🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
This curated list contains 840 awesome open-source projects with a total of 2.7M stars grouped into 32 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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🥇 🥈 🥉 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
General-purpose machine learning and deep learning frameworks.
Tensorflow 🥇 44 · ⭐ 160K) - An Open Source Machine Learning Framework for Everyone. Apache-2
GitHub (👨💻 3.5K · 🔀 84K · 📦 120K · 📋 31K - 13% open · ⏱️ 25.02.2021):
git clone https://github.com/tensorflow/tensorflow
PyPi (📥 4M / month · 📦 23K · ⏱️ 21.01.2021):
pip install tensorflow
Conda (📥 2.3M · ⏱️ 15.07.2020):
conda install -c conda-forge tensorflow
Docker Hub (📥 48M · ⭐ 1.8K · ⏱️ 25.02.2021):
docker pull tensorflow/tensorflow
PyTorch 🥇 39 · ⭐ 46K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
GitHub (👨💻 2.5K · 🔀 12K · 📦 64K · 📋 21K - 37% open · ⏱️ 25.02.2021):
git clone https://github.com/pytorch/pytorch
PyPi (📥 1.3M / month · 📦 6.7K · ⏱️ 10.12.2020):
pip install torch
Conda (📥 10M · ⏱️ 10.12.2020):
conda install -c pytorch pytorch
PySpark 🥇 38 · ⭐ 29K) - Apache Spark Python API. Apache-2
GitHub (👨💻 2.4K · 🔀 23K · 📦 570 · ⏱️ 25.02.2021):
git clone https://github.com/apache/spark
PyPi (📥 4.4M / month · 📦 760 · ⏱️ 19.02.2021):
pip install pyspark
Conda (📥 910K · ⏱️ 22.02.2021):
conda install -c conda-forge pyspark
scikit-learn 🥇 37 · ⭐ 45K) - scikit-learn: machine learning in Python. BSD-3
GitHub (👨💻 2.2K · 🔀 21K · 📥 660 · 📦 190K · 📋 9.1K - 25% open · ⏱️ 25.02.2021):
git clone https://github.com/scikit-learn/scikit-learn
PyPi (📥 7.7M / month · 📦 38K · ⏱️ 19.01.2021):
pip install scikit-learn
Conda (📥 7.1M · ⏱️ 21.01.2021):
conda install -c conda-forge scikit-learn
StatsModels 🥇 36 · ⭐ 6K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
GitHub (👨💻 300 · 🔀 2.2K · 📥 25 · 📦 38K · 📋 4.3K - 47% open · ⏱️ 19.02.2021):
git clone https://github.com/statsmodels/statsmodels
PyPi (📥 2.3M / month · 📦 6.7K · ⏱️ 02.02.2021):
pip install statsmodels
Conda (📥 3.4M · ⏱️ 15.02.2021):
conda install -c conda-forge statsmodels
Keras 🥇 35 · ⭐ 51K) - Deep Learning for humans. MIT
GitHub (👨💻 900 · 🔀 19K · 📋 10K - 30% open · ⏱️ 24.02.2021):
git clone https://github.com/keras-team/keras
PyPi (📥 1.4M / month · 📦 15K · ⏱️ 24.06.2020):
pip install keras
Conda (📥 1.5M · ⏱️ 25.06.2020):
conda install -c conda-forge keras
XGBoost 🥇 35 · ⭐ 21K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
GitHub (👨💻 510 · 🔀 7.9K · 📥 1.9K · 📦 14K · 📋 3.9K - 6% open · ⏱️ 25.02.2021):
git clone https://github.com/dmlc/xgboost
PyPi (📥 1.9M / month · 📦 1.6K · ⏱️ 20.01.2021):
pip install xgboost
Conda (📥 1.4M · ⏱️ 10.12.2020):
conda install -c conda-forge xgboost
LightGBM 🥇 35 · ⭐ 12K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
GitHub (👨💻 210 · 🔀 3.2K · 📥 97K · 📦 5.8K · 📋 2.1K - 4% open · ⏱️ 24.02.2021):
git clone https://github.com/microsoft/LightGBM
PyPi (📥 1M / month · 📦 560 · ⏱️ 08.12.2020):
pip install lightgbm
Conda (📥 500K · ⏱️ 23.02.2021):
conda install -c conda-forge lightgbm
Theano 🥈 34 · ⭐ 9.4K) - Theano is a Python library that allows you to define, optimize, and.. BSD-3
GitHub (👨💻 380 · 🔀 2.5K · 📦 10K · 📋 2.8K - 24% open · ⏱️ 05.09.2020):
git clone https://github.com/Theano/Theano
PyPi (📥 120K / month · 📦 5.5K · ⏱️ 27.07.2020):
pip install theano
Conda (📥 1.3M · ⏱️ 21.01.2021):
conda install -c conda-forge theano
MXNet 🥈 33 · ⭐ 19K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2
GitHub (👨💻 950 · 🔀 6.8K · 📥 24K · 📦 1.8K · 📋 9.4K - 19% open · ⏱️ 24.02.2021):
git clone https://github.com/apache/incubator-mxnet
PyPi (📥 99K / month · 📦 440 · ⏱️ 07.02.2021):
pip install mxnet
Conda (📥 5.8K · ⏱️ 29.02.2020):
conda install -c anaconda mxnet
PyFlink 🥈 33 · ⭐ 16K) - Apache Flink Python API. Apache-2
GitHub (👨💻 1.2K · 🔀 8.5K · 📦 260 · ⏱️ 25.02.2021):
git clone https://github.com/apache/flink
PyPi (📥 1.5K / month · ⏱️ 15.01.2021):
pip install apache-flink
pytorch-lightning 🥈 33 · ⭐ 12K) - The lightweight PyTorch wrapper for high-performance.. Apache-2
GitHub (👨💻 400 · 🔀 1.4K · 📥 110 · 📦 2K · 📋 3K - 10% open · ⏱️ 25.02.2021):
git clone https://github.com/PyTorchLightning/pytorch-lightning
PyPi (📥 96K / month · 📦 14 · ⏱️ 24.02.2021):
pip install pytorch-lightning
Conda (📥 46K · ⏱️ 24.02.2021):
conda install -c conda-forge pytorch-lightning
Fastai 🥈 32 · ⭐ 20K) - The fastai deep learning library. Apache-2
GitHub (👨💻 470 · 🔀 6.9K · 📋 1.4K - 5% open · ⏱️ 23.02.2021):
git clone https://github.com/fastai/fastai
PyPi (📥 95K / month · 📦 370 · ⏱️ 21.02.2021):
pip install fastai
jax 🥈 32 · ⭐ 12K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
GitHub (👨💻 260 · 🔀 1K · 📦 1.1K · 📋 2.2K - 33% open · ⏱️ 25.02.2021):
git clone https://github.com/google/jax
PyPi (📥 75K / month · 📦 46 · ⏱️ 27.01.2021):
pip install jax
Conda (📥 81K · ⏱️ 12.02.2021):
conda install -c conda-forge jaxlib
Thinc 🥈 32 · ⭐ 2.2K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
GitHub (👨💻 36 · 🔀 200 · 📦 11K · 📋 100 - 12% open · ⏱️ 23.02.2021):
git clone https://github.com/explosion/thinc
PyPi (📥 730K / month · 📦 1.1K · ⏱️ 24.01.2021):
pip install thinc
Conda (📥 900K · ⏱️ 03.02.2021):
conda install -c conda-forge thinc
Catboost 🥈 31 · ⭐ 5.7K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
GitHub (👨💻 740 · 🔀 860 · 📥 50K · 📋 1.4K - 23% open · ⏱️ 25.02.2021):
git clone https://github.com/catboost/catboost
PyPi (📥 590K / month · 📦 160 · ⏱️ 27.12.2020):
pip install catboost
Conda (📥 590K · ⏱️ 29.12.2020):
conda install -c conda-forge catboost
Chainer 🥈 31 · ⭐ 5.5K) - A flexible framework of neural networks for deep learning. MIT
GitHub (👨💻 320 · 🔀 1.4K · 📦 1.9K · 📋 2K - 0% open · ⏱️ 17.02.2021):
git clone https://github.com/chainer/chainer
PyPi (📥 13K / month · 📦 740 · ⏱️ 13.01.2021):
pip install chainer
PaddlePaddle 🥈 30 · ⭐ 14K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
GitHub (👨💻 500 · 🔀 3.6K · 📥 15K · 📦 31 · 📋 13K - 18% open · ⏱️ 25.02.2021):
git clone https://github.com/PaddlePaddle/Paddle
PyPi (📥 4.4K / month · 📦 16 · ⏱️ 25.01.2021):
pip install paddlepaddle
TFlearn 🥈 30 · ⭐ 9.5K) - Deep learning library featuring a higher-level API for TensorFlow. MIT
GitHub (👨💻 130 · 🔀 2.4K · 📦 3K · 📋 920 - 61% open · ⏱️ 30.11.2020):
git clone https://github.com/tflearn/tflearn
PyPi (📥 7.5K / month · 📦 960 · ⏱️ 11.11.2020):
pip install tflearn
Vowpal Wabbit 🥈 30 · ⭐ 7.4K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
GitHub (👨💻 300 · 🔀 1.7K · 📦 100 · 📋 1K - 16% open · ⏱️ 24.02.2021):
git clone https://github.com/VowpalWabbit/vowpal_wabbit
PyPi (📥 11K / month · 📦 16 · ⏱️ 12.11.2020):
pip install vowpalwabbit
Turi Create 🥈 29 · ⭐ 10K) - Turi Create simplifies the development of custom machine learning.. BSD-3
GitHub (👨💻 81 · 🔀 1.1K · 📥 3.6K · 📦 220 · 📋 1.7K - 27% open · ⏱️ 02.02.2021):
git clone https://github.com/apple/turicreate
PyPi (📥 11K / month · 📦 34 · ⏱️ 30.09.2020):
pip install turicreate
Sonnet 🥉 28 · ⭐ 8.8K) - TensorFlow-based neural network library. Apache-2
GitHub (👨💻 49 · 🔀 1.3K · 📦 520 · 📋 160 - 12% open · ⏱️ 10.02.2021):
git clone https://github.com/deepmind/sonnet
PyPi (📥 14K / month · 📦 82 · ⏱️ 27.03.2020):
pip install dm-sonnet
Conda (📥 7.6K · ⏱️ 14.11.2020):
conda install -c conda-forge sonnet
tensorpack 🥉 28 · ⭐ 5.9K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
GitHub (👨💻 55 · 🔀 1.8K · 📥 120 · 📦 690 · 📋 1.3K - 0% open · ⏱️ 17.02.2021):
git clone https://github.com/tensorpack/tensorpack
PyPi (📥 8.1K / month · 📦 76 · ⏱️ 22.01.2021):
pip install tensorpack
dyNET 🥉 28 · ⭐ 3.2K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
GitHub (👨💻 160 · 🔀 690 · 📥 2K · 📦 170 · 📋 920 - 27% open · ⏱️ 27.01.2021):
git clone https://github.com/clab/dynet
PyPi (📥 3.4K / month · 📦 38 · ⏱️ 21.10.2020):
pip install dyNET
Ignite 🥉 27 · ⭐ 3.3K) - High-level library to help with training and evaluating neural.. BSD-3
GitHub (👨💻 130 · 🔀 440 · 📦 760 · 📋 740 - 14% open · ⏱️ 25.02.2021):
git clone https://github.com/pytorch/ignite
PyPi (📥 23K / month · 📦 62 · ⏱️ 22.02.2021):
pip install pytorch-ignite
Conda (📥 54K · ⏱️ 07.02.2021):
conda install -c pytorch ignite
Jina 🥉 27 · ⭐ 2.4K) - An easier way to build neural search on the cloud. Apache-2
GitHub (👨💻 86 · 🔀 360 · 📦 49 · 📋 660 - 7% open · ⏱️ 25.02.2021):
git clone https://github.com/jina-ai/jina
PyPi (📥 4K / month · ⏱️ 25.02.2021):
pip install jina
Docker Hub (📥 150K · ⏱️ 25.02.2021):
docker pull jinaai/jina
Flax 🥉 27 · ⭐ 1.5K) - Flax is a neural network ecosystem for JAX that is designed for.. Apache-2 jax
GitHub (👨💻 76 · 🔀 170 · 📥 23 · 📦 100 · 📋 300 - 48% open · ⏱️ 25.02.2021):
git clone https://github.com/google/flax
PyPi (📥 54K / month · 📦 6 · ⏱️ 08.12.2020):
pip install flax
CNTK 🥉 26 · ⭐ 17K · 💤 ) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
GitHub (👨💻 270 · 🔀 4.4K · 📥 14K · 📋 3.4K - 24% open · ⏱️ 31.03.2020):
git clone https://github.com/microsoft/CNTK
PyPi (📥 780 / month · 📦 34 · ⏱️ 09.12.2020):
pip install cntk
skorch 🥉 26 · ⭐ 3.8K) - A scikit-learn compatible neural network library that wraps.. BSD-3
GitHub (👨💻 39 · 🔀 280 · 📦 270 · 📋 370 - 12% open · ⏱️ 07.02.2021):
git clone https://github.com/skorch-dev/skorch
PyPi (📥 5.8K / month · 📦 26 · ⏱️ 30.08.2020):
pip install skorch
Conda (📥 190K · ⏱️ 19.09.2020):
conda install -c conda-forge skorch
mlpack 🥉 26 · ⭐ 3.6K) - mlpack: a scalable C++ machine learning library --. BSD-3
GitHub (👨💻 260 · 🔀 1.3K · 📋 1.4K - 10% open · ⏱️ 21.02.2021):
git clone https://github.com/mlpack/mlpack
PyPi (📥 67 / month · ⏱️ 28.10.2020):
pip install mlpack
Conda (📥 66K · ⏱️ 29.10.2020):
conda install -c conda-forge mlpack
Ludwig 🥉 25 · ⭐ 7.6K) - Ludwig is a toolbox that allows to train and evaluate deep.. Apache-2
GitHub (👨💻 86 · 🔀 890 · 📦 80 · 📋 530 - 21% open · ⏱️ 21.02.2021):
git clone https://github.com/ludwig-ai/ludwig
PyPi (📥 800 / month · 📦 12 · ⏱️ 01.02.2021):
pip install ludwig
Neural Network Libraries 🥉 25 · ⭐ 2.4K) - Neural Network Libraries. Apache-2
GitHub (👨💻 58 · 🔀 300 · 📥 520 · 📋 59 - 61% open · ⏱️ 25.02.2021):
git clone https://github.com/sony/nnabla
PyPi (📥 1.4K / month · 📦 34 · ⏱️ 29.01.2021):
pip install nnabla
xLearn 🥉 24 · ⭐ 2.8K · 💤 ) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
GitHub (👨💻 30 · 🔀 490 · 📥 2.3K · 📦 41 · 📋 290 - 62% open · ⏱️ 03.03.2020):
git clone https://github.com/aksnzhy/xlearn
PyPi (📥 3.6K / month · 📦 1 · ⏱️ 04.12.2018):
pip install xlearn
einops 🥉 24 · ⭐ 2.5K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
GitHub (👨💻 10 · 🔀 82 · 📦 260 · 📋 64 - 32% open · ⏱️ 09.01.2021):
git clone https://github.com/arogozhnikov/einops
PyPi (📥 13K / month · 📦 10 · ⏱️ 08.09.2020):
pip install einops
Conda (📥 3.9K · ⏱️ 15.10.2020):
conda install -c conda-forge einops
ktrain 🥉 24 · ⭐ 750) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
GitHub (👨💻 12 · 🔀 180 · 📦 120 · 📋 310 - 3% open · ⏱️ 29.01.2021):
git clone https://github.com/amaiya/ktrain
PyPi (📥 4K / month · 📦 1 · ⏱️ 28.01.2021):
pip install ktrain
tensorflow-upstream 🥉 24 · ⭐ 540) - TensorFlow ROCm port. Apache-2
GitHub (👨💻 3.6K · 🔀 65 · 📥 16 · 📋 280 - 19% open · ⏱️ 22.02.2021):
git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
PyPi (📥 760 / month · ⏱️ 22.12.2020):
pip install tensorflow-rocm
SHOGUN 🥉 23 · ⭐ 2.8K) - Unified and efficient Machine Learning. BSD-3
GitHub (👨💻 250 · 🔀 1K · 📋 1.6K - 33% open · ⏱️ 08.12.2020):
git clone https://github.com/shogun-toolbox/shogun
Conda (📥 92K · ⏱️ 25.06.2018):
conda install -c conda-forge shogun
Docker Hub (📥 1.4K · ⭐ 1 · ⏱️ 31.01.2019):
docker pull shogun/shogun
fklearn 🥉 23 · ⭐ 1.3K) - fklearn: Functional Machine Learning. Apache-2
GitHub (👨💻 37 · 🔀 150 · 📦 10 · 📋 39 - 48% open · ⏱️ 09.02.2021):
git clone https://github.com/nubank/fklearn
PyPi (📥 2.3K / month · ⏱️ 09.02.2021):
pip install fklearn
mace 🥉 21 · ⭐ 4.3K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2 Neural Tangents 🥉 21 · ⭐ 1.3K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
GitHub (👨💻 17 · 🔀 150 · 📥 110 · 📦 14 · 📋 80 - 35% open · ⏱️ 18.02.2021):
git clone https://github.com/google/neural-tangents
PyPi (📥 900 / month · ⏱️ 25.01.2021):
pip install neural-tangents
ThunderSVM 🥉 20 · ⭐ 1.3K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
GitHub (👨💻 33 · 🔀 170 · 📥 2.1K · 📋 190 - 23% open · ⏱️ 10.02.2021):
git clone https://github.com/Xtra-Computing/thundersvm
PyPi (📥 220 / month · ⏱️ 13.03.2020):
pip install thundersvm
Haiku 🥉 20 · ⭐ 970) - JAX-based neural network library. Apache-2 Torchbearer 🥉 20 · ⭐ 580 · 📈 ) - torchbearer: A model fitting library for PyTorch. MIT
GitHub (👨💻 13 · 🔀 62 · 📦 38 · 📋 240 - 3% open · ⏱️ 21.02.2021):
git clone https://github.com/pytorchbearer/torchbearer
PyPi (📥 340 / month · 📦 6 · ⏱️ 31.01.2020):
pip install torchbearer
Objax 🥉 19 · ⭐ 570 · 🐣 ) - Objax is a machine learning framework that provides an Object.. Apache-2 jax
GitHub (👨💻 20 · 🔀 45 · 📦 5 · 📋 90 - 45% open · ⏱️ 23.02.2021):
git clone https://github.com/google/objax
PyPi (📥 740 / month · ⏱️ 03.02.2021):
pip install objax
elegy 🥉 17 · ⭐ 180) - Elegy is a framework-agnostic Trainer interface for the Jax.. Apache-2 jax
GitHub (👨💻 13 · 🔀 11 · 📋 56 - 35% open · ⏱️ 24.02.2021):
git clone https://github.com/poets-ai/elegy
PyPi (📥 210 / month · ⏱️ 14.02.2021):
pip install elegy
ThunderGBM 🥉 16 · ⭐ 580) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
GitHub (👨💻 10 · 🔀 70 · 📋 46 - 43% open · ⏱️ 05.01.2021):
git clone https://github.com/Xtra-Computing/thundergbm
PyPi (📥 41 / month · ⏱️ 01.05.2020):
pip install thundergbm
NeoML 🥉 13 · ⭐ 570) - Machine learning framework for both deep learning and traditional.. Apache-2 Show 7 hidden projects...
dlib 🥈 32 · ⭐ 9.9K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0 NuPIC 🥉 24 · ⭐ 6.2K · 💀 ) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0 Lasagne 🥉 23 · ⭐ 3.8K · 💀 ) - Lightweight library to build and train neural networks in Theano. MIT neon 🥉 22 · ⭐ 3.9K · 💀 ) - Intel Nervana reference deep learning framework committed to best.. Apache-2 MindsDB 🥉 20 · ⭐ 3.5K) - Predictive AI layer for existing databases. ❗️GPL-3.0 NeuPy 🥉 20 · ⭐ 660 · 💀 ) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT StarSpace 🥉 13 · ⭐ 3.6K · 💀 ) - Learning embeddings for classification, retrieval and ranking. MIT
General-purpose and task-specific data visualization libraries.
