deepspeech

conda install -c conda-forge deepspeech

- GitHub (👨‍💻 27 · 🔀 110 · 📦 35K · 📋 98 - 40% open · ⏱️ 26.10.2025):

git clone https://github.com/beetbox/audioread

pip install audioread

conda install -c conda-forge audioread

- GitHub (👨‍💻 22 · 🔀 3K · 📥 4.4M · 📦 1.1K · 📋 830 - 32% open · ⏱️ 02.04.2025):

git clone https://github.com/deezer/spleeter

pip install spleeter

conda install -c conda-forge spleeter

- GitHub (👨‍💻 34 · 🔀 200 · 📦 840 · 📋 210 - 26% open · ⏱️ 26.09.2025):

git clone https://github.com/iver56/audiomentations

pip install audiomentations

- GitHub (👨‍💻 200 · 🔀 240 · 📥 3.8K · 📦 760 · 📋 160 - 14% open · ⏱️ 16.10.2025):

git clone https://github.com/idiap/coqui-ai-TTS

pip install coqui-tts

- GitHub (👨‍💻 160 · 🔀 3.7K · 📦 600 · 📋 1K - 41% open · ⏱️ 08.07.2025):

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

pip install magenta

- GitHub (👨‍💻 43 · 🔀 550 · 📦 51 · 📋 600 - 0% open · ⏱️ 17.10.2025):

git clone https://github.com/Picovoice/Porcupine

pip install pvporcupine

- GitHub (👨‍💻 28 · 🔀 1.2K · 📦 670 · 📋 330 - 62% open · ⏱️ 04.08.2025):

git clone https://github.com/tyiannak/pyAudioAnalysis

pip install pyAudioAnalysis

- GitHub (👨‍💻 38 · 🔀 120 · 📥 21K · 📋 260 - 46% open · ⏱️ 28.04.2025):

git clone https://github.com/bastibe/python-soundfile

pip install soundfile

conda install -c anaconda pysoundfile

- GitHub (👨‍💻 27 · 🔀 100 · 📦 1.3K · 📋 120 - 4% open · ⏱️ 13.08.2025):

git clone https://github.com/devsnd/tinytag

pip install tinytag

- GitHub (👨‍💻 13 · 🔀 150 · 📥 33 · 📦 2.5K · 📋 99 - 17% open · ⏱️ 26.10.2025):

git clone https://github.com/keunwoochoi/kapre

pip install kapre

- GitHub (👨‍💻 16 · 🔀 96 · 📦 410 · 📋 65 - 30% open · ⏱️ 16.05.2025):

git clone https://github.com/KinWaiCheuk/nnAudio

pip install nnAudio

- GitHub (👨‍💻 3 · 🔀 26 · 📋 12 - 16% open · ⏱️ 17.02.2025):

git clone https://github.com/adefossez/julius

pip install julius

- <b><a href="https://github.com/jiaaro/pydub">Pydub</a></b> (🥈36 · ⭐ 9.6K · 💀) - Manipulate audio with a simple and easy high level interface. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/aubio/aubio">aubio</a></b> (🥉27 · ⭐ 3.5K) - a library for audio and music analysis. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/MTG/essentia">Essentia</a></b> (🥉27 · ⭐ 3.3K) - C++ library for audio and music analysis, description and.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code>
- <b><a href="https://github.com/CPJKU/madmom">Madmom</a></b> (🥉27 · ⭐ 1.5K · 💀) - Python audio and music signal processing library. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mozilla/TTS">TTS</a></b> (🥉26 · ⭐ 10K · 💀) - Deep learning for Text to Speech (Discussion forum:.. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code>
- <b><a href="https://github.com/jameslyons/python_speech_features">python_speech_features</a></b> (🥉26 · ⭐ 2.4K · 💀) - This library provides common speech features for ASR.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/magenta/ddsp">DDSP</a></b> (🥉25 · ⭐ 3.1K · 💀) - DDSP: Differentiable Digital Signal Processing. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://git.io/JLy1A" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/worldveil/dejavu">Dejavu</a></b> (🥉23 · ⭐ 6.7K · 💀) - Audio fingerprinting and recognition in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Parisson/TimeSide">TimeSide</a></b> (🥉21 · ⭐ 390 · 💤) - scalable audio processing framework and server written in.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code>
- <b><a href="https://github.com/bmcfee/muda">Muda</a></b> (🥉18 · ⭐ 240 · 💀) - A library for augmenting annotated audio data. <code><a href="http://bit.ly/3hkKRql">ISC</a></code>
- <b><a href="https://github.com/facebookresearch/textlesslib">textlesslib</a></b> (🥉10 · ⭐ 550 · 💀) - Library for Textless Spoken Language Processing. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1Q" style="display:inline;" width="13" height="13"></code>
</details>
<br>

