Best-of Machine Learning with Python

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

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!

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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
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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
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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 c
```

best-of-ml-python

Best-of Machine Learning with Python

Contents

Explanation

Machine Learning Frameworks

Data Visualization

Text Data & NLP

ViTAS

AeroPath

utensor_cgen

chatgpt-vim