Matplotlib 🥇 41 · ⭐ 13K) - matplotlib: plotting with Python. Python-2.0
GitHub (👨💻 1.2K · 🔀 5.6K · 📦 330K · 📋 7.7K - 21% open · ⏱️ 20.02.2021):
git clone https://github.com/matplotlib/matplotlib
PyPi (📥 7.6M / month · 📦 79K · ⏱️ 28.01.2021):
pip install matplotlib
Conda (📥 8.3M · ⏱️ 28.01.2021):
conda install -c conda-forge matplotlib
Seaborn 🥇 37 · ⭐ 8.1K) - Statistical data visualization using matplotlib. BSD-3
GitHub (👨💻 150 · 🔀 1.4K · 📥 140 · 📦 83K · 📋 1.8K - 5% open · ⏱️ 17.02.2021):
git clone https://github.com/mwaskom/seaborn
PyPi (📥 1.6M / month · 📦 13K · ⏱️ 20.12.2020):
pip install seaborn
Conda (📥 2M · ⏱️ 28.01.2021):
conda install -c conda-forge seaborn
Plotly 🥇 35 · ⭐ 9K) - The interactive graphing library for Python (includes Plotly Express). MIT
GitHub (👨💻 160 · 🔀 1.8K · 📦 5 · 📋 1.9K - 43% open · ⏱️ 14.01.2021):
git clone https://github.com/plotly/plotly.py
PyPi (📥 2M / month · 📦 5K · ⏱️ 12.01.2021):
pip install plotly
Conda (📥 1.2M · ⏱️ 12.01.2021):
conda install -c conda-forge plotly
NPM (📥 250K / month · 📦 4 · ⏱️ 12.01.2021):
npm install plotlywidget
dash 🥇 34 · ⭐ 14K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT
GitHub (👨💻 74 · 🔀 1.4K · 📦 18K · 📋 970 - 41% open · ⏱️ 15.02.2021):
git clone https://github.com/plotly/dash
PyPi (📥 170K / month · 📦 1.6K · ⏱️ 19.01.2021):
pip install dash
Conda (📥 220K · ⏱️ 21.01.2021):
conda install -c conda-forge dash
Bokeh 🥇 33 · ⭐ 15K) - Interactive Data Visualization in the browser, from Python. BSD-3
GitHub (👨💻 550 · 🔀 3.6K · 📦 31K · 📋 6.4K - 9% open · ⏱️ 24.02.2021):
git clone https://github.com/bokeh/bokeh
PyPi (📥 600K / month · 📦 5.9K · ⏱️ 24.02.2021):
pip install bokeh
Conda (📥 3.8M · ⏱️ 13.01.2021):
conda install -c conda-forge bokeh
pyecharts 🥈 31 · ⭐ 11K) - Python Echarts Plotting Library. MIT
GitHub (👨💻 30 · 🔀 2.4K · 📦 1.5K · 📋 1.4K - 1% open · ⏱️ 19.01.2021):
git clone https://github.com/pyecharts/pyecharts
PyPi (📥 12K / month · 📦 280 · ⏱️ 29.10.2020):
pip install pyecharts
wordcloud 🥈 31 · ⭐ 7.9K) - A little word cloud generator in Python. MIT
GitHub (👨💻 59 · 🔀 2K · 📦 9.1K · 📋 440 - 21% open · ⏱️ 11.11.2020):
git clone https://github.com/amueller/word_cloud
PyPi (📥 180K / month · 📦 1.1K · ⏱️ 11.11.2020):
pip install wordcloud
Conda (📥 190K · ⏱️ 14.01.2021):
conda install -c conda-forge wordcloud
Altair 🥈 31 · ⭐ 6.4K) - Declarative statistical visualization library for Python. BSD-3
GitHub (👨💻 130 · 🔀 580 · 📦 8.3K · 📋 1.6K - 18% open · ⏱️ 24.02.2021):
git clone https://github.com/altair-viz/altair
PyPi (📥 470K / month · 📦 370 · ⏱️ 01.04.2020):
pip install altair
Conda (📥 620K · ⏱️ 01.04.2020):
conda install -c conda-forge altair
UMAP 🥈 30 · ⭐ 4.5K) - Uniform Manifold Approximation and Projection. BSD-3
GitHub (👨💻 73 · 🔀 490 · 📦 2.4K · 📋 450 - 48% open · ⏱️ 23.02.2021):
git clone https://github.com/lmcinnes/umap
PyPi (📥 110K / month · 📦 230 · ⏱️ 08.02.2021):
pip install umap-learn
bqplot 🥈 30 · ⭐ 3K) - Plotting library for IPython/Jupyter notebooks. Apache-2
GitHub (👨💻 51 · 🔀 410 · 📦 1.3K · 📋 510 - 36% open · ⏱️ 23.02.2021):
git clone https://github.com/bqplot/bqplot
PyPi (📥 14K / month · 📦 110 · ⏱️ 23.02.2021):
pip install bqplot
Conda (📥 500K · ⏱️ 13.02.2021):
conda install -c conda-forge bqplot
NPM (📥 160K / month · 📦 10 · ⏱️ 23.02.2021):
npm install bqplot
PyQtGraph 🥈 30 · ⭐ 2.3K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
GitHub (👨💻 190 · 🔀 810 · 📋 750 - 35% open · ⏱️ 23.02.2021):
git clone https://github.com/pyqtgraph/pyqtgraph
PyPi (📥 25K / month · 📦 890 · ⏱️ 20.12.2020):
pip install pyqtgraph
Conda (📥 160K · ⏱️ 20.12.2020):
conda install -c conda-forge pyqtgraph
pandas-profiling 🥈 29 · ⭐ 6.8K) - Create HTML profiling reports from pandas DataFrame.. MIT
GitHub (👨💻 69 · 🔀 1K · 📦 3.2K · 📋 440 - 16% open · ⏱️ 21.02.2021):
git clone https://github.com/pandas-profiling/pandas-profiling
PyPi (📥 150K / month · 📦 160 · ⏱️ 07.02.2021):
pip install pandas-profiling
Conda (📥 110K · ⏱️ 20.02.2021):
conda install -c conda-forge pandas-profiling
HoloViews 🥈 29 · ⭐ 1.8K) - With Holoviews, your data visualizes itself. BSD-3
GitHub (👨💻 100 · 🔀 300 · 📋 2.5K - 27% open · ⏱️ 23.02.2021):
git clone https://github.com/holoviz/holoviews
PyPi (📥 49K / month · 📦 170 · ⏱️ 17.02.2021):
pip install holoviews
Conda (📥 430K · ⏱️ 22.02.2021):
conda install -c conda-forge holoviews
NPM (📥 7.2K / month · ⏱️ 24.05.2020):
npm install @pyviz/jupyterlab_pyviz
Graphviz 🥈 29 · ⭐ 920) - Simple Python interface for Graphviz. MIT
GitHub (👨💻 15 · 🔀 140 · 📦 18K · 📋 100 - 8% open · ⏱️ 15.02.2021):
git clone https://github.com/xflr6/graphviz
PyPi (📥 1.9M / month · 📦 4.4K · ⏱️ 24.12.2020):
pip install graphviz
VisPy 🥈 28 · ⭐ 2.6K) - High-performance interactive 2D/3D data visualization library. BSD-3
GitHub (👨💻 150 · 🔀 540 · 📦 460 · 📋 1.1K - 30% open · ⏱️ 07.02.2021):
git clone https://github.com/vispy/vispy
PyPi (📥 13K / month · 📦 120 · ⏱️ 28.11.2020):
pip install vispy
Conda (📥 130K · ⏱️ 13.01.2021):
conda install -c conda-forge vispy
NPM (📥 78 / month · ⏱️ 15.03.2020):
npm install vispy
datashader 🥈 28 · ⭐ 2.4K) - Quickly and accurately render even the largest data. BSD-3
GitHub (👨💻 43 · 🔀 310 · 📦 590 · 📋 470 - 30% open · ⏱️ 17.01.2021):
git clone https://github.com/holoviz/datashader
PyPi (📥 8.9K / month · 📦 70 · ⏱️ 07.01.2021):
pip install datashader
Conda (📥 140K · ⏱️ 08.01.2021):
conda install -c conda-forge datashader
missingno 🥈 27 · ⭐ 2.7K) - Missing data visualization module for Python. MIT
GitHub (👨💻 15 · 🔀 350 · 📦 2.9K · 📋 100 - 14% open · ⏱️ 28.12.2020):
git clone https://github.com/ResidentMario/missingno
PyPi (📥 110K / month · 📦 150 · ⏱️ 09.07.2019):
pip install missingno
Conda (📥 76K · ⏱️ 15.02.2020):
conda install -c conda-forge missingno
Cufflinks 🥈 27 · ⭐ 2.1K) - Productivity Tools for Plotly + Pandas. MIT
GitHub (👨💻 38 · 🔀 540 · 📦 2.7K · 📋 200 - 40% open · ⏱️ 25.02.2021):
git clone https://github.com/santosjorge/cufflinks
PyPi (📥 38K / month · 📦 230 · ⏱️ 01.03.2020):
pip install cufflinks
data-validation 🥈 27 · ⭐ 520) - Library for exploring and validating machine learning.. Apache-2
GitHub (👨💻 20 · 🔀 95 · 📥 210 · 📦 240 · 📋 110 - 33% open · ⏱️ 24.02.2021):
git clone https://github.com/tensorflow/data-validation
PyPi (📥 3.8M / month · 📦 18 · ⏱️ 24.02.2021):
pip install tensorflow-data-validation
Perspective 🥉 26 · ⭐ 3.2K) - Streaming pivot visualization via WebAssembly. Apache-2
GitHub (👨💻 62 · 🔀 350 · 📦 180 · 📋 390 - 19% open · ⏱️ 21.02.2021):
git clone https://github.com/finos/perspective
PyPi (📥 460 / month · 📦 8 · ⏱️ 24.02.2021):
pip install perspective-python
NPM (📥 2K / month · ⏱️ 12.02.2021):
npm install @finos/perspective-jupyterlab
PyVista 🥉 26 · ⭐ 700) - 3D plotting and mesh analysis through a streamlined interface for the.. MIT
GitHub (👨💻 55 · 🔀 140 · 📥 63 · 📦 260 · 📋 420 - 31% open · ⏱️ 24.02.2021):
git clone https://github.com/pyvista/pyvista
PyPi (📥 9.8K / month · 📦 26 · ⏱️ 04.02.2021):
pip install pyvista
Conda (📥 63K · ⏱️ 04.02.2021):
conda install -c conda-forge pyvista
pythreejs 🥉 26 · ⭐ 700 · 📈 ) - A Jupyter - Three.js bridge. BSD-3
GitHub (👨💻 27 · 🔀 160 · 📦 15 · 📋 200 - 30% open · ⏱️ 24.02.2021):
git clone https://github.com/jupyter-widgets/pythreejs
PyPi (📥 5.4K / month · 📦 26 · ⏱️ 09.10.2020):
pip install pythreejs
Conda (📥 270K · ⏱️ 12.10.2020):
conda install -c conda-forge pythreejs
NPM (📥 6.7K / month · 📦 8 · ⏱️ 19.03.2020):
npm install jupyter-threejs
Facets Overview 🥉 25 · ⭐ 6.5K) - Visualizations for machine learning datasets. Apache-2
GitHub (👨💻 28 · 🔀 830 · 📦 39 · 📋 150 - 50% open · ⏱️ 04.02.2021):
git clone https://github.com/pair-code/facets
PyPi (📥 28K / month · 📦 6 · ⏱️ 24.07.2019):
pip install facets-overview
Chartify 🥉 25 · ⭐ 2.8K) - Python library that makes it easy for data scientists to create.. Apache-2
GitHub (👨💻 21 · 🔀 250 · 📦 52 · 📋 70 - 57% open · ⏱️ 05.02.2021):
git clone https://github.com/spotify/chartify
PyPi (📥 2.4K / month · 📦 5 · ⏱️ 02.11.2020):
pip install chartify
Conda (📥 12K · ⏱️ 07.11.2020):
conda install -c conda-forge chartify
HyperTools 🥉 25 · ⭐ 1.6K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT
GitHub (👨💻 21 · 🔀 150 · 📦 100 · 📋 190 - 36% open · ⏱️ 06.01.2021):
git clone https://github.com/ContextLab/hypertools
PyPi (📥 160 / month · 📦 9 · ⏱️ 02.10.2020):
pip install hypertools
hvPlot 🥉 25 · ⭐ 350) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
GitHub (👨💻 22 · 🔀 49 · 📦 480 · 📋 330 - 32% open · ⏱️ 17.01.2021):
git clone https://github.com/holoviz/hvplot
PyPi (📥 20K / month · 📦 30 · ⏱️ 18.11.2020):
pip install hvplot
Conda (📥 67K · ⏱️ 06.01.2021):
conda install -c conda-forge hvplot
PandasGUI 🥉 23 · ⭐ 2K) - A GUI for Pandas DataFrames. MIT
GitHub (👨💻 8 · 🔀 120 · 📦 42 · 📋 79 - 18% open · ⏱️ 24.02.2021):
git clone https://github.com/adamerose/pandasgui
PyPi (📥 1.2K / month · 📦 2 · ⏱️ 12.02.2021):
pip install pandasgui
Multicore-TSNE 🥉 23 · ⭐ 1.5K) - Parallel t-SNE implementation with Python and Torch.. BSD-3
GitHub (👨💻 15 · 🔀 200 · 📦 210 · 📋 56 - 64% open · ⏱️ 19.08.2020):
git clone https://github.com/DmitryUlyanov/Multicore-TSNE
PyPi (📥 2K / month · 📦 28 · ⏱️ 09.01.2019):
pip install MulticoreTSNE
Conda (📥 6.1K · ⏱️ 12.11.2018):
conda install -c conda-forge multicore-tsne
openTSNE 🥉 23 · ⭐ 750) - Extensible, parallel implementations of t-SNE. BSD-3
GitHub (👨💻 10 · 🔀 82 · 📦 180 · 📋 73 - 6% open · ⏱️ 08.01.2021):
git clone https://github.com/pavlin-policar/openTSNE
PyPi (📥 11K / month · 📦 4 · ⏱️ 08.01.2021):
pip install opentsne
Conda (📥 79K · ⏱️ 08.01.2021):
conda install -c conda-forge opentsne
python-ternary 🥉 23 · ⭐ 400) - Ternary plotting library for python with matplotlib. MIT
GitHub (👨💻 25 · 🔀 110 · 📥 14 · 📦 59 · 📋 100 - 24% open · ⏱️ 17.02.2021):
git clone https://github.com/marcharper/python-ternary
PyPi (📥 740 / month · 📦 20 · ⏱️ 17.02.2021):
pip install python-ternary
Conda (📥 49K · ⏱️ 17.02.2021):
conda install -c conda-forge python-ternary
D-Tale 🥉 22 · ⭐ 2.1K) - Visualizer for pandas data structures. ❗️LGPL-2.1
GitHub (👨💻 13 · 🔀 140 · 📦 100 · 📋 310 - 10% open · ⏱️ 25.02.2021):
git clone https://github.com/man-group/dtale
PyPi (📥 3.3K / month · ⏱️ 19.02.2021):
pip install dtale
Conda (📥 37K · ⏱️ 19.02.2021):
conda install -c conda-forge dtale
Pandas-Bokeh 🥉 22 · ⭐ 620) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
GitHub (👨💻 11 · 🔀 77 · 📦 130 · 📋 74 - 28% open · ⏱️ 27.01.2021):
git clone https://github.com/PatrikHlobil/Pandas-Bokeh
PyPi (📥 4.5K / month · 📦 10 · ⏱️ 27.01.2021):
pip install pandas-bokeh
vega 🥉 22 · ⭐ 300) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
GitHub (👨💻 9 · 🔀 46 · 📋 87 - 9% open · ⏱️ 04.02.2021):
git clone https://github.com/vega/ipyvega
PyPi (📥 9.1K / month · 📦 150 · ⏱️ 15.05.2020):
pip install vega
Conda (📥 390K · ⏱️ 10.12.2020):
conda install -c conda-forge vega
joypy 🥉 21 · ⭐ 320) - Joyplots in Python with matplotlib & pandas. MIT
GitHub (👨💻 5 · 🔀 32 · 📦 67 · 📋 38 - 10% open · ⏱️ 28.12.2020):
git clone https://github.com/sbebo/joypy
PyPi (📥 2.1K / month · 📦 6 · ⏱️ 28.12.2020):
pip install joypy
Conda (📥 8.2K · ⏱️ 28.12.2020):
conda install -c conda-forge joypy
lets-plot 🥉 20 · ⭐ 510) - An open-source plotting library for statistical data. MIT
GitHub (👨💻 15 · 🔀 15 · 📦 7 · 📋 140 - 45% open · ⏱️ 22.02.2021):
git clone https://github.com/JetBrains/lets-plot
PyPi (📥 2.5K / month · ⏱️ 09.02.2021):
pip install lets-plot
HiPlot 🥉 19 · ⭐ 2K) - HiPlot makes understanding high dimensional data easy. MIT
GitHub (👨💻 6 · 🔀 90 · 📦 2 · 📋 58 - 17% open · ⏱️ 10.02.2021):
git clone https://github.com/facebookresearch/hiplot
PyPi (📥 2K / month · ⏱️ 10.02.2021):
pip install hiplot
Conda (📥 47K · ⏱️ 10.02.2021):
conda install -c conda-forge hiplot
Sweetviz 🥉 19 · ⭐ 1.3K) - Visualize and compare datasets, target values and associations, with one.. MIT
GitHub (👨💻 6 · 🔀 140 · 📋 71 - 28% open · ⏱️ 23.02.2021):
git clone https://github.com/fbdesignpro/sweetviz
PyPi (📥 6.3K / month · ⏱️ 23.02.2021):
pip install sweetviz
animatplot 🥉 19 · ⭐ 360) - A python package for animating plots build on matplotlib. MIT
GitHub (👨💻 7 · 🔀 33 · 📦 14 · 📋 31 - 51% open · ⏱️ 05.10.2020):
git clone https://github.com/t-makaro/animatplot
PyPi (📥 65 / month · 📦 1 · ⏱️ 05.10.2020):
pip install animatplot
Conda (📥 5.3K · ⏱️ 06.10.2020):
conda install -c conda-forge animatplot
AutoViz 🥉 19 · ⭐ 310) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
GitHub (👨💻 10 · 🔀 55 · 📦 31 · 📋 22 - 27% open · ⏱️ 21.12.2020):
git clone https://github.com/AutoViML/AutoViz
PyPi (📥 880 / month · ⏱️ 10.12.2020):
pip install autoviz
PyWaffle 🥉 18 · ⭐ 400 · 💤 ) - Make Waffle Charts in Python. MIT
GitHub (👨💻 6 · 🔀 63 · 📦 41 · 📋 12 - 16% open · ⏱️ 26.07.2020):
git clone https://github.com/gyli/PyWaffle
PyPi (📥 730 / month · ⏱️ 26.07.2020):
pip install pywaffle
FiftyOne 🥉 18 · ⭐ 210) - Visualize, create, and debug image and video datasets.. Apache-2
GitHub (👨💻 10 · 🔀 18 · 📋 350 - 36% open · ⏱️ 24.02.2021):
git clone https://github.com/voxel51/fiftyone
PyPi (📥 350 / month · ⏱️ 18.02.2021):
pip install fiftyone
data-describe 🥉 14 · ⭐ 260) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
GitHub (👨💻 14 · 🔀 12 · 📋 240 - 27% open · ⏱️ 15.01.2021):
git clone https://github.com/data-describe/data-describe
PyPi (📥 64 / month · ⏱️ 03.12.2020):
pip install data-describe
nx-altair 🥉 14 · ⭐ 160 · 💤 ) - Draw interactive NetworkX graphs with Altair. MIT
GitHub (👨💻 3 · 🔀 19 · 📋 9 - 55% open · ⏱️ 02.06.2020):
git clone https://github.com/Zsailer/nx_altair
PyPi (📥 81 / month · 📦 4 · ⏱️ 02.06.2020):
pip install nx-altair
Show 6 hidden projects...