Geospatial Data Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

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

<details><summary><b><a href="https://github.com/visgl/deck.gl">pydeck</a></b> (🥇43 · ⭐ 14K) - WebGL2 powered visualization framework. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code></summary>

- GitHub (👨‍💻 310 · 🔀 2.2K · 📦 9.2K · 📋 3.3K - 13% open · ⏱️ 29.10.2025):

git clone https://github.com/visgl/deck.gl

pip install pydeck

conda install -c conda-forge pydeck

npm install deck.gl

- GitHub (👨‍💻 180 · 🔀 2.2K · 📦 65K · 📋 1.2K - 6% open · ⏱️ 06.10.2025):

git clone https://github.com/python-visualization/folium

pip install folium

conda install -c conda-forge folium

- GitHub (👨‍💻 170 · 🔀 600 · 📥 4K · 📦 110K · 📋 1.3K - 18% open · ⏱️ 28.10.2025):

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

pip install shapely

conda install -c conda-forge shapely

- GitHub (👨‍💻 250 · 🔀 980 · 📥 3.1K · 📦 60K · 📋 1.8K - 24% open · ⏱️ 25.10.2025):

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

pip install geopandas

conda install -c conda-forge geopandas

- GitHub (👨‍💻 170 · 🔀 540 · 📥 1K · 📦 19K · 📋 1.9K - 8% open · ⏱️ 26.09.2025):

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

pip install rasterio

conda install -c conda-forge rasterio

- GitHub (👨‍💻 74 · 🔀 230 · 📦 47K · 📋 660 - 6% open · ⏱️ 29.10.2025):

git clone https://github.com/pyproj4/pyproj

pip install pyproj

conda install -c conda-forge pyproj

- GitHub (👨‍💻 99 · 🔀 1.1K · 📥 16K · 📦 1K · 📋 920 - 8% open · ⏱️ 28.10.2025):

git clone https://github.com/Esri/arcgis-python-api

pip install arcgis

docker pull esridocker/arcgis-api-python-notebook

- GitHub (👨‍💻 78 · 🔀 210 · 📦 27K · 📋 820 - 5% open · ⏱️ 20.02.2025):

git clone https://github.com/Toblerity/Fiona

pip install fiona

conda install -c conda-forge fiona

- GitHub (👨‍💻 94 · 🔀 360 · 📦 18K · 📋 660 - 44% open · ⏱️ 19.06.2025):

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

pip install ipyleaflet

conda install -c conda-forge ipyleaflet

npm install jupyter-leaflet

- GitHub (👨‍💻 58 · 🔀 120 · 📦 21K · 📋 100 - 26% open · ⏱️ 21.12.2024):

git clone https://github.com/jazzband/geojson

pip install geojson

conda install -c conda-forge geojson

- GitHub (👨‍💻 79 · 🔀 310 · 📦 1.8K · 📋 660 - 3% open · ⏱️ 08.09.2025):

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

pip install pysal

conda install -c conda-forge pysal

- GitHub (👨‍💻 34 · 🔀 79 · 📦 5 · 📋 360 - 31% open · ⏱️ 29.10.2025):