plotnine 🥈 27 · ⭐ 2.6K) - A grammar of graphics for Python. ❗️GPL-2.0 PDPbox 🥉 23 · ⭐ 530 · 💀 ) - python partial dependence plot toolbox. MIT pivottablejs 🥉 19 · ⭐ 420 · 💀 ) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT ivis 🥉 18 · ⭐ 220) - Dimensionality reduction in very large datasets using Siamese.. ❗️GPL-2.0 pdvega 🥉 16 · ⭐ 340 · 💀 ) - Interactive plotting for Pandas using Vega-Lite. MIT nptsne 🥉 14 · ⭐ 25) - nptsne is a numpy compatible python binary package that offers a number.. Apache-2
Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.
spaCy 🥇 37 · ⭐ 20K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
GitHub (👨💻 570 · 🔀 3.3K · 📥 3K · 📦 22K · 📋 4.4K - 2% open · ⏱️ 24.02.2021):
git clone https://github.com/explosion/spaCy
PyPi (📥 790K / month · 📦 3.1K · ⏱️ 14.02.2021):
pip install spacy
Conda (📥 1.5M · ⏱️ 14.02.2021):
conda install -c conda-forge spacy
transformers 🥇 36 · ⭐ 41K) - Transformers: State-of-the-art Natural Language.. Apache-2
GitHub (👨💻 780 · 🔀 10K · 📥 1.3K · 📦 8K · 📋 6.1K - 11% open · ⏱️ 25.02.2021):
git clone https://github.com/huggingface/transformers
PyPi (📥 600K / month · 📦 130 · ⏱️ 24.02.2021):
pip install transformers
Conda (📥 23K · ⏱️ 09.02.2021):
conda install -c conda-forge transformers
gensim 🥇 35 · ⭐ 12K) - Topic Modelling for Humans. ❗️LGPL-2.1
GitHub (👨💻 390 · 🔀 3.9K · 📥 3K · 📦 21K · 📋 1.6K - 21% open · ⏱️ 13.02.2021):
git clone https://github.com/RaRe-Technologies/gensim
PyPi (📥 4.5M / month · 📦 4.7K · ⏱️ 15.11.2020):
pip install gensim
Conda (📥 600K · ⏱️ 14.05.2020):
conda install -c conda-forge gensim
nltk 🥇 34 · ⭐ 9.7K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
GitHub (👨💻 390 · 🔀 2.4K · 📦 90K · 📋 1.5K - 15% open · ⏱️ 10.02.2021):
git clone https://github.com/nltk/nltk
PyPi (📥 3.7M / month · 📦 21K · ⏱️ 12.04.2020):
pip install nltk
Conda (📥 630K · ⏱️ 08.08.2019):
conda install -c conda-forge nltk
AllenNLP 🥇 32 · ⭐ 9.7K) - An open-source NLP research library, built on PyTorch. Apache-2
GitHub (👨💻 230 · 🔀 2K · 📥 36 · 📦 1.5K · 📋 2.3K - 4% open · ⏱️ 24.02.2021):
git clone https://github.com/allenai/allennlp
PyPi (📥 13K / month · 📦 230 · ⏱️ 24.02.2021):
pip install allennlp
fairseq 🥇 31 · ⭐ 11K · 📈 ) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
GitHub (👨💻 310 · 🔀 2.9K · 📥 100 · 📦 310 · 📋 2.5K - 26% open · ⏱️ 25.02.2021):
git clone https://github.com/pytorch/fairseq
PyPi (📥 8.8K / month · 📦 20 · ⏱️ 05.01.2021):
pip install fairseq
ChatterBot 🥇 31 · ⭐ 11K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3
GitHub (👨💻 100 · 🔀 3.7K · 📦 3.2K · 📋 1.5K - 16% open · ⏱️ 20.08.2020):
git clone https://github.com/gunthercox/ChatterBot
PyPi (📥 22K / month · 📦 680 · ⏱️ 22.08.2020):
pip install chatterbot
sentencepiece 🥇 31 · ⭐ 4.8K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
GitHub (👨💻 49 · 🔀 650 · 📥 11K · 📦 6K · 📋 420 - 6% open · ⏱️ 23.02.2021):
git clone https://github.com/google/sentencepiece
PyPi (📥 790K / month · 📦 240 · ⏱️ 10.01.2021):
pip install sentencepiece
Conda (📥 32K · ⏱️ 09.02.2021):
conda install -c conda-forge sentencepiece
flair 🥇 30 · ⭐ 10K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT
GitHub (👨💻 160 · 🔀 1.5K · 📦 630 · 📋 1.4K - 6% open · ⏱️ 21.02.2021):
git clone https://github.com/flairNLP/flair
PyPi (📥 36K / month · 📦 48 · ⏱️ 01.12.2020):
pip install flair
torchtext 🥇 30 · ⭐ 2.6K) - Data loaders and abstractions for text and NLP. BSD-3
GitHub (👨💻 110 · 🔀 600 · 📦 3.8K · 📋 580 - 45% open · ⏱️ 25.02.2021):
git clone https://github.com/pytorch/text
PyPi (📥 73K / month · 📦 680 · ⏱️ 10.12.2020):
pip install torchtext
snowballstemmer 🥇 30 · ⭐ 470) - Snowball compiler and stemming algorithms. BSD-3
GitHub (👨💻 25 · 🔀 130 · 📦 45K · 📋 59 - 28% open · ⏱️ 02.02.2021):
git clone https://github.com/snowballstem/snowball
PyPi (📥 2.1M / month · 📦 13K · ⏱️ 21.01.2021):
pip install snowballstemmer
Conda (📥 2.1M · ⏱️ 21.01.2021):
conda install -c conda-forge snowballstemmer
TextBlob 🥈 29 · ⭐ 7.6K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT
GitHub (👨💻 34 · 🔀 990 · 📥 88 · 📦 10K · 📋 230 - 35% open · ⏱️ 18.02.2021):
git clone https://github.com/sloria/TextBlob
PyPi (📥 220K / month · 📦 2.5K · ⏱️ 24.02.2019):
pip install textblob
Conda (📥 110K · ⏱️ 24.02.2019):
conda install -c conda-forge textblob
Rasa 🥈 28 · ⭐ 11K) - Open source machine learning framework to automate text- and voice-.. Apache-2
GitHub (👨💻 460 · 🔀 3.3K · 📋 5.1K - 10% open · ⏱️ 24.02.2021):
git clone https://github.com/RasaHQ/rasa
PyPi (📥 63K / month · 📦 64 · ⏱️ 17.02.2021):
pip install rasa
stanza 🥈 28 · ⭐ 5.2K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
GitHub (👨💻 32 · 🔀 660 · 📦 340 · 📋 460 - 10% open · ⏱️ 10.02.2021):
git clone https://github.com/stanfordnlp/stanza
PyPi (📥 13K / month · 📦 4 · ⏱️ 27.01.2021):
pip install stanza
Conda (📥 3.2K · ⏱️ 27.01.2021):
conda install -c stanfordnlp stanza
OpenNMT 🥈 28 · ⭐ 4.8K) - Open Source Neural Machine Translation in PyTorch. MIT
GitHub (👨💻 160 · 🔀 1.8K · 📦 73 · 📋 1.2K - 7% open · ⏱️ 23.02.2021):
git clone https://github.com/OpenNMT/OpenNMT-py
PyPi (📥 1.6K / month · 📦 4 · ⏱️ 27.01.2021):
pip install OpenNMT-py
Tokenizers 🥈 28 · ⭐ 4.3K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
GitHub (👨💻 40 · 🔀 310 · 📦 25 · 📋 390 - 20% open · ⏱️ 10.02.2021):
git clone https://github.com/huggingface/tokenizers
PyPi (📥 750K / month · ⏱️ 08.02.2021):
pip install tokenizers
Conda (📥 28K · ⏱️ 19.11.2020):
conda install -c conda-forge tokenizers
sentence-transformers 🥈 28 · ⭐ 4.2K) - Sentence Embeddings with BERT & XLNet. Apache-2
GitHub (👨💻 41 · 🔀 810 · 📦 680 · 📋 710 - 46% open · ⏱️ 24.02.2021):
git clone https://github.com/UKPLab/sentence-transformers
PyPi (📥 380K / month · ⏱️ 04.01.2021):
pip install sentence-transformers
Dedupe 🥈 28 · ⭐ 2.9K) - A python library for accurate and scalable fuzzy matching, record.. MIT
GitHub (👨💻 55 · 🔀 420 · 📦 180 · 📋 630 - 8% open · ⏱️ 15.01.2021):
git clone https://github.com/dedupeio/dedupe
PyPi (📥 36K / month · 📦 78 · ⏱️ 06.09.2020):
pip install dedupe
phonenumbers 🥈 28 · ⭐ 2.6K) - Python port of Google's libphonenumber. Apache-2
GitHub (👨💻 22 · 🔀 330 · 📋 120 - 2% open · ⏱️ 09.02.2021):
git clone https://github.com/daviddrysdale/python-phonenumbers
PyPi (📥 600K / month · 📦 2.3K · ⏱️ 09.02.2021):
pip install phonenumbers
Conda (📥 380K · ⏱️ 04.08.2019):
conda install -c conda-forge phonenumbers
fastText 🥈 27 · ⭐ 22K · 💤 ) - Library for fast text representation and classification. MIT
GitHub (👨💻 58 · 🔀 4.3K · 📦 1.5K · 📋 1K - 42% open · ⏱️ 18.07.2020):
git clone https://github.com/facebookresearch/fastText
PyPi (📦 190 · ⏱️ 28.04.2020):
pip install fasttext
Conda (📥 18K · ⏱️ 12.10.2020):
conda install -c conda-forge fasttext
DeepPavlov 🥈 26 · ⭐ 5K) - An open source library for deep learning end-to-end dialog.. Apache-2
GitHub (👨💻 61 · 🔀 890 · 📦 180 · 📋 540 - 16% open · ⏱️ 24.12.2020):
git clone https://github.com/deepmipt/DeepPavlov
PyPi (📥 4.9K / month · 📦 4 · ⏱️ 24.12.2020):
pip install deeppavlov
ftfy 🥈 26 · ⭐ 2.9K) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
GitHub (👨💻 17 · 🔀 100 · 📦 2.8K · 📋 110 - 10% open · ⏱️ 11.02.2021):
git clone https://github.com/LuminosoInsight/python-ftfy
PyPi (📥 270K / month · 📦 760 · ⏱️ 11.02.2021):
pip install ftfy
Conda (📥 95K · ⏱️ 20.01.2021):
conda install -c conda-forge ftfy
GluonNLP 🥈 26 · ⭐ 2.2K) - Toolkit that enables easy text preprocessing, datasets loading.. Apache-2
GitHub (👨💻 81 · 🔀 510 · 📦 410 · 📋 540 - 46% open · ⏱️ 22.02.2021):
git clone https://github.com/dmlc/gluon-nlp
PyPi (📥 23K / month · 📦 22 · ⏱️ 13.08.2020):
pip install gluonnlp
TextDistance 🥈 26 · ⭐ 1.9K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
GitHub (👨💻 9 · 🔀 160 · 📥 100 · 📦 360 · ⏱️ 29.01.2021):
git clone https://github.com/life4/textdistance
PyPi (📥 110K / month · 📦 28 · ⏱️ 29.01.2021):
pip install textdistance
Conda (📥 25K · ⏱️ 29.01.2021):
conda install -c conda-forge textdistance
textacy 🥈 26 · ⭐ 1.6K) - NLP, before and after spaCy. Apache-2
GitHub (👨💻 29 · 🔀 210 · 📋 230 - 14% open · ⏱️ 09.01.2021):
git clone https://github.com/chartbeat-labs/textacy
PyPi (📥 48K / month · 📦 150 · ⏱️ 29.08.2020):
pip install textacy
Conda (📥 77K · ⏱️ 19.11.2020):
conda install -c conda-forge textacy
TensorFlow Text 🥈 26 · ⭐ 700) - Making text a first-class citizen in TensorFlow. Apache-2
GitHub (👨💻 34 · 🔀 87 · 📦 490 · 📋 130 - 33% open · ⏱️ 24.02.2021):
git clone https://github.com/tensorflow/text
PyPi (📥 120K / month · 📦 4 · ⏱️ 13.01.2021):
pip install tensorflow-text
inflect 🥈 26 · ⭐ 480 · 📉 ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
GitHub (👨💻 28 · 🔀 58 · 📋 73 - 15% open · ⏱️ 24.02.2021):
git clone https://github.com/jaraco/inflect
PyPi (📥 730K / month · 📦 1.4K · ⏱️ 24.02.2021):
pip install inflect
Conda (📥 130K · ⏱️ 08.01.2021):
conda install -c conda-forge inflect
ParlAI 🥈 25 · ⭐ 7K) - A framework for training and evaluating AI models on a variety of.. MIT
GitHub (👨💻 140 · 🔀 1.4K · 📦 10 · 📋 940 - 9% open · ⏱️ 24.02.2021):
git clone https://github.com/facebookresearch/ParlAI
PyPi (📥 850 / month · ⏱️ 19.01.2021):
pip install parlai
PyText 🥈 25 · ⭐ 6.1K) - A natural language modeling framework based on PyTorch. BSD-3
GitHub (👨💻 160 · 🔀 790 · 📥 220 · 📦 65 · 📋 200 - 63% open · ⏱️ 25.02.2021):
git clone https://github.com/facebookresearch/pytext
PyPi (📥 270 / month · 📦 1 · ⏱️ 08.06.2020):
pip install pytext-nlp
vaderSentiment 🥈 25 · ⭐ 2.8K · 💤 ) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. MIT
GitHub (👨💻 10 · 🔀 740 · 📦 2.3K · 📋 100 - 28% open · ⏱️ 22.05.2020):
git clone https://github.com/cjhutto/vaderSentiment
PyPi (📥 66K / month · 📦 290 · ⏱️ 22.05.2020):
pip install vadersentiment
spark-nlp 🥈 25 · ⭐ 2K) - State of the Art Natural Language Processing. Apache-2
GitHub (👨💻 80 · 🔀 420 · 📋 430 - 16% open · ⏱️ 25.02.2021):
git clone https://github.com/JohnSnowLabs/spark-nlp
PyPi (📥 290K / month · ⏱️ 19.02.2021):
pip install spark-nlp
haystack 🥈 25 · ⭐ 1.4K) - End-to-end Python framework for building natural language search.. Apache-2
GitHub (👨💻 35 · 🔀 260 · 📦 35 · 📋 490 - 14% open · ⏱️ 24.02.2021):
git clone https://github.com/deepset-ai/haystack
PyPi (📥 540 / month · 📦 170 · ⏱️ 03.07.2017):
pip install haystack
jellyfish 🥈 25 · ⭐ 1.4K) - a python library for doing approximate and phonetic matching of.. BSD-2
GitHub (👨💻 20 · 🔀 120 · 📦 2.1K · 📋 96 - 10% open · ⏱️ 30.12.2020):
git clone https://github.com/jamesturk/jellyfish
PyPi (📥 630K / month · 📦 650 · ⏱️ 21.05.2020):
pip install jellyfish
Conda (📥 110K · ⏱️ 08.01.2021):
conda install -c conda-forge jellyfish
pyahocorasick 🥈 25 · ⭐ 580) - Python module (C extension and plain python) implementing Aho-.. BSD-3
GitHub (👨💻 20 · 🔀 88 · 📦 500 · 📋 98 - 32% open · ⏱️ 26.01.2021):
git clone https://github.com/WojciechMula/pyahocorasick
PyPi (📥 120K / month · 📦 100 · ⏱️ 26.01.2021):
pip install pyahocorasick
Conda (📥 110K · ⏱️ 13.10.2020):
conda install -c conda-forge pyahocorasick
Snips NLU 🥉 24 · ⭐ 3.5K · 💤 ) - Snips Python library to extract meaning from text. Apache-2
GitHub (👨💻 21 · 🔀 460 · 📋 250 - 20% open · ⏱️ 08.02.2020):
git clone https://github.com/snipsco/snips-nlu
PyPi (📥 3K / month · 📦 16 · ⏱️ 15.01.2020):
pip install snips-nlu
T5 🥉 24 · ⭐ 3.2K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
GitHub (👨💻 33 · 🔀 430 · 📦 23 · ⏱️ 23.02.2021):
git clone https://github.com/google-research/text-to-text-transfer-transformer
PyPi (📥 4.6K / month · ⏱️ 18.12.2020):
pip install t5
Sumy 🥉 24 · ⭐ 2.5K) - Module for automatic summarization of text documents and HTML pages. Apache-2
GitHub (👨💻 20 · 🔀 440 · 📦 670 · 📋 88 - 11% open · ⏱️ 21.11.2020):
git clone https://github.com/miso-belica/sumy
PyPi (📥 5.4K / month · 📦 190 · ⏱️ 19.05.2019):
pip install sumy
fastNLP 🥉 24 · ⭐ 2K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2
GitHub (👨💻 49 · 🔀 350 · 📥 54 · 📦 25 · 📋 140 - 11% open · ⏱️ 23.02.2021):
git clone https://github.com/fastnlp/fastNLP
PyPi (📥 400 / month · 📦 1 · ⏱️ 04.02.2019):
pip install fastnlp
pytorch-nlp 🥉 24 · ⭐ 1.9K) - Basic Utilities for PyTorch Natural Language Processing (NLP). BSD-3
GitHub (👨💻 17 · 🔀 220 · 📦 180 · 📋 63 - 22% open · ⏱️ 26.01.2021):
git clone https://github.com/PetrochukM/PyTorch-NLP
PyPi (📥 2K / month · 📦 18 · ⏱️ 04.11.2019):
pip install pytorch-nlp
PyTextRank 🥉 24 · ⭐ 1.5K) - Python implementation of TextRank for phrase extraction and.. MIT
GitHub (👨💻 13 · 🔀 300 · 📦 120 · 📋 56 - 32% open · ⏱️ 21.02.2021):
git clone https://github.com/DerwenAI/pytextrank
PyPi (📥 4.2K / month · 📦 6 · ⏱️ 14.02.2021):
pip install pytextrank
sense2vec 🥉 24 · ⭐ 1.2K) - Contextually-keyed word vectors. MIT
GitHub (👨💻 15 · 🔀 200 · 📥 13K · 📦 50 · 📋 94 - 15% open · ⏱️ 07.02.2021):
git clone https://github.com/explosion/sense2vec
PyPi (📥 2.2K / month · 📦 12 · ⏱️ 07.02.2021):
pip install sense2vec
Conda (📥 15K · ⏱️ 16.03.2020):
conda install -c conda-forge sense2vec
spacy-transformers 🥉 24 · ⭐ 910) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
GitHub (👨💻 15 · 🔀 100 · 📦 87 · ⏱️ 08.02.2021):
git clone https://github.com/explosion/spacy-transformers
PyPi (📥 16K / month · 📦 6 · ⏱️ 02.02.2021):
pip install spacy-transformers
SciSpacy 🥉 24 · ⭐ 840) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
GitHub (👨💻 18 · 🔀 120 · 📦 210 · 📋 160 - 12% open · ⏱️ 23.02.2021):
git clone https://github.com/allenai/scispacy
PyPi (📥 9.1K / month · 📦 12 · ⏱️ 12.02.2021):
pip install scispacy
CLTK 🥉 24 · ⭐ 630) - The Classical Language Toolkit. MIT
GitHub (👨💻 110 · 🔀 300 · 📥 22 · 📦 160 · 📋 490 - 25% open · ⏱️ 24.02.2021):
git clone https://github.com/cltk/cltk
PyPi (📥 1K / month · 📦 68 · ⏱️ 24.02.2021):
pip install cltk
Ciphey 🥉 23 · ⭐ 6.3K) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
GitHub (👨💻 39 · 🔀 350 · 📋 220 - 21% open · ⏱️ 22.02.2021):
git clone https://github.com/Ciphey/Ciphey
PyPi (📥 2.3K / month · ⏱️ 02.12.2020):
pip install ciphey
Docker Hub (📥 8.1K · ⭐ 2 · ⏱️ 14.02.2021):
docker pull remnux/ciphey
flashtext 🥉 23 · ⭐ 4.7K · 💤 ) - Extract Keywords from sentence or Replace keywords in sentences. MIT
GitHub (👨💻 8 · 🔀 520 · 📦 370 · 📋 97 - 49% open · ⏱️ 03.05.2020):
git clone https://github.com/vi3k6i5/flashtext
PyPi (📥 160K / month · 📦 32 · ⏱️ 16.02.2018):
pip install flashtext
textgenrnn 🥉 23 · ⭐ 4.3K · 💤 ) - Easily train your own text-generating neural network of any.. MIT
GitHub (👨💻 19 · 🔀 680 · 📥 410 · 📦 660 · 📋 200 - 59% open · ⏱️ 14.07.2020):
git clone https://github.com/minimaxir/textgenrnn
PyPi (📥 540 / month · 📦 28 · ⏱️ 02.02.2020):
pip install textgenrnn
neuralcoref 🥉 23 · ⭐ 2.2K) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
GitHub (👨💻 20 · 🔀 380 · 📥 170 · 📦 290 · 📋 260 - 17% open · ⏱️ 24.02.2021):
git clone https://github.com/huggingface/neuralcoref
PyPi (📥 2.4K / month · 📦 18 · ⏱️ 08.04.2019):
pip install neuralcoref
Conda (📥 6.3K · ⏱️ 21.02.2020):
conda install -c conda-forge neuralcoref
pySBD 🥉 23 · ⭐ 280) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
GitHub (👨💻 6 · 🔀 26 · 📦 110 · 📋 51 - 7% open · ⏱️ 11.02.2021):
git clone https://github.com/nipunsadvilkar/pySBD
PyPi (📥 11K / month · 📦 4 · ⏱️ 11.02.2021):
pip install pysbd
scattertext 🥉 22 · ⭐ 1.5K) - Beautiful visualizations of how language differs among document.. Apache-2
GitHub (👨💻 10 · 🔀 200 · 📦 150 · 📋 74 - 22% open · ⏱️ 08.02.2021):
git clone https://github.com/JasonKessler/scattertext
PyPi (📥 1.4K / month · 📦 16 · ⏱️ 18.01.2021):
pip install scattertext
Conda (📥 45K · ⏱️ 18.01.2021):
conda install -c conda-forge scattertext
FARM 🥉 22 · ⭐ 1.1K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2
GitHub (👨💻 31 · 🔀 160 · 📋 340 - 9% open · ⏱️ 24.02.2021):
git clone https://github.com/deepset-ai/FARM
PyPi (📥 2.7K / month · 📦 2 · ⏱️ 22.02.2021):
pip install farm
DeepMatcher 🥉 21 · ⭐ 3.5K · 💤 ) - Python package for performing Entity and Text Matching using.. BSD-3
GitHub (👨💻 7 · 🔀 1.3K · 📦 10 · 📋 64 - 73% open · ⏱️ 20.04.2020):
git clone https://github.com/anhaidgroup/deepmatcher
PyPi (📥 220 / month · ⏱️ 30.12.2019):
pip install deepmatcher
NLP Architect 🥉 21 · ⭐ 2.6K) - A model library for exploring state-of-the-art deep learning.. Apache-2
GitHub (👨💻 36 · 🔀 390 · 📦 7 · 📋 120 - 13% open · ⏱️ 14.01.2021):
git clone https://github.com/IntelLabs/nlp-architect
PyPi (📥 220 / month · ⏱️ 12.04.2020):
pip install nlp-architect
gpt-2-simple 🥉 21 · ⭐ 2.5K) - Python package to easily retrain OpenAI's GPT-2 text-.. MIT
GitHub (👨💻 17 · 🔀 520 · 📥 190 · 📋 230 - 60% open · ⏱️ 14.02.2021):
git clone https://github.com/minimaxir/gpt-2-simple
PyPi (📥 4.5K / month · 📦 3 · ⏱️ 14.02.2021):
pip install gpt-2-simple
Texar 🥉 21 · ⭐ 2.1K · 💤 ) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
GitHub (👨💻 41 · 🔀 330 · 📦 12 · 📋 160 - 20% open · ⏱️ 29.07.2020):
git clone https://github.com/asyml/texar
PyPi (📥 50 / month · 📦 2 · ⏱️ 19.11.2019):
pip install texar
fast-bert 🥉 21 · ⭐ 1.5K) - Super easy library for BERT based NLP models. Apache-2
GitHub (👨💻 34 · 🔀 310 · 📋 230 - 59% open · ⏱️ 05.02.2021):
git clone https://github.com/kaushaltrivedi/fast-bert
PyPi (📥 1K / month · 📦 2 · ⏱️ 09.12.2020):
pip install fast-bert
NeMo 🥉 20 · ⭐ 2.4K) - NeMo: a toolkit for conversational AI. Apache-2
GitHub (👨💻 78 · 🔀 420 · 📥 2.7K · 📋 470 - 40% open · ⏱️ 24.02.2021):
git clone https://github.com/NVIDIA/NeMo
PyPi (📥 1.4K / month · 📦 4 · ⏱️ 11.12.2020):
pip install nemo-toolkit
Texthero 🥉 20 · ⭐ 2.1K) - Text preprocessing, representation and visualization from zero to hero. MIT
GitHub (👨💻 18 · 🔀 180 · 📥 62 · 📋 120 - 60% open · ⏱️ 03.11.2020):
git clone https://github.com/jbesomi/texthero
PyPi (📥 1.5K / month · ⏱️ 06.07.2020):
pip install texthero
DELTA 🥉 20 · ⭐ 1.4K) - DELTA is a deep learning based natural language and speech.. Apache-2
GitHub (👨💻 41 · 🔀 280 · 📋 77 - 11% open · ⏱️ 17.12.2020):
git clone https://github.com/Delta-ML/delta
PyPi (📥 3 / month · ⏱️ 27.03.2020):
pip install delta-nlp
Docker Hub (📥 12K · ⏱️ 24.02.2021):
docker pull zh794390558/delta
Sockeye 🥉 20 · ⭐ 990) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
GitHub (👨💻 52 · 🔀 290 · 📋 240 - 8% open · ⏱️ 05.02.2021):
git clone https://github.com/awslabs/sockeye
PyPi (📥 380 / month · 📦 2 · ⏱️ 08.02.2021):
pip install sockeye
YouTokenToMe 🥉 20 · ⭐ 720) - Unsupervised text tokenizer focused on computational efficiency. MIT
GitHub (👨💻 6 · 🔀 44 · 📦 98 · 📋 42 - 47% open · ⏱️ 28.01.2021):
git clone https://github.com/vkcom/youtokentome
PyPi (📥 3.6K / month · 📦 12 · ⏱️ 12.02.2020):
pip install youtokentome
finetune 🥉 20 · ⭐ 630) - Scikit-learn style model finetuning for NLP. MPL-2.0
GitHub (👨💻 19 · 🔀 66 · 📦 9 · 📋 130 - 14% open · ⏱️ 19.02.2021):
git clone https://github.com/IndicoDataSolutions/finetune
PyPi (📥 160 / month · 📦 2 · ⏱️ 10.01.2020):
pip install finetune
Kashgari 🥉 19 · ⭐ 2K) - Kashgari is a production-level NLP Transfer learning framework.. Apache-2
GitHub (👨💻 19 · 🔀 380 · 📦 23 · 📋 340 - 10% open · ⏱️ 29.10.2020):
git clone https://github.com/BrikerMan/Kashgari
PyPi (📥 80 / month · 📦 1 · ⏱️ 18.10.2019):
pip install kashgari-tf
textpipe 🥉 19 · ⭐ 270) - Textpipe: clean and extract metadata from text. MIT
GitHub (👨💻 27 · 🔀 20 · 📦 7 · 📋 46 - 45% open · ⏱️ 25.01.2021):
git clone https://github.com/textpipe/textpipe
PyPi (📥 700 / month · 📦 1 · ⏱️ 25.01.2021):
pip install textpipe
Camphr 🥉 18 · ⭐ 330) - spaCy plugin for Transformers , Udify, ELmo, etc. Apache-2 spacy
GitHub (👨💻 7 · 🔀 17 · 📋 28 - 42% open · ⏱️ 22.02.2021):
git clone https://github.com/PKSHATechnology-Research/camphr
PyPi (📥 310 / month · ⏱️ 18.02.2021):
pip install camphr
skift 🥉 18 · ⭐ 210) - scikit-learn wrappers for Python fastText. MIT
GitHub (👨💻 6 · 🔀 22 · 📦 8 · 📋 10 - 20% open · ⏱️ 19.01.2021):
git clone https://github.com/shaypal5/skift
PyPi (📥 2.3K / month · ⏱️ 27.08.2020):
pip install skift
Headliner 🥉 16 · ⭐ 220 · 💤 ) - Easy training and deployment of seq2seq models. MIT
GitHub (👨💻 2 · 🔀 38 · 📦 3 · 📋 14 - 7% open · ⏱️ 14.02.2020):
git clone https://github.com/as-ideas/headliner
PyPi (📥 72 / month · 📦 1 · ⏱️ 24.01.2020):
pip install headliner
Translate 🥉 15 · ⭐ 680) - Translate - a PyTorch Language Library. BSD-3
GitHub (👨💻 85 · 🔀 160 · 📋 93 - 70% open · ⏱️ 15.02.2021):
git clone https://github.com/pytorch/translate
PyPi (📥 5 / month · ⏱️ 01.05.2018):
pip install pytorch-translate
VizSeq 🥉 15 · ⭐ 310) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
GitHub (👨💻 3 · 🔀 39 · 📦 2 · 📋 15 - 46% open · ⏱️ 13.12.2020):
git clone https://github.com/facebookresearch/vizseq
PyPi (📥 73 / month · ⏱️ 07.08.2020):
pip install vizseq
OpenNRE 🥉 14 · ⭐ 3K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT TransferNLP 🥉 14 · ⭐ 290 · 💤 ) - NLP library designed for reproducible experimentation.. MIT
GitHub (👨💻 7 · 🔀 18 · 📋 23 - 17% open · ⏱️ 28.05.2020):
git clone https://github.com/feedly/transfer-nlp
PyPi (📥 39 / month · ⏱️ 28.05.2020):
pip install transfer-nlp
NeuralQA 🥉 14 · ⭐ 180) - NeuralQA: A Usable Library for Question Answering on Large Datasets with.. MIT
GitHub (👨💻 3 · 🔀 24 · 📦 2 · 📋 29 - 72% open · ⏱️ 16.12.2020):
git clone https://github.com/victordibia/neuralqa
PyPi (📥 16 / month · ⏱️ 18.09.2020):
pip install neuralqa
textvec 🥉 14 · ⭐ 160) - Text vectorization tool to outperform TFIDF for classification tasks. MIT
GitHub (👨💻 5 · 🔀 21 · 📦 2 · 📋 8 - 25% open · ⏱️ 03.12.2020):
git clone https://github.com/textvec/textvec
PyPi (📥 52 / month · ⏱️ 03.12.2020):
pip install textvec
Show 9 hidden projects...
fuzzywuzzy 🥈 29 · ⭐ 7.9K) - Fuzzy String Matching in Python. ❗️GPL-2.0 langid 🥈 26 · ⭐ 1.7K · 💀 ) - Stand-alone language identification system. BSD-3 polyglot 🥉 24 · ⭐ 1.8K) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0 anaGo 🥉 22 · ⭐ 1.4K · 💀 ) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT stop-words 🥉 21 · ⭐ 120 · 💀 ) - Get list of common stop words in various languages in Python. BSD-3 MatchZoo 🥉 20 · ⭐ 3.4K · 💀 ) - Facilitating the design, comparison and sharing of deep.. Apache-2 pyfasttext 🥉 19 · ⭐ 230 · 💀 ) - Yet another Python binding for fastText. ❗️GPL-3.0 NeuroNER 🥉 17 · ⭐ 1.5K · 💀 ) - Named-entity recognition using neural networks. Easy-to-use and.. MIT ONNX-T5 🥉 14 · ⭐ 140 · 🐣 ) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.