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

pip install geoviews

conda install -c conda-forge geoviews

- GitHub (👨‍💻 44 · 🔀 160 · 📥 75 · 📦 440 · 📋 250 - 16% open · ⏱️ 31.07.2025):

git clone https://github.com/earthlab/earthpy

pip install earthpy

conda install -c conda-forge earthpy

- GitHub (👨‍💻 19 · 🔀 87 · 📦 540 · 📋 59 - 8% open · ⏱️ 08.07.2025):

git clone https://github.com/geospace-code/pymap3d

pip install pymap3d

conda install -c conda-forge pymap3d

- GitHub (👨‍💻 23 · 🔀 140 · 📋 110 - 38% open · ⏱️ 06.02.2025):

git clone https://github.com/mapbox/mapboxgl-jupyter

pip install mapboxgl

- <b><a href="https://github.com/pytroll/satpy">Satpy</a></b> (🥈34 · ⭐ 1.1K) - Python package for earth-observing satellite data processing. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/geopy/geopy">geopy</a></b> (🥉32 · ⭐ 4.7K · 💀) - Geocoding library for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/DenisCarriere/geocoder">Geocoder</a></b> (🥉32 · ⭐ 1.6K · 💀) - Python Geocoder. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/marceloprates/prettymaps">prettymaps</a></b> (🥉24 · ⭐ 12K) - Draw pretty maps from OpenStreetMap data! Built with osmnx.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code>
- <b><a href="https://github.com/sentinelsat/sentinelsat">Sentinelsat</a></b> (🥉24 · ⭐ 1K · 💀) - Search and download Copernicus Sentinel satellite images. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code>
- <b><a href="https://github.com/pbugnion/gmaps">gmaps</a></b> (🥉22 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://git.io/JLy1E" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/andrea-cuttone/geoplotlib">geoplotlib</a></b> (🥉21 · ⭐ 1K · 💀) - python toolbox for visualizing geographical data and making maps. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
</details>
<br>

Financial Data Copy Chapter

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

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

<details><summary><b><a href="https://github.com/ranaroussi/yfinance">yfinance</a></b> (🥇42 · ⭐ 20K) - Download market data from Yahoo! Finances API. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>

- GitHub (👨‍💻 140 · 🔀 2.8K · 📦 86K · 📋 1.7K - 9% open · ⏱️ 18.09.2025):

git clone https://github.com/ranaroussi/yfinance

pip install yfinance

conda install -c ranaroussi yfinance

- GitHub (👨‍💻 140 · 🔀 5K · 📥 910 · 📦 21 · 📋 1K - 28% open · ⏱️ 17.10.2025):

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

pip install pyqlib

- GitHub (👨‍💻 35 · 🔀 450 · 📦 1.7K · 📋 350 - 23% open · ⏱️ 27.10.2025):

git clone https://github.com/pmorissette/bt

pip install bt

conda install -c conda-forge bt

- GitHub (👨‍💻 44 · 🔀 760 · 📋 290 - 0% open · ⏱️ 27.07.2025):

git clone https://github.com/RomelTorres/alpha_vantage

pip install alpha_vantage

conda install -c conda-forge alpha_vantage

- GitHub (👨‍💻 36 · 🔀 330 · 📦 580 · 📋 140 - 17% open · ⏱️ 27.10.2025):