Pillow 🥇 39 · ⭐ 8.2K) - The friendly PIL fork (Python Imaging Library). ❗️PIL
GitHub (👨💻 350 · 🔀 1.6K · 📦 410K · 📋 2.1K - 11% open · ⏱️ 24.02.2021):
git clone https://github.com/python-pillow/Pillow
PyPi (📥 10M / month · 📦 110K · ⏱️ 02.01.2021):
pip install Pillow
Conda (📥 7.3M · ⏱️ 08.02.2021):
conda install -c conda-forge pillow
torchvision 🥇 36 · ⭐ 8.4K · 📈 ) - Datasets, Transforms and Models specific to Computer.. BSD-3
GitHub (👨💻 360 · 🔀 4.4K · 📦 42K · 📋 1.6K - 28% open · ⏱️ 25.02.2021):
git clone https://github.com/pytorch/vision
PyPi (📥 450K / month · 📦 4.6K · ⏱️ 10.12.2020):
pip install torchvision
Conda (📥 34K · ⏱️ 14.10.2018):
conda install -c conda-forge torchvision
scikit-image 🥇 32 · ⭐ 4.2K · 📉 ) - Image processing in Python. BSD-2
GitHub (👨💻 480 · 🔀 1.8K · 📦 62K · 📋 2.2K - 31% open · ⏱️ 23.02.2021):
git clone https://github.com/scikit-image/scikit-image
PyPi (📥 1.4M / month · 📦 15K · ⏱️ 23.12.2020):
pip install scikit-image
Conda (📥 2.2M · ⏱️ 21.01.2021):
conda install -c conda-forge scikit-image
imgaug 🥇 31 · ⭐ 11K · 💤 ) - Image augmentation for machine learning experiments. MIT
GitHub (👨💻 36 · 🔀 2K · 📦 5.4K · 📋 430 - 51% open · ⏱️ 01.06.2020):
git clone https://github.com/aleju/imgaug
PyPi (📥 94K / month · 📦 560 · ⏱️ 05.02.2020):
pip install imgaug
Conda (📥 34K · ⏱️ 14.02.2020):
conda install -c conda-forge imgaug
imageio 🥇 31 · ⭐ 840) - Python library for reading and writing image data. BSD-2
GitHub (👨💻 76 · 🔀 170 · 📦 37K · 📋 340 - 19% open · ⏱️ 24.02.2021):
git clone https://github.com/imageio/imageio
PyPi (📥 1.5M / month · 📦 3.8K · ⏱️ 06.07.2020):
pip install imageio
Conda (📥 1.7M · ⏱️ 06.07.2020):
conda install -c conda-forge imageio
opencv-python 🥈 30 · ⭐ 1.8K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
GitHub (👨💻 27 · 🔀 330 · 📋 390 - 3% open · ⏱️ 28.12.2020):
git clone https://github.com/skvark/opencv-python
PyPi (📥 1.5M / month · 📦 13K · ⏱️ 03.01.2021):
pip install opencv-python
Wand 🥈 30 · ⭐ 1.1K) - The ctypes-based simple ImageMagick binding for Python. MIT
GitHub (👨💻 95 · 🔀 180 · 📥 5.2K · 📦 3.4K · 📋 340 - 3% open · ⏱️ 25.02.2021):
git clone https://github.com/emcconville/wand
PyPi (📥 110K / month · 📦 1.2K · ⏱️ 29.11.2020):
pip install wand
Face Recognition 🥈 29 · ⭐ 39K) - The world's simplest facial recognition api for Python.. MIT
GitHub (👨💻 45 · 🔀 11K · 📥 440 · 📋 1.1K - 51% open · ⏱️ 26.09.2020):
git clone https://github.com/ageitgey/face_recognition
PyPi (📥 18K / month · 📦 410 · ⏱️ 21.08.2018):
pip install face_recognition
MoviePy 🥈 29 · ⭐ 7.3K) - Video editing with Python. MIT
GitHub (👨💻 140 · 🔀 1K · 📦 6.2K · 📋 1K - 32% open · ⏱️ 22.02.2021):
git clone https://github.com/Zulko/moviepy
PyPi (📥 110K / month · 📦 1.1K · ⏱️ 05.10.2020):
pip install moviepy
Conda (📥 75K · ⏱️ 23.02.2020):
conda install -c conda-forge moviepy
Albumentations 🥈 28 · ⭐ 7.4K) - Fast image augmentation library and easy to use wrapper.. MIT
GitHub (👨💻 74 · 🔀 950 · 📦 2.8K · 📋 420 - 43% open · ⏱️ 24.02.2021):
git clone https://github.com/albumentations-team/albumentations
PyPi (📥 49K / month · 📦 130 · ⏱️ 29.11.2020):
pip install albumentations
Conda (📥 15K · ⏱️ 29.11.2020):
conda install -c conda-forge albumentations
Kornia 🥈 28 · ⭐ 3.6K) - Open Source Differentiable Computer Vision Library for PyTorch. Apache-2
GitHub (👨💻 86 · 🔀 370 · 📦 280 · 📋 350 - 27% open · ⏱️ 25.02.2021):
git clone https://github.com/kornia/kornia
PyPi (📥 13K / month · ⏱️ 20.10.2020):
pip install kornia
imutils 🥈 28 · ⭐ 3.5K) - A series of convenience functions to make basic image processing.. MIT
GitHub (👨💻 20 · 🔀 870 · 📦 12K · 📋 200 - 62% open · ⏱️ 15.01.2021):
git clone https://github.com/jrosebr1/imutils
PyPi (📥 84K / month · 📦 1.2K · ⏱️ 15.01.2021):
pip install imutils
Conda (📥 39K · ⏱️ 15.01.2021):
conda install -c conda-forge imutils
ImageHash 🥈 28 · ⭐ 1.8K) - A Python Perceptual Image Hashing Module. BSD-2
GitHub (👨💻 17 · 🔀 250 · 📦 2.1K · 📋 87 - 19% open · ⏱️ 03.01.2021):
git clone https://github.com/JohannesBuchner/imagehash
PyPi (📥 230K / month · 📦 530 · ⏱️ 19.11.2020):
pip install ImageHash
Conda (📥 100K · ⏱️ 19.11.2020):
conda install -c conda-forge imagehash
imageai 🥈 27 · ⭐ 5.9K) - A python library built to empower developers to build applications and.. MIT
GitHub (👨💻 13 · 🔀 1.6K · 📥 540K · 📦 700 · 📋 600 - 31% open · ⏱️ 05.01.2021):
git clone https://github.com/OlafenwaMoses/ImageAI
PyPi (📥 3.8K / month · 📦 24 · ⏱️ 05.01.2021):
pip install imageai
GluonCV 🥈 27 · ⭐ 4.6K) - Gluon CV Toolkit. Apache-2
GitHub (👨💻 110 · 🔀 1K · 📦 440 · 📋 750 - 49% open · ⏱️ 22.02.2021):
git clone https://github.com/dmlc/gluon-cv
PyPi (📥 35K / month · 📦 30 · ⏱️ 22.02.2021):
pip install gluoncv
detectron2 🥈 26 · ⭐ 15K) - Detectron2 is FAIR's next-generation platform for object.. Apache-2
GitHub (👨💻 150 · 🔀 3.8K · 📦 170 · 📋 2.3K - 3% open · ⏱️ 25.02.2021):
git clone https://github.com/facebookresearch/detectron2
Conda (📥 14K · ⏱️ 05.08.2020):
conda install -c conda-forge detectron2
InsightFace 🥈 26 · ⭐ 8.6K) - Face Analysis Project on MXNet. MIT
GitHub (👨💻 15 · 🔀 3K · 📦 52 · 📋 1.4K - 52% open · ⏱️ 21.02.2021):
git clone https://github.com/deepinsight/insightface
PyPi (📥 3.1K / month · 📦 2 · ⏱️ 07.09.2019):
pip install insightface
PyTorch Image Models 🥈 26 · ⭐ 7.5K) - PyTorch image models, scripts, pretrained weights --.. Apache-2 MMDetection 🥈 25 · ⭐ 14K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2 PyTorch3D 🥈 25 · ⭐ 4.5K) - PyTorch3D is FAIR's library of reusable components for deep.. MIT
GitHub (👨💻 54 · 🔀 500 · 📦 50 · 📋 490 - 12% open · ⏱️ 25.02.2021):
git clone https://github.com/facebookresearch/pytorch3d
PyPi (📥 4K / month · ⏱️ 09.02.2021):
pip install pytorch3d
Conda (📥 7.1K · ⏱️ 09.02.2021):
conda install -c pytorch3d pytorch3d
mahotas 🥈 25 · ⭐ 670) - Computer Vision in Python. MIT
GitHub (👨💻 30 · 🔀 130 · 📦 580 · 📋 73 - 21% open · ⏱️ 13.01.2021):
git clone https://github.com/luispedro/mahotas
PyPi (📥 14K / month · 📦 190 · ⏱️ 16.08.2020):
pip install mahotas
Conda (📥 260K · ⏱️ 22.01.2021):
conda install -c conda-forge mahotas
Augmentor 🥉 24 · ⭐ 4.3K · 💤 ) - Image augmentation library in Python for machine learning. MIT
GitHub (👨💻 22 · 🔀 780 · 📦 280 · 📋 180 - 63% open · ⏱️ 09.03.2020):
git clone https://github.com/mdbloice/Augmentor
PyPi (📥 5.3K / month · 📦 42 · ⏱️ 17.01.2020):
pip install Augmentor
facenet-pytorch 🥉 24 · ⭐ 1.9K) - Pretrained Pytorch face detection (MTCNN) and recognition.. MIT
GitHub (👨💻 11 · 🔀 400 · 📥 64K · 📦 290 · 📋 120 - 26% open · ⏱️ 19.11.2020):
git clone https://github.com/timesler/facenet-pytorch
PyPi (📥 2.7K / month · 📦 6 · ⏱️ 19.11.2020):
pip install facenet-pytorch
mtcnn 🥉 24 · ⭐ 1.4K) - MTCNN face detection implementation for TensorFlow, as a PIP package. MIT
GitHub (👨💻 14 · 🔀 370 · 📦 890 · 📋 89 - 59% open · ⏱️ 13.01.2021):
git clone https://github.com/ipazc/mtcnn
PyPi (📥 7.3K / month · 📦 42 · ⏱️ 14.11.2019):
pip install mtcnn
Face Alignment 🥉 23 · ⭐ 4.7K) - 2D and 3D Face alignment library build using pytorch. BSD-3
GitHub (👨💻 21 · 🔀 1K · 📋 220 - 13% open · ⏱️ 30.12.2020):
git clone https://github.com/1adrianb/face-alignment
PyPi (📥 3.3K / month · 📦 6 · ⏱️ 22.12.2020):
pip install face-alignment
segmentation_models 🥉 23 · ⭐ 3K · 💤 ) - Segmentation models with pretrained backbones. Keras.. MIT
GitHub (👨💻 14 · 🔀 690 · 📋 390 - 39% open · ⏱️ 17.04.2020):
git clone https://github.com/qubvel/segmentation_models
PyPi (📥 11K / month · 📦 24 · ⏱️ 10.01.2020):
pip install segmentation_models
CellProfiler 🥉 23 · ⭐ 540) - An open-source application for biological image analysis. BSD-3
GitHub (👨💻 120 · 🔀 270 · 📥 710 · 📦 3 · 📋 2.9K - 5% open · ⏱️ 19.02.2021):
git clone https://github.com/CellProfiler/CellProfiler
PyPi (📥 180 / month · ⏱️ 04.09.2017):
pip install cellprofiler
Caer 🥉 23 · ⭐ 440 · 🐣 ) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
GitHub (👨💻 4 · 🔀 62 · 📥 14 · 📋 13 - 38% open · ⏱️ 08.02.2021):
git clone https://github.com/jasmcaus/caer
PyPi (📥 540K / month · ⏱️ 28.01.2021):
pip install caer
Image Deduplicator 🥉 22 · ⭐ 3.4K) - Finding duplicate images made easy!. Apache-2
GitHub (👨💻 9 · 🔀 280 · 📦 9 · 📋 73 - 27% open · ⏱️ 23.11.2020):
git clone https://github.com/idealo/imagededup
PyPi (📥 970 / month · 📦 2 · ⏱️ 22.11.2020):
pip install imagededup
vidgear 🥉 22 · ⭐ 1.6K) - High-performance cross-platform Video Processing Python framework.. Apache-2
GitHub (👨💻 5 · 🔀 110 · 📥 310 · 📦 86 · 📋 140 - 3% open · ⏱️ 01.01.2021):
git clone https://github.com/abhiTronix/vidgear
PyPi (📥 790 / month · 📦 2 · ⏱️ 01.01.2021):
pip install vidgear
pyvips 🥉 22 · ⭐ 290) - python binding for libvips using cffi. MIT
GitHub (👨💻 10 · 🔀 25 · 📦 150 · 📋 210 - 34% open · ⏱️ 24.02.2021):
git clone https://github.com/libvips/pyvips
PyPi (📥 3.2K / month · 📦 22 · ⏱️ 18.12.2020):
pip install pyvips
Conda (📥 7K · ⏱️ 14.10.2020):
conda install -c conda-forge pyvips
Image Super-Resolution 🥉 21 · ⭐ 2.6K) - Super-scale your images and run experiments with.. Apache-2
GitHub (👨💻 9 · 🔀 480 · 📦 41 · 📋 160 - 36% open · ⏱️ 11.11.2020):
git clone https://github.com/idealo/image-super-resolution
PyPi (📥 1.8K / month · 📦 8 · ⏱️ 08.01.2020):
pip install ISR
Docker Hub (📥 130 · ⏱️ 01.04.2019):
docker pull idealo/image-super-resolution-gpu
tensorflow-graphics 🥉 21 · ⭐ 2.4K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
GitHub (👨💻 32 · 🔀 280 · 📋 180 - 54% open · ⏱️ 23.02.2021):
git clone https://github.com/tensorflow/graphics
PyPi (📥 690 / month · 📦 3 · ⏱️ 20.05.2020):
pip install tensorflow-graphics
Classy Vision 🥉 21 · ⭐ 1.2K) - An end-to-end PyTorch framework for image and video.. MIT
GitHub (👨💻 59 · 🔀 210 · 📋 94 - 51% open · ⏱️ 24.02.2021):
git clone https://github.com/facebookresearch/ClassyVision
PyPi (📥 92 / month · ⏱️ 20.11.2020):
pip install classy_vision
Conda (📥 6.1K · ⏱️ 11.12.2020):
conda install -c conda-forge classy_vision
MMF 🥉 20 · ⭐ 4.2K) - A modular framework for vision & language multimodal research from.. BSD-3
GitHub (👨💻 55 · 🔀 600 · 📦 7 · 📋 430 - 21% open · ⏱️ 25.02.2021):
git clone https://github.com/facebookresearch/mmf
PyPi (📥 81 / month · ⏱️ 12.06.2020):
pip install mmf
image-match 🥉 20 · ⭐ 2.5K) - Quickly search over billions of images. Apache-2
GitHub (👨💻 17 · 🔀 350 · 📋 94 - 50% open · ⏱️ 04.01.2021):
git clone https://github.com/EdjoLabs/image-match
PyPi (📥 360 / month · 📦 6 · ⏱️ 13.02.2017):
pip install image_match
Torch Points 3D 🥉 20 · ⭐ 1.1K) - Pytorch framework for doing deep learning on point clouds. BSD-3
GitHub (👨💻 20 · 🔀 150 · 📦 2 · 📋 200 - 20% open · ⏱️ 24.02.2021):
git clone https://github.com/nicolas-chaulet/torch-points3d
PyPi (📥 200 / month · ⏱️ 18.12.2020):
pip install torch-points3d
nude.py 🥉 20 · ⭐ 790) - Nudity detection with Python. MIT
GitHub (👨💻 12 · 🔀 130 · 📦 86 · 📋 8 - 75% open · ⏱️ 23.11.2020):
git clone https://github.com/hhatto/nude.py
PyPi (📥 2.8K / month · 📦 18 · ⏱️ 23.11.2020):
pip install nudepy
vit-pytorch 🥉 18 · ⭐ 2.7K · 🐣 ) - Implementation of Vision Transformer, a simple way to.. MIT
GitHub (👨💻 4 · 🔀 270 · 📦 5 · 📋 73 - 41% open · ⏱️ 24.02.2021):
git clone https://github.com/lucidrains/vit-pytorch
PyPi (📥 790 / month · ⏱️ 24.02.2021):
pip install vit-pytorch
Norfair 🥉 18 · ⭐ 900) - Lightweight Python library for adding real-time 2D object tracking to.. BSD-3
GitHub (👨💻 7 · 🔀 57 · 📋 21 - 23% open · ⏱️ 18.02.2021):
git clone https://github.com/tryolabs/norfair
PyPi (📥 370 / month · ⏱️ 17.02.2021):
pip install norfair
PaddleDetection 🥉 17 · ⭐ 2.3K) - Object detection and instance segmentation toolkit.. Apache-2 lightly 🥉 16 · ⭐ 420 · 🐣 ) - A python library for self-supervised learning on images. MIT
GitHub (👨💻 5 · 🔀 22 · 📦 2 · 📋 70 - 48% open · ⏱️ 12.02.2021):
git clone https://github.com/lightly-ai/lightly
PyPi (📥 140 / month · ⏱️ 11.01.2021):
pip install lightly
pycls 🥉 15 · ⭐ 1.4K) - Codebase for Image Classification Research, written in PyTorch. MIT DE⫶TR 🥉 14 · ⭐ 6.2K) - End-to-End Object Detection with Transformers. Apache-2 PySlowFast 🥉 14 · ⭐ 3.4K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2 Show 4 hidden projects...
glfw 🥈 29 · ⭐ 7.3K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib chainercv 🥈 25 · ⭐ 1.4K · 💀 ) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT Pillow-SIMD 🥉 23 · ⭐ 1.6K · 💤 ) - The friendly PIL fork. ❗️PIL Luminoth 🥉 21 · ⭐ 2.3K · 💀 ) - Deep Learning toolkit for Computer Vision. BSD-3
Libraries for graph processing, clustering, embedding, and machine learning tasks.
networkx 🥇 36 · ⭐ 8.7K) - Network Analysis in Python. BSD-3
GitHub (👨💻 500 · 🔀 2.2K · 📥 51 · 📦 68K · 📋 2.6K - 10% open · ⏱️ 24.02.2021):
git clone https://github.com/networkx/networkx
PyPi (📥 4.3M / month · 📦 21K · ⏱️ 22.08.2020):
pip install networkx
Conda (📥 3.1M · ⏱️ 23.08.2020):
conda install -c conda-forge networkx
PyTorch Geometric 🥇 28 · ⭐ 10K) - Geometric Deep Learning Extension Library for PyTorch. MIT
GitHub (👨💻 150 · 🔀 1.8K · 📋 1.9K - 38% open · ⏱️ 24.02.2021):
git clone https://github.com/rusty1s/pytorch_geometric
PyPi (📥 11K / month · 📦 24 · ⏱️ 27.11.2020):
pip install torch-geometric
dgl 🥇 27 · ⭐ 6.7K) - Python package built to ease deep learning on graph, on top of existing.. Apache-2
GitHub (👨💻 110 · 🔀 1.4K · 📋 960 - 24% open · ⏱️ 25.02.2021):
git clone https://github.com/dmlc/dgl
PyPi (📥 13K / month · 📦 30 · ⏱️ 25.02.2021):
pip install dgl
StellarGraph 🥈 25 · ⭐ 1.8K) - StellarGraph - Machine Learning on Graphs. Apache-2
GitHub (👨💻 32 · 🔀 260 · 📦 47 · 📋 920 - 23% open · ⏱️ 18.02.2021):
git clone https://github.com/stellargraph/stellargraph
PyPi (📥 2.9K / month · 📦 4 · ⏱️ 30.06.2020):
pip install stellargraph
Spektral 🥈 23 · ⭐ 1.6K) - Graph Neural Networks with Keras and Tensorflow 2. MIT
GitHub (👨💻 16 · 🔀 200 · 📦 32 · 📋 130 - 14% open · ⏱️ 16.02.2021):
git clone https://github.com/danielegrattarola/spektral
PyPi (📥 2K / month · ⏱️ 07.01.2021):
pip install spektral
ogb 🥈 22 · ⭐ 750) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
GitHub (👨💻 12 · 🔀 120 · 📦 55 · ⏱️ 24.02.2021):
git clone https://github.com/snap-stanford/ogb
PyPi (📥 1.8K / month · ⏱️ 24.02.2021):
pip install ogb
Node2Vec 🥈 22 · ⭐ 640) - Implementation of the node2vec algorithm. MIT
GitHub (👨💻 7 · 🔀 170 · 📦 110 · ⏱️ 09.01.2021):
git clone https://github.com/eliorc/node2vec
PyPi (📥 3.1K / month · 📦 10 · ⏱️ 09.01.2021):
pip install node2vec
Conda (📥 16K · ⏱️ 25.04.2020):
conda install -c conda-forge node2vec
torch-cluster 🥈 21 · ⭐ 340) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
GitHub (👨💻 18 · 🔀 68 · 📋 74 - 47% open · ⏱️ 24.02.2021):
git clone https://github.com/rusty1s/pytorch_cluster
PyPi (📥 2.4K / month · 📦 32 · ⏱️ 31.10.2020):
pip install torch-cluster
AmpliGraph 🥈 20 · ⭐ 1.4K) - Python library for Representation Learning on Knowledge.. Apache-2
GitHub (👨💻 14 · 🔀 160 · 📦 10 · 📋 180 - 11% open · ⏱️ 25.08.2020):
git clone https://github.com/Accenture/AmpliGraph
PyPi (📥 420 / month · ⏱️ 25.08.2020):
pip install ampligraph
graph-nets 🥉 19 · ⭐ 4.8K) - Build Graph Nets in Tensorflow. Apache-2
GitHub (👨💻 10 · 🔀 730 · 📋 110 - 5% open · ⏱️ 04.12.2020):
git clone https://github.com/deepmind/graph_nets
PyPi (📥 550 / month · 📦 7 · ⏱️ 29.01.2020):
pip install graph-nets
PyTorch-BigGraph 🥉 19 · ⭐ 2.7K) - Generate embeddings from large-scale graph-structured.. BSD-3
GitHub (👨💻 19 · 🔀 360 · 📥 110 · 📋 130 - 23% open · ⏱️ 19.01.2021):
git clone https://github.com/facebookresearch/PyTorch-BigGraph
PyPi (📥 280 / month · 📦 4 · ⏱️ 01.05.2019):
pip install torchbiggraph
PyKEEN 🥉 19 · ⭐ 320) - A Python library for learning and evaluating knowledge graph embeddings. MIT
GitHub (👨💻 17 · 🔀 52 · 📥 79 · 📋 140 - 43% open · ⏱️ 25.02.2021):
git clone https://github.com/pykeen/pykeen
PyPi (📥 170 / month · 📦 2 · ⏱️ 15.02.2021):
pip install pykeen
Paddle Graph Learning 🥉 18 · ⭐ 910) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
GitHub (👨💻 19 · 🔀 120 · 📦 9 · 📋 46 - 36% open · ⏱️ 02.02.2021):
git clone https://github.com/PaddlePaddle/PGL
PyPi (📥 200 / month · 📦 2 · ⏱️ 05.02.2021):
pip install pgl
DeepGraph 🥉 18 · ⭐ 230) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
GitHub (👨💻 2 · 🔀 33 · 📦 1 · 📋 12 - 58% open · ⏱️ 01.10.2020):
git clone https://github.com/deepgraph/deepgraph
PyPi (📥 140 / month · ⏱️ 01.10.2020):
pip install deepgraph
Conda (📥 81K · ⏱️ 15.01.2021):
conda install -c conda-forge deepgraph
kglib 🥉 16 · ⭐ 400) - Grakn Knowledge Graph Library (ML R&D). Apache-2
GitHub (👨💻 7 · 🔀 74 · 📥 210 · 📋 59 - 16% open · ⏱️ 15.01.2021):
git clone https://github.com/graknlabs/kglib
PyPi (📥 40 / month · ⏱️ 19.08.2020):
pip install grakn-kglib
pytorch_geometric_temporal 🥉 16 · ⭐ 360) - A Temporal Extension Library for PyTorch Geometric. MIT
GitHub (👨💻 3 · 🔀 42 · 📋 17 - 5% open · ⏱️ 17.02.2021):
git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
PyPi (📥 89 / month · ⏱️ 17.02.2021):
pip install torch-geometric-temporal
GraphEmbedding 🥉 15 · ⭐ 1.8K) - Implementation and experiments of graph embedding algorithms. MIT Euler 🥉 14 · ⭐ 2.5K · 💤 ) - A distributed graph deep learning framework. Apache-2
GitHub (👨💻 5 · 🔀 500 · 📋 300 - 67% open · ⏱️ 29.07.2020):
git clone https://github.com/alibaba/euler
PyPi (📥 8 / month · ⏱️ 10.04.2019):
pip install euler-gl
AutoGL 🥉 14 · ⭐ 580 · 🐣 ) - An autoML framework & toolkit for machine learning on graphs. MIT
GitHub (👨💻 5 · 🔀 56 · 📋 7 - 71% open · ⏱️ 07.02.2021):
git clone https://github.com/THUMNLab/AutoGL
PyPi (📥 28 / month · ⏱️ 23.12.2020):
pip install auto-graph-learning
OpenKE 🥉 13 · ⭐ 2.4K · 💤 ) - An Open-Source Package for Knowledge Embedding (KE). MIT GraphVite 🥉 13 · ⭐ 850) - GraphVite: A General and High-performance Graph Embedding System. Apache-2
GitHub (👨💻 1 · 🔀 120 · 📋 81 - 32% open · ⏱️ 14.01.2021):
git clone https://github.com/DeepGraphLearning/graphvite
Conda (📥 3.5K · ⏱️ 19.03.2020):
conda install -c milagraph graphvite
Show 8 hidden projects...
igraph 🥇 27 · ⭐ 780) - Python interface for igraph. ❗️GPL-2.0 pygal 🥈 26 · ⭐ 2.3K) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0 Karate Club 🥈 21 · ⭐ 1.2K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0 DeepWalk 🥉 19 · ⭐ 2.2K · 💤 ) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0 Sematch 🥉 16 · ⭐ 340 · 💀 ) - semantic similarity framework for knowledge graph. Apache-2 pyRDF2Vec 🥉 15 · ⭐ 85) - Python Implementation and Extension of RDF2Vec. MIT GraphSAGE 🥉 14 · ⭐ 2.2K · 💀 ) - Representation learning on large graphs using stochastic.. MIT OpenNE 🥉 14 · ⭐ 1.4K · 💀 ) - An Open-Source Package for Network Embedding (NE). MIT
Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.
DeepSpeech 🥇 31 · ⭐ 17K · 📈 ) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
GitHub (👨💻 160 · 🔀 3.1K · 📥 450K · 📦 410 · 📋 1.9K - 5% open · ⏱️ 12.02.2021):
git clone https://github.com/mozilla/DeepSpeech
PyPi (📥 5.8K / month · 📦 58 · ⏱️ 19.12.2020):
pip install deepspeech
Magenta 🥇 29 · ⭐ 16K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2
GitHub (👨💻 150 · 🔀 3.3K · 📦 270 · 📋 840 - 35% open · ⏱️ 18.02.2021):
git clone https://github.com/magenta/magenta
PyPi (📥 3.4K / month · 📦 70 · ⏱️ 12.11.2020):
pip install magenta
Pydub 🥇 29 · ⭐ 5.1K) - Manipulate audio with a simple and easy high level interface. MIT
GitHub (👨💻 80 · 🔀 690 · 📦 6.1K · 📋 410 - 42% open · ⏱️ 18.01.2021):
git clone https://github.com/jiaaro/pydub
PyPi (📥 170K / month · 📦 1.4K · ⏱️ 03.06.2020):
pip install pydub
Conda (📥 13K · ⏱️ 02.02.2019):
conda install -c conda-forge pydub
torchaudio 🥈 28 · ⭐ 1.2K) - Data manipulation and transformation for audio signal.. BSD-2
GitHub (👨💻 94 · 🔀 270 · 📦 1.6K · 📋 430 - 35% open · ⏱️ 24.02.2021):
git clone https://github.com/pytorch/audio
PyPi (📥 58K / month · 📦 18 · ⏱️ 27.10.2020):
pip install torchaudio
librosa 🥈 27 · ⭐ 4.3K) - Python library for audio and music analysis. ISC
GitHub (👨💻 81 · 🔀 700 · 📦 9.5K · 📋 850 - 8% open · ⏱️ 16.02.2021):
git clone https://github.com/librosa/librosa
PyPi (📥 230K / month · 📦 1.8K · ⏱️ 22.07.2020):
pip install librosa
Conda (📥 250K · ⏱️ 22.07.2020):
conda install -c conda-forge librosa
audioread 🥈 27 · ⭐ 360) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT
GitHub (👨💻 20 · 🔀 83 · 📦 4.2K · 📋 75 - 41% open · ⏱️ 20.10.2020):
git clone https://github.com/beetbox/audioread
PyPi (📥 230K / month · 📦 590 · ⏱️ 20.10.2020):
pip install audioread
Conda (📥 200K · ⏱️ 08.12.2020):
conda install -c conda-forge audioread
pyAudioAnalysis 🥈 26 · ⭐ 3.8K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
GitHub (👨💻 23 · 🔀 960 · 📦 180 · 📋 270 - 60% open · ⏱️ 19.02.2021):
git clone https://github.com/tyiannak/pyAudioAnalysis
PyPi (📥 7.4K / month · 📦 22 · ⏱️ 29.09.2020):
pip install pyAudioAnalysis
spleeter 🥉 25 · ⭐ 16K) - Deezer source separation library including pretrained models. MIT
GitHub (👨💻 17 · 🔀 1.6K · 📥 940K · 📋 530 - 17% open · ⏱️ 12.02.2021):
git clone https://github.com/deezer/spleeter
PyPi (📥 3.9K / month · ⏱️ 08.01.2021):
pip install spleeter
Conda (📥 44K · ⏱️ 30.06.2020):
conda install -c conda-forge spleeter
python-soundfile 🥉 25 · ⭐ 370) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
GitHub (👨💻 19 · 🔀 42 · 📥 2.2K · 📦 5.7K · 📋 140 - 39% open · ⏱️ 01.12.2020):
git clone https://github.com/bastibe/python-soundfile
PyPi (📥 260K / month · 📦 740 · ⏱️ 27.11.2019):
pip install soundfile
espnet 🥉 24 · ⭐ 3.5K) - End-to-End Speech Processing Toolkit. Apache-2
GitHub (👨💻 140 · 🔀 1.1K · 📥 60 · 📦 6 · 📋 1.2K - 10% open · ⏱️ 24.02.2021):
git clone https://github.com/espnet/espnet
PyPi (📥 710 / month · ⏱️ 15.01.2021):
pip install espnet
python_speech_features 🥉 24 · ⭐ 1.8K) - This library provides common speech features for ASR.. MIT
GitHub (👨💻 18 · 🔀 540 · 📋 72 - 31% open · ⏱️ 31.12.2020):
git clone https://github.com/jameslyons/python_speech_features
PyPi (📥 33K / month · 📦 300 · ⏱️ 16.08.2017):
pip install python_speech_features
Porcupine 🥉 22 · ⭐ 2.4K) - On-device wake word detection powered by deep learning. Apache-2
GitHub (👨💻 25 · 🔀 330 · 📦 5 · 📋 280 - 2% open · ⏱️ 20.02.2021):
git clone https://github.com/Picovoice/Porcupine
PyPi (📥 490 / month · ⏱️ 02.12.2020):
pip install pvporcupine
DDSP 🥉 22 · ⭐ 1.8K) - DDSP: Differentiable Digital Signal Processing. Apache-2
GitHub (👨💻 24 · 🔀 170 · 📦 5 · 📋 100 - 14% open · ⏱️ 20.02.2021):
git clone https://github.com/magenta/ddsp
PyPi (📥 780 / month · ⏱️ 14.01.2021):
pip install ddsp
kapre 🥉 22 · ⭐ 720) - kapre: Keras Audio Preprocessors. MIT
GitHub (👨💻 13 · 🔀 130 · 📥 8 · 📦 520 · 📋 85 - 5% open · ⏱️ 16.11.2020):
git clone https://github.com/keunwoochoi/kapre
PyPi (📥 840 / month · 📦 11 · ⏱️ 29.09.2020):
pip install kapre
tinytag 🥉 22 · ⭐ 440) - Read music meta data and length of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA and.. MIT
GitHub (👨💻 18 · 🔀 78 · 📦 310 · 📋 74 - 18% open · ⏱️ 11.11.2020):
git clone https://github.com/devsnd/tinytag
PyPi (📥 2.1K / month · 📦 96 · ⏱️ 05.11.2020):
pip install tinytag
Dejavu 🥉 20 · ⭐ 5.3K · 💤 ) - Audio fingerprinting and recognition in Python. MIT
GitHub (👨💻 23 · 🔀 1.2K · 📦 17 · 📋 210 - 39% open · ⏱️ 03.06.2020):
git clone https://github.com/worldveil/dejavu
PyPi (📥 49 / month · 📦 3 · ⏱️ 19.04.2015):
pip install PyDejavu
TTS 🥉 20 · ⭐ 3.2K) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0 Muda 🥉 17 · ⭐ 180 · 💤 ) - A library for augmenting annotated audio data. ISC
GitHub (👨💻 6 · 🔀 31 · 📦 9 · 📋 49 - 10% open · ⏱️ 20.07.2020):
git clone https://github.com/bmcfee/muda
PyPi (📥 61 / month · 📦 1 · ⏱️ 15.11.2019):
pip install muda
Julius 🥉 14 · ⭐ 180 · 🐣 ) - Fast PyTorch based DSP for audio and 1D signals. MIT
GitHub (👨💻 2 · 🔀 6 · 📦 7 · ⏱️ 26.01.2021):
git clone https://github.com/adefossez/julius
PyPi (📥 1K / month · ⏱️ 26.01.2021):
pip install julius
Show 4 hidden projects...