git clone https://github.com/pmorissette/ffn

pip install ffn

conda install -c conda-forge ffn

git clone https://github.com/jealous/stockstats

pip install stockstats

git clone https://github.com/google/tf-quant-finance

pip install tf-quant-finance

git clone https://github.com/cuemacro/finmarketpy

pip install finmarketpy

git clone https://github.com/alan-turing-institute/sktime

pip install sktime

conda install -c conda-forge sktime-all-extras

git clone https://github.com/facebook/prophet

pip install fbprophet

conda install -c conda-forge prophet

git clone https://github.com/Nixtla/statsforecast

pip install statsforecast

conda install -c conda-forge statsforecast

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

pip install tslearn

conda install -c conda-forge tslearn

git clone https://github.com/JoaquinAmatRodrigo/skforecast

pip install skforecast

git clone https://github.com/unit8co/darts

pip install u8darts

conda install -c conda-forge u8darts-all

docker pull unit8/darts

git clone https://github.com/jdb78/pytorch-forecasting

pip install pytorch-forecasting

conda install -c conda-forge pytorch-forecasting

git clone https://github.com/alkaline-ml/pmdarima

pip install pmdarima

conda install -c conda-forge pmdarima

git clone https://github.com/blue-yonder/tsfresh

pip install tsfresh

conda install -c conda-forge tsfresh

git clone https://github.com/TDAmeritrade/stumpy

pip install stumpy

conda install -c conda-forge stumpy

git clone https://github.com/Nixtla/neuralforecast

pip install neuralforecast

conda install -c conda-forge neuralforecast

git clone https://github.com/awslabs/gluon-ts

pip install gluonts

conda install -c anaconda gluonts

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

pip install streamz

conda install -c conda-forge streamz

git clone https://github.com/johannfaouzi/pyts

pip install pyts

conda install -c conda-forge pyts

git clone https://github.com/fraunhoferportugal/tsfel

pip install tsfel

git clone https://github.com/linkedin/greykite

pip install greykite

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

pip install nilearn

conda install -c conda-forge nilearn

git clone https://github.com/Project-MONAI/MONAI

pip install monai

conda install -c conda-forge monai

git clone https://github.com/mne-tools/mne-python

pip install mne

conda install -c conda-forge mne

git clone https://github.com/hail-is/hail

pip install hail

git clone https://github.com/nipy/nibabel

pip install nibabel

conda install -c conda-forge nibabel

git clone https://github.com/nipy/nipype

pip install nipype

conda install -c conda-forge nipype

git clone https://github.com/CamDavidsonPilon/lifelines

pip install lifelines

conda install -c conda-forge lifelines

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

conda install -c bioconda deepvariant

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

pip install brainiak

docker pull brainiak/brainiak

git clone https://github.com/skrub-data/skrub

pip install skrub

git clone https://github.com/manujosephv/pytorch_tabular

pip install pytorch_tabular

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

pip install upgini

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

pip install paddleocr

git clone https://github.com/ocrmypdf/OCRmyPDF

pip install ocrmypdf

conda install -c conda-forge ocrmypdf

git clone https://github.com/madmaze/pytesseract

pip install pytesseract

conda install -c conda-forge pytesseract

git clone https://github.com/sirfz/tesserocr

pip install tesserocr

conda install -c conda-forge tesserocr

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

pip install mmocr

git clone https://github.com/faustomorales/keras-ocr

pip install keras-ocr

conda install -c anaconda keras-ocr

git clone https://github.com/ray-project/ray

pip install ray

conda install -c conda-forge ray-tune

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

pip install dask

conda install -c conda-forge dask

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

pip install deepspeed

docker pull deepspeed/deepspeed

git clone https://github.com/dask/distributed

pip install distributed

conda install -c conda-forge distributed

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

pip install horovod

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

pip install metrics

conda install -c conda-forge torchmetrics

git clone https://github.com/h2oai/h2o-3

pip install h2o

git clone https://github.com/hpcaitech/colossalai

git clone https://github.com/mpi4py/mpi4py

pip install mpi4py

conda install -c conda-forge mpi4py

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

pip install fairscale

conda install -c conda-forge fairscale

git clone https://github.com/facebookincubator/submitit

pip install submitit

conda install -c conda-forge submitit

git clone https://github.com/intel-analytics/BigDL

pip install bigdl

<dependency>
		<groupId>com.intel.analytics.bigdl</groupId>
		<artifactId>bigdl-SPARK_2.4</artifactId>
		<version>[VERSION]</version>
	</dependency>

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

pip install synapseml

git clone https://github.com/uber/petastorm

pip install petastorm

git clone https://github.com/dask/dask-ml

pip install dask-ml

conda install -c conda-forge dask-ml

git clone https://github.com/learning-at-home/hivemind

pip install hivemind

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

pip install mmlspark

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

conda install -c nusdbsystem singa

docker pull apache/singa

git clone https://github.com/intel-analytics/analytics-zoo

pip install analytics-zoo

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

pip install optuna

conda install -c conda-forge optuna