SpeechRecognition 🥇 30 · ⭐ 5.4K · 💀 ) - Speech recognition module for Python, supporting.. BSD-3 aubio 🥈 26 · ⭐ 2.1K) - a library for audio and music analysis. ❗️GPL-3.0 Essentia 🥉 22 · ⭐ 1.7K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0 Madmom 🥉 20 · ⭐ 720 · 💀 ) - Python audio and music signal processing library. BSD-3
Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.
pydeck 🥇 33 · ⭐ 8.5K) - WebGL2 powered geospatial visualization layers. MIT
GitHub (👨💻 160 · 🔀 1.5K · 📦 1.4K · 📋 2.1K - 4% open · ⏱️ 24.02.2021):
git clone https://github.com/visgl/deck.gl
PyPi (📥 81K / month · 📦 2 · ⏱️ 12.02.2021):
pip install pydeck
Conda (📥 16K · ⏱️ 12.02.2021):
conda install -c conda-forge pydeck
NPM (📥 190K / month · 📦 560 · ⏱️ 23.02.2021):
npm install deck.gl
folium 🥇 32 · ⭐ 5.2K) - Python Data. Leaflet.js Maps. MIT
GitHub (👨💻 120 · 🔀 1.9K · 📦 8.7K · 📋 840 - 17% open · ⏱️ 18.01.2021):
git clone https://github.com/python-visualization/folium
PyPi (📥 150K / month · 📦 970 · ⏱️ 18.01.2021):
pip install folium
Conda (📥 330K · ⏱️ 06.01.2021):
conda install -c conda-forge folium
geopy 🥇 32 · ⭐ 3.2K) - Geocoding library for Python. MIT
GitHub (👨💻 120 · 🔀 540 · 📦 17K · 📋 240 - 10% open · ⏱️ 27.12.2020):
git clone https://github.com/geopy/geopy
PyPi (📥 2.8M / month · 📦 7.2K · ⏱️ 27.12.2020):
pip install geopy
Conda (📥 510K · ⏱️ 27.12.2020):
conda install -c conda-forge geopy
Shapely 🥇 32 · ⭐ 2.2K) - Manipulation and analysis of geometric objects. BSD-3
GitHub (👨💻 110 · 🔀 390 · 📦 16K · 📋 720 - 20% open · ⏱️ 18.02.2021):
git clone https://github.com/Toblerity/Shapely
PyPi (📥 1.5M / month · 📦 5.5K · ⏱️ 20.08.2020):
pip install shapely
Conda (📥 2.1M · ⏱️ 12.02.2021):
conda install -c conda-forge shapely
GeoPandas 🥈 31 · ⭐ 2.5K) - Python tools for geographic data. BSD-3
GitHub (👨💻 130 · 🔀 530 · 📥 900 · 📦 7.3K · 📋 980 - 29% open · ⏱️ 23.02.2021):
git clone https://github.com/geopandas/geopandas
PyPi (📥 380K / month · 📦 1.2K · ⏱️ 25.01.2021):
pip install geopandas
Conda (📥 870K · ⏱️ 25.01.2021):
conda install -c conda-forge geopandas
Rasterio 🥈 30 · ⭐ 1.4K) - Rasterio reads and writes geospatial raster datasets. BSD-3
GitHub (👨💻 110 · 🔀 390 · 📥 700 · 📦 2.8K · 📋 1.3K - 10% open · ⏱️ 18.02.2021):
git clone https://github.com/mapbox/rasterio
PyPi (📥 150K / month · 📦 850 · ⏱️ 25.01.2021):
pip install rasterio
Conda (📥 900K · ⏱️ 25.01.2021):
conda install -c conda-forge rasterio
Fiona 🥈 30 · ⭐ 780) - Fiona reads and writes geographic data files. BSD-3
GitHub (👨💻 65 · 🔀 160 · 📦 5.1K · 📋 620 - 11% open · ⏱️ 30.11.2020):
git clone https://github.com/Toblerity/Fiona
PyPi (📥 450K / month · 📦 1.2K · ⏱️ 17.11.2020):
pip install fiona
Conda (📥 1.7M · ⏱️ 17.11.2020):
conda install -c conda-forge fiona
pyproj 🥈 29 · ⭐ 580) - Python interface to PROJ (cartographic projections and coordinate.. MIT
GitHub (👨💻 39 · 🔀 150 · 📦 8.7K · 📋 390 - 1% open · ⏱️ 21.02.2021):
git clone https://github.com/pyproj4/pyproj
PyPi (📥 930K / month · 📦 2.5K · ⏱️ 05.11.2020):
pip install pyproj
Conda (📥 2M · ⏱️ 06.11.2020):
conda install -c conda-forge pyproj
ipyleaflet 🥉 27 · ⭐ 1.1K) - A Jupyter - Leaflet.js bridge. MIT
GitHub (👨💻 63 · 🔀 280 · 📦 700 · 📋 390 - 34% open · ⏱️ 11.02.2021):
git clone https://github.com/jupyter-widgets/ipyleaflet
PyPi (📥 13K / month · 📦 98 · ⏱️ 05.01.2021):
pip install ipyleaflet
Conda (📥 610K · ⏱️ 16.01.2021):
conda install -c conda-forge ipyleaflet
NPM (📥 160K / month · 📦 2 · ⏱️ 05.01.2021):
npm install jupyter-leaflet
geojson 🥉 26 · ⭐ 600) - Python bindings and utilities for GeoJSON. BSD-3
GitHub (👨💻 44 · 🔀 81 · 📦 5.9K · 📋 70 - 28% open · ⏱️ 25.11.2020):
git clone https://github.com/jazzband/geojson
PyPi (📥 310K / month · 📦 1.8K · ⏱️ 09.08.2019):
pip install geojson
Conda (📥 370K · ⏱️ 11.08.2019):
conda install -c conda-forge geojson
ArcGIS API 🥉 25 · ⭐ 970) - Documentation and samples for ArcGIS API for Python. Apache-2
GitHub (👨💻 61 · 🔀 710 · 📋 320 - 36% open · ⏱️ 26.01.2021):
git clone https://github.com/Esri/arcgis-python-api
PyPi (📥 12K / month · 📦 20 · ⏱️ 27.01.2021):
pip install arcgis
Docker Hub (📥 4.1K · ⭐ 32 · ⏱️ 06.03.2020):
docker pull esridocker/arcgis-api-python-notebook
PySAL 🥉 25 · ⭐ 820) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
GitHub (👨💻 71 · 🔀 240 · 📋 640 - 9% open · ⏱️ 01.02.2021):
git clone https://github.com/pysal/pysal
PyPi (📥 8.2K / month · 📦 36 · ⏱️ 02.02.2021):
pip install pysal
Conda (📥 400K · ⏱️ 08.02.2021):
conda install -c conda-forge pysal
GeoViews 🥉 23 · ⭐ 330) - Simple, concise geographical visualization in Python. BSD-3
GitHub (👨💻 22 · 🔀 60 · 📦 210 · 📋 250 - 31% open · ⏱️ 21.09.2020):
git clone https://github.com/holoviz/geoviews
PyPi (📥 1.9K / month · 📦 20 · ⏱️ 30.03.2020):
pip install geoviews
Conda (📥 58K · ⏱️ 23.09.2020):
conda install -c conda-forge geoviews
EarthPy 🥉 20 · ⭐ 230) - A package built to support working with spatial data using open source.. BSD-3
GitHub (👨💻 39 · 🔀 100 · 📦 77 · 📋 220 - 7% open · ⏱️ 20.02.2021):
git clone https://github.com/earthlab/earthpy
PyPi (📥 1.4K / month · 📦 6 · ⏱️ 18.06.2020):
pip install earthpy
Conda (📥 28K · ⏱️ 19.06.2020):
conda install -c conda-forge earthpy
pymap3d 🥉 19 · ⭐ 180) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2
GitHub (👨💻 8 · 🔀 56 · 📋 24 - 8% open · ⏱️ 07.02.2021):
git clone https://github.com/geospace-code/pymap3d
PyPi (📥 14K / month · 📦 6 · ⏱️ 07.02.2021):
pip install pymap3d
Conda (📥 6.7K · ⏱️ 07.02.2021):
conda install -c conda-forge pymap3d
Show 7 hidden projects...
Geocoder 🥈 30 · ⭐ 1.3K · 💀 ) - Python Geocoder. MIT Cartopy 🥉 27 · ⭐ 1.4K) - Rasterio reads and writes geospatial raster datasets. ❗️LGPL-3.0 Satpy 🥉 25 · ⭐ 680) - Python package for earth-observing satellite data processing. ❗️GPL-3.0 gmaps 🥉 22 · ⭐ 700 · 💀 ) - Google maps for Jupyter notebooks. BSD-3 Sentinelsat 🥉 22 · ⭐ 570) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0 Mapbox GL 🥉 20 · ⭐ 560 · 💀 ) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT geoplotlib 🥉 19 · ⭐ 900 · 💀 ) - python toolbox for visualizing geographical data and making maps. MIT
Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.
zipline 🥇 30 · ⭐ 13K) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
GitHub (👨💻 150 · 🔀 3.9K · 📦 680 · 📋 980 - 34% open · ⏱️ 14.10.2020):
git clone https://github.com/quantopian/zipline
PyPi (📥 3.1K / month · 📦 160 · ⏱️ 05.10.2020):
pip install zipline
yfinance 🥇 30 · ⭐ 4.4K) - Yahoo! Finance market data downloader (+faster Pandas Datareader). Apache-2
GitHub (👨💻 28 · 🔀 1.1K · 📦 3.2K · 📋 530 - 65% open · ⏱️ 18.01.2021):
git clone https://github.com/ranaroussi/yfinance
PyPi (📥 92K / month · 📦 26 · ⏱️ 05.10.2020):
pip install yfinance
Conda (📥 37K · ⏱️ 27.12.2019):
conda install -c ranaroussi yfinance
Alpha Vantage 🥇 27 · ⭐ 3.2K) - A python wrapper for Alpha Vantage API for financial data. MIT
GitHub (👨💻 36 · 🔀 560 · 📋 230 - 6% open · ⏱️ 21.12.2020):
git clone https://github.com/RomelTorres/alpha_vantage
PyPi (📥 13K / month · 📦 200 · ⏱️ 26.08.2018):
pip install alpha_vantage
ta 🥇 27 · ⭐ 1.9K) - Technical Analysis Library using Pandas and Numpy. MIT
GitHub (👨💻 23 · 🔀 480 · 📦 430 · 📋 160 - 46% open · ⏱️ 29.11.2020):
git clone https://github.com/bukosabino/ta
PyPi (📥 19K / month · 📦 12 · ⏱️ 29.11.2020):
pip install ta
pyfolio 🥈 26 · ⭐ 3.5K · 💤 ) - Portfolio and risk analytics in Python. Apache-2
GitHub (👨💻 55 · 🔀 1.1K · 📦 200 · 📋 390 - 32% open · ⏱️ 15.07.2020):
git clone https://github.com/quantopian/pyfolio
PyPi (📥 4.4K / month · 📦 54 · ⏱️ 15.04.2019):
pip install pyfolio
Conda (📥 5.7K · ⏱️ 16.05.2020):
conda install -c conda-forge pyfolio
empyrical 🥈 25 · ⭐ 730) - Common financial risk and performance metrics. Used by zipline and.. Apache-2
GitHub (👨💻 22 · 🔀 230 · 📦 530 · 📋 53 - 50% open · ⏱️ 14.10.2020):
git clone https://github.com/quantopian/empyrical
PyPi (📥 17K / month · 📦 220 · ⏱️ 13.10.2020):
pip install empyrical
Conda (📥 9.7K · ⏱️ 14.10.2020):
conda install -c conda-forge empyrical
Alphalens 🥈 24 · ⭐ 1.8K · 💤 ) - Performance analysis of predictive (alpha) stock factors. Apache-2
GitHub (👨💻 25 · 🔀 660 · 📦 350 · 📋 180 - 20% open · ⏱️ 27.04.2020):
git clone https://github.com/quantopian/alphalens
PyPi (📥 1.9K / month · 📦 14 · ⏱️ 27.04.2020):
pip install alphalens
Conda (📥 11K · ⏱️ 16.05.2020):
conda install -c conda-forge alphalens
IB-insync 🥈 24 · ⭐ 1.3K) - Python sync/async framework for Interactive Brokers API. BSD-2
GitHub (👨💻 26 · 🔀 400 · 📋 290 - 0% open · ⏱️ 25.02.2021):
git clone https://github.com/erdewit/ib_insync
PyPi (📥 2.9K / month · 📦 12 · ⏱️ 03.11.2020):
pip install ib_insync
Conda (📥 7.7K · ⏱️ 25.02.2021):
conda install -c conda-forge ib-insync
ffn 🥈 24 · ⭐ 790) - ffn - a financial function library for Python. MIT
GitHub (👨💻 25 · 🔀 190 · 📦 98 · 📋 82 - 23% open · ⏱️ 18.02.2021):
git clone https://github.com/pmorissette/ffn
PyPi (📥 6.5K / month · 📦 42 · ⏱️ 01.02.2021):
pip install ffn
stockstats 🥈 24 · ⭐ 720) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
GitHub (👨💻 7 · 🔀 200 · 📦 180 · 📋 60 - 48% open · ⏱️ 17.10.2020):
git clone https://github.com/jealous/stockstats
PyPi (📥 19K / month · 📦 48 · ⏱️ 17.10.2020):
pip install stockstats
Enigma Catalyst 🥉 23 · ⭐ 2K) - An Algorithmic Trading Library for Crypto-Assets in Python. Apache-2
GitHub (👨💻 140 · 🔀 600 · 📦 22 · 📋 500 - 27% open · ⏱️ 28.12.2020):
git clone https://github.com/enigmampc/catalyst
PyPi (📥 890 / month · 📦 2 · ⏱️ 11.11.2018):
pip install enigma-catalyst
bt 🥉 22 · ⭐ 970) - bt - flexible backtesting for Python. MIT
GitHub (👨💻 20 · 🔀 260 · 📦 45 · 📋 220 - 23% open · ⏱️ 25.02.2021):
git clone https://github.com/pmorissette/bt
PyPi (📥 1.1K / month · 📦 20 · ⏱️ 01.02.2021):
pip install bt
TensorTrade 🥉 21 · ⭐ 3K) - An open source reinforcement learning framework for training,.. Apache-2
GitHub (👨💻 50 · 🔀 660 · 📦 10 · 📋 160 - 13% open · ⏱️ 13.02.2021):
git clone https://github.com/tensortrade-org/tensortrade
PyPi (📥 710 / month · 📦 1 · ⏱️ 20.12.2020):
pip install tensortrade
Qlib 🥉 20 · ⭐ 4.4K · 🐣 ) - Qlib is an AI-oriented quantitative investment platform, which aims.. MIT
GitHub (👨💻 30 · 🔀 670 · 📥 220 · 📋 140 - 55% open · ⏱️ 19.02.2021):
git clone https://github.com/microsoft/qlib
PyPi (📥 1.7K / month · ⏱️ 02.02.2021):
pip install pyqlib
finmarketpy 🥉 20 · ⭐ 2.5K) - Python library for backtesting trading strategies & analyzing.. Apache-2
GitHub (👨💻 14 · 🔀 430 · 📥 39 · 📦 3 · 📋 24 - 87% open · ⏱️ 22.02.2021):
git clone https://github.com/cuemacro/finmarketpy
PyPi (📥 63 / month · ⏱️ 25.01.2021):
pip install finmarketpy
tf-quant-finance 🥉 19 · ⭐ 2.5K) - High-performance TensorFlow library for quantitative.. Apache-2
GitHub (👨💻 30 · 🔀 310 · 📦 4 · 📋 22 - 50% open · ⏱️ 25.02.2021):
git clone https://github.com/google/tf-quant-finance
PyPi (📥 120 / month · ⏱️ 01.02.2021):
pip install tf-quant-finance
Crypto Signals 🥉 18 · ⭐ 2.7K) - Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis.. MIT
GitHub (👨💻 25 · 🔀 720 · 📋 230 - 17% open · ⏱️ 03.09.2020):
git clone https://github.com/CryptoSignal/crypto-signal
Docker Hub (📥 42K · ⭐ 8 · ⏱️ 03.09.2020):
docker pull shadowreaver/crypto-signal
Show 6 hidden projects...
Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.
Prophet 🥇 29 · ⭐ 12K) - Tool for producing high quality forecasts for time series data that has.. MIT
GitHub (👨💻 130 · 🔀 3.5K · 📥 550 · 📋 1.5K - 6% open · ⏱️ 27.01.2021):
git clone https://github.com/facebook/prophet
PyPi (📥 430K / month · 📦 150 · ⏱️ 05.09.2020):
pip install fbprophet
tsfresh 🥇 27 · ⭐ 5.4K) - Automatic extraction of relevant features from time series:. MIT
GitHub (👨💻 73 · 🔀 850 · 📋 440 - 8% open · ⏱️ 28.01.2021):
git clone https://github.com/blue-yonder/tsfresh
PyPi (📥 120K / month · 📦 66 · ⏱️ 09.09.2020):
pip install tsfresh
Conda (📥 29K · ⏱️ 10.09.2020):
conda install -c conda-forge tsfresh
sktime 🥇 27 · ⭐ 3.6K) - A unified framework for machine learning with time series. BSD-3
GitHub (👨💻 76 · 🔀 450 · 📥 53 · 📦 110 · 📋 370 - 33% open · ⏱️ 25.02.2021):
git clone https://github.com/alan-turing-institute/sktime
PyPi (📥 10K / month · ⏱️ 06.02.2021):
pip install sktime
pmdarima 🥈 26 · ⭐ 820) - A statistical library designed to fill the void in Python's time series.. MIT
GitHub (👨💻 17 · 🔀 150 · 📦 760 · 📋 230 - 7% open · ⏱️ 24.02.2021):
git clone https://github.com/alkaline-ml/pmdarima
PyPi (📥 170K / month · 📦 12 · ⏱️ 02.12.2020):
pip install pmdarima
tslearn 🥈 24 · ⭐ 1.5K) - A machine learning toolkit dedicated to time-series data. BSD-2
GitHub (👨💻 29 · 🔀 220 · 📦 200 · 📋 220 - 25% open · ⏱️ 25.01.2021):
git clone https://github.com/tslearn-team/tslearn
PyPi (📥 51K / month · 📦 22 · ⏱️ 25.01.2021):
pip install tslearn
Conda (📥 190K · ⏱️ 25.01.2021):
conda install -c conda-forge tslearn
Streamz 🥈 24 · ⭐ 910) - Real-time stream processing for python. BSD-3
GitHub (👨💻 38 · 🔀 110 · 📦 190 · 📋 220 - 41% open · ⏱️ 14.01.2021):
git clone https://github.com/python-streamz/streamz
PyPi (📥 1.9K / month · 📦 16 · ⏱️ 14.01.2021):
pip install streamz
Conda (📥 120K · ⏱️ 15.01.2021):
conda install -c conda-forge streamz
GluonTS 🥈 23 · ⭐ 1.8K) - Probabilistic time series modeling in Python. Apache-2
GitHub (👨💻 68 · 🔀 370 · 📋 540 - 33% open · ⏱️ 22.02.2021):
git clone https://github.com/awslabs/gluon-ts
PyPi (📥 13K / month · ⏱️ 18.02.2021):
pip install gluonts
Darts 🥉 22 · ⭐ 740) - A python library for easy manipulation and forecasting of time series. Apache-2
GitHub (👨💻 23 · 🔀 96 · 📦 12 · 📋 68 - 30% open · ⏱️ 03.02.2021):
git clone https://github.com/unit8co/darts
PyPi (📥 4.3K / month · ⏱️ 03.02.2021):
pip install u8darts
Docker Hub (📥 100 · ⏱️ 03.02.2021):
docker pull unit8/darts
STUMPY 🥉 20 · ⭐ 1.7K) - STUMPY is a powerful and scalable Python library for computing a Matrix.. BSD-3
GitHub (👨💻 21 · 🔀 160 · 📋 220 - 11% open · ⏱️ 19.02.2021):
git clone https://github.com/TDAmeritrade/stumpy
PyPi (📥 4.1K / month · ⏱️ 04.02.2021):
pip install stumpy
Conda (📥 16K · ⏱️ 05.02.2021):
conda install -c conda-forge stumpy
pyts 🥉 20 · ⭐ 880 · 💤 ) - A Python package for time series classification. BSD-3
GitHub (👨💻 7 · 🔀 93 · 📦 85 · 📋 43 - 55% open · ⏱️ 30.04.2020):
git clone https://github.com/johannfaouzi/pyts
PyPi (📥 2.9K / month · 📦 4 · ⏱️ 21.03.2020):
pip install pyts
Conda (📥 6.2K · ⏱️ 21.03.2020):
conda install -c conda-forge pyts
seglearn 🥉 20 · ⭐ 430) - Python module for machine learning time series:. BSD-3
GitHub (👨💻 13 · 🔀 47 · 📦 7 · 📋 27 - 22% open · ⏱️ 16.01.2021):
git clone https://github.com/dmbee/seglearn
PyPi (📥 1.2K / month · 📦 1 · ⏱️ 17.01.2021):
pip install seglearn
pytorch-forecasting 🥉 19 · ⭐ 800) - Time series forecasting with PyTorch. MIT
GitHub (👨💻 16 · 🔀 90 · 📋 140 - 29% open · ⏱️ 24.02.2021):
git clone https://github.com/jdb78/pytorch-forecasting
PyPi (📥 2.9K / month · ⏱️ 31.01.2021):
pip install pytorch-forecasting
matrixprofile-ts 🥉 19 · ⭐ 610 · 💤 ) - A Python library for detecting patterns and anomalies.. Apache-2
GitHub (👨💻 15 · 🔀 92 · 📦 12 · 📋 53 - 35% open · ⏱️ 25.04.2020):
git clone https://github.com/target/matrixprofile-ts
PyPi (📥 1.2K / month · ⏱️ 08.08.2019):
pip install matrixprofile-ts
Auto TS 🥉 18 · ⭐ 180) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
GitHub (👨💻 5 · 🔀 35 · 📋 31 - 25% open · ⏱️ 24.01.2021):
git clone https://github.com/AutoViML/Auto_TS
PyPi (📥 220 / month · ⏱️ 24.01.2021):
pip install auto-ts
ADTK 🥉 17 · ⭐ 600 · 💤 ) - A Python toolkit for rule-based/unsupervised anomaly detection in time.. MPL-2.0
GitHub (👨💻 11 · 🔀 77 · 📋 52 - 42% open · ⏱️ 17.04.2020):
git clone https://github.com/arundo/adtk
PyPi (📥 26K / month · ⏱️ 17.04.2020):
pip install adtk
atspy 🥉 17 · ⭐ 340) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT
GitHub (👨💻 5 · 🔀 64 · 📦 3 · 📋 19 - 89% open · ⏱️ 12.11.2020):
git clone https://github.com/firmai/atspy
PyPi (📥 300 / month · ⏱️ 24.04.2020):
pip install atspy
tick 🥉 17 · ⭐ 320 · 💤 ) - Module for statistical learning, with a particular emphasis on time-.. BSD-3
GitHub (👨💻 16 · 🔀 74 · 📥 160 · 📦 30 · 📋 210 - 25% open · ⏱️ 15.06.2020):
git clone https://github.com/X-DataInitiative/tick
PyPi (📥 360 / month · 📦 1 · ⏱️ 24.05.2020):
pip install tick
Show 3 hidden projects...
PyFlux 🥈 23 · ⭐ 1.8K · 💀 ) - Open source time series library for Python. BSD-3 luminol 🥈 23 · ⭐ 880 · 💀 ) - Anomaly Detection and Correlation library. Apache-2 pydlm 🥉 21 · ⭐ 360 · 💀 ) - A python library for Bayesian time series modeling. BSD-3
Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.
Lifelines 🥇 29 · ⭐ 1.6K) - Survival analysis in Python. MIT
GitHub (👨💻 92 · 🔀 410 · 📦 510 · 📋 780 - 24% open · ⏱️ 11.02.2021):
git clone https://github.com/CamDavidsonPilon/lifelines
PyPi (📥 93K / month · 📦 130 · ⏱️ 05.02.2021):
pip install lifelines
Conda (📥 130K · ⏱️ 08.02.2021):
conda install -c conda-forge lifelines
Nilearn 🥇 29 · ⭐ 700) - Machine learning for NeuroImaging in Python. BSD-3
GitHub (👨💻 160 · 🔀 380 · 📦 900 · 📋 1.5K - 24% open · ⏱️ 25.02.2021):
git clone https://github.com/nilearn/nilearn
PyPi (📥 6.6K / month · 📦 300 · ⏱️ 12.11.2020):
pip install nilearn
Conda (📥 82K · ⏱️ 12.11.2020):
conda install -c conda-forge nilearn
NIPYPE 🥇 29 · ⭐ 550) - Workflows and interfaces for neuroimaging packages. Apache-2
GitHub (👨💻 210 · 🔀 440 · 📦 520 · 📋 1.2K - 26% open · ⏱️ 08.12.2020):
git clone https://github.com/nipy/nipype
PyPi (📥 7.5K / month · 📦 190 · ⏱️ 28.11.2020):
pip install nipype
Conda (📥 360K · ⏱️ 28.11.2020):
conda install -c conda-forge nipype
NiBabel 🥇 29 · ⭐ 390) - Python package to access a cacophony of neuro-imaging file formats. MIT
GitHub (👨💻 89 · 🔀 210 · 📦 3.7K · 📋 400 - 28% open · ⏱️ 01.02.2021):
git clone https://github.com/nipy/nibabel
PyPi (📥 36K / month · 📦 1.3K · ⏱️ 28.11.2020):
pip install nibabel
Conda (📥 310K · ⏱️ 29.11.2020):
conda install -c conda-forge nibabel
MNE 🥈 27 · ⭐ 1.5K) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python. BSD-3
GitHub (👨💻 230 · 🔀 860 · 📦 840 · 📋 3.5K - 9% open · ⏱️ 25.02.2021):
git clone https://github.com/mne-tools/mne-python
PyPi (📥 16K / month · 📦 200 · ⏱️ 17.12.2020):
pip install mne
Conda (📥 110K · ⏱️ 20.12.2020):
conda install -c conda-forge mne
DIPY 🥈 27 · ⭐ 390) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic.. BSD-3
GitHub (👨💻 120 · 🔀 310 · 📦 340 · 📋 730 - 21% open · ⏱️ 19.02.2021):
git clone https://github.com/dipy/dipy
PyPi (📥 4.2K / month · 📦 94 · ⏱️ 05.11.2020):
pip install dipy
Conda (📥 190K · ⏱️ 14.11.2020):
conda install -c conda-forge dipy
Hail 🥈 24 · ⭐ 700) - Scalable genomic data analysis. MIT
GitHub (👨💻 70 · 🔀 180 · 📦 30 · 📋 2.3K - 14% open · ⏱️ 25.02.2021):
git clone https://github.com/hail-is/hail
PyPi (📥 1.5K / month · ⏱️ 04.02.2021):
pip install hail
NIPY 🥈 23 · ⭐ 290) - Neuroimaging in Python FMRI analysis package. BSD-3
GitHub (👨💻 63 · 🔀 120 · 📋 150 - 28% open · ⏱️ 24.02.2021):
git clone https://github.com/nipy/nipy
PyPi (📥 500 / month · 📦 82 · ⏱️ 19.02.2018):
pip install nipy
Conda (📥 73K · ⏱️ 04.05.2020):
conda install -c conda-forge nipy
MONAI 🥉 22 · ⭐ 1.8K) - AI Toolkit for Healthcare Imaging. Apache-2
GitHub (👨💻 54 · 🔀 310 · 📋 710 - 11% open · ⏱️ 25.02.2021):
git clone https://github.com/Project-MONAI/MONAI
PyPi (📥 2.7K / month · ⏱️ 15.12.2020):
pip install monai
DeepVariant 🥉 21 · ⭐ 2.2K) - DeepVariant is an analysis pipeline that uses a deep neural.. BSD-3
GitHub (👨💻 19 · 🔀 530 · 📥 3K · 📋 390 - 0% open · ⏱️ 14.12.2020):
git clone https://github.com/google/deepvariant
Conda (📥 27K · ⏱️ 05.09.2020):
conda install -c bioconda deepvariant
NiftyNet 🥉 21 · ⭐ 1.3K · 💤 ) - [unmaintained] An open-source convolutional neural.. Apache-2
GitHub (👨💻 58 · 🔀 380 · 📦 33 · 📋 330 - 31% open · ⏱️ 21.04.2020):
git clone https://github.com/NifTK/NiftyNet
PyPi (📥 88 / month · 📦 1 · ⏱️ 10.10.2019):
pip install niftynet
Brainiak 🥉 19 · ⭐ 230) - Brain Imaging Analysis Kit. Apache-2
GitHub (👨💻 32 · 🔀 110 · 📦 12 · 📋 180 - 34% open · ⏱️ 19.02.2021):
git clone https://github.com/brainiak/brainiak
PyPi (📥 120 / month · 📦 1 · ⏱️ 15.10.2020):
pip install brainiak
Docker Hub (📥 490 · ⭐ 1 · ⏱️ 15.10.2020):
docker pull brainiak/brainiak
Glow 🥉 19 · ⭐ 160) - An open-source toolkit for large-scale genomic analysis. Apache-2
GitHub (👨💻 11 · 🔀 40 · 📋 71 - 23% open · ⏱️ 09.02.2021):
git clone https://github.com/projectglow/glow
PyPi (📥 2.9K / month · ⏱️ 08.02.2021):
pip install glow.py
Medical Detection Toolkit 🥉 12 · ⭐ 900 · 💤 ) - The Medical Detection Toolkit contains 2D + 3D.. Apache-2 MedicalNet 🥉 11 · ⭐ 1.1K) - Many studies have shown that the performance on deep learning is.. MIT Show 4 hidden projects...
DLTK 🥉 20 · ⭐ 1.2K · 💀 ) - Deep Learning Toolkit for Medical Image Analysis. Apache-2 MedPy 🥉 20 · ⭐ 310 · 💤 ) - Medical image processing in Python. ❗️GPL-3.0 MedicalTorch 🥉 15 · ⭐ 710 · 💀 ) - A medical imaging framework for Pytorch. Apache-2 DeepNeuro 🥉 14 · ⭐ 98 · 💤 ) - A deep learning python package for neuroimaging data. Made by:. MIT
Libraries for optical character recognition (OCR) and text extraction from images or videos.
Tesseract 🥇 30 · ⭐ 3.4K) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
GitHub (👨💻 36 · 🔀 500 · 📋 250 - 2% open · ⏱️ 08.02.2021):
git clone https://github.com/madmaze/pytesseract
PyPi (📥 1M / month · 📦 1.4K · ⏱️ 15.12.2020):
pip install pytesseract
Conda (📥 43K · ⏱️ 20.11.2020):
conda install -c conda-forge pytesseract
EasyOCR 🥇 27 · ⭐ 11K) - Ready-to-use OCR with 80+ supported languages and all popular writing.. Apache-2
GitHub (👨💻 75 · 🔀 1.1K · 📥 180K · 📦 120 · 📋 270 - 37% open · ⏱️ 22.02.2021):
git clone https://github.com/JaidedAI/EasyOCR
PyPi (📥 10K / month · ⏱️ 07.02.2021):
pip install easyocr
OCRmyPDF 🥈 26 · ⭐ 3.9K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them.. MPL-2.0
GitHub (👨💻 50 · 🔀 430 · 📦 120 · 📋 670 - 13% open · ⏱️ 20.02.2021):
git clone https://github.com/jbarlow83/OCRmyPDF
PyPi (📥 7.5K / month · 📦 12 · ⏱️ 15.02.2021):
pip install ocrmypdf
tesserocr 🥈 26 · ⭐ 1.4K) - A Python wrapper for the tesseract-ocr API. MIT
GitHub (👨💻 23 · 🔀 200 · 📦 470 · 📋 210 - 29% open · ⏱️ 18.01.2021):
git clone https://github.com/sirfz/tesserocr
PyPi (📥 36K / month · 📦 100 · ⏱️ 17.03.2020):
pip install tesserocr
Conda (📥 36K · ⏱️ 13.01.2021):
conda install -c conda-forge tesserocr
PaddleOCR 🥈 23 · ⭐ 11K) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
GitHub (👨💻 41 · 🔀 2.1K · 📦 33 · 📋 1.4K - 33% open · ⏱️ 23.02.2021):
git clone https://github.com/PaddlePaddle/PaddleOCR
PyPi (📥 930 / month · ⏱️ 18.12.2020):
pip install paddleocr
attention-ocr 🥉 21 · ⭐ 840) - A Tensorflow model for text recognition (CNN + seq2seq with.. MIT
GitHub (👨💻 27 · 🔀 230 · 📦 15 · 📋 140 - 12% open · ⏱️ 31.10.2020):
git clone https://github.com/emedvedev/attention-ocr
PyPi (📥 120 / month · ⏱️ 19.04.2019):
pip install aocr
keras-ocr 🥉 20 · ⭐ 770) - A packaged and flexible version of the CRAFT text detector and.. MIT
GitHub (👨💻 9 · 🔀 180 · 📥 21K · 📋 130 - 24% open · ⏱️ 26.11.2020):
git clone https://github.com/faustomorales/keras-ocr
PyPi (📥 1.5K / month · 📦 1 · ⏱️ 26.11.2020):
pip install keras-ocr
doc2text 🥉 19 · ⭐ 1.2K) - Detect text blocks and OCR poorly scanned PDFs in bulk. Python module.. MIT
GitHub (👨💻 5 · 🔀 91 · 📦 32 · 📋 21 - 57% open · ⏱️ 01.12.2020):
git clone https://github.com/jlsutherland/doc2text
PyPi (📥 210 / month · ⏱️ 06.09.2016):
pip install doc2text
calamari 🥉 19 · ⭐ 780) - Line based ATR Engine based on OCRopy. Apache-2
GitHub (👨💻 17 · 🔀 160 · 📋 170 - 12% open · ⏱️ 24.02.2021):
git clone https://github.com/Calamari-OCR/calamari
PyPi (📥 370 / month · 📦 2 · ⏱️ 13.11.2018):
pip install calamari_ocr
Mozart 🥉 10 · ⭐ 230 · 🐣 ) - An optical music recognition (OMR) system. Converts sheet.. Apache-2 Show 1 hidden projects...
General-purpose data containers & structures as well as utilities & extensions for pandas.
numpy 🥇 42 · ⭐ 16K) - The fundamental package for scientific computing with Python. BSD-3
GitHub (👨💻 1.3K · 🔀 5.3K · 📥 310K · 📦 630K · 📋 9.6K - 23% open · ⏱️ 25.02.2021):
git clone https://github.com/numpy/numpy
PyPi (📥 28M / month · 📦 170K · ⏱️ 07.02.2021):
pip install numpy
Conda (📥 17M · ⏱️ 10.02.2021):
conda install -c conda-forge numpy
pandas 🥇 40 · ⭐ 29K) - Flexible and powerful data analysis / manipulation library for.. BSD-3
GitHub (👨💻 2.6K · 🔀 12K · 📥 97K · 📋 20K - 18% open · ⏱️ 25.02.2021):
git clone https://github.com/pandas-dev/pandas
PyPi (📥 18M / month · 📦 77K · ⏱️ 09.02.2021):
pip install pandas
Conda (📥 14M · ⏱️ 09.02.2021):
conda install -c conda-forge pandas
h5py 🥇 36 · ⭐ 1.5K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
GitHub (👨💻 160 · 🔀 390 · 📥 860 · 📦 100K · 📋 1.1K - 16% open · ⏱️ 25.02.2021):
git clone https://github.com/h5py/h5py
PyPi (📥 3.6M / month · 📦 23K · ⏱️ 06.11.2020):
pip install h5py
Conda (📥 4.7M · ⏱️ 01.01.2021):
conda install -c conda-forge h5py
Arrow 🥈 35 · ⭐ 7.2K) - Apache Arrow is a cross-language development platform for in-memory.. Apache-2
GitHub (👨💻 630 · 🔀 1.8K · 📦 32 · 📋 700 - 19% open · ⏱️ 25.02.2021):
git clone https://github.com/apache/arrow
PyPi (📥 11M / month · 📦 990 · ⏱️ 26.01.2021):
pip install pyarrow
Conda (📥 480K · ⏱️ 12.01.2021):
conda install -c conda-forge arrow
xarray 🥈 32 · ⭐ 1.9K) - N-D labeled arrays and datasets in Python. Apache-2
GitHub (👨💻 300 · 🔀 630 · 📦 5.3K · 📋 2.7K - 28% open · ⏱️ 25.02.2021):
git clone https://github.com/pydata/xarray
PyPi (📥 210K / month · 📦 1.1K · ⏱️ 30.11.2020):
pip install xarray
Conda (📥 2.5M · ⏱️ 01.12.2020):
conda install -c conda-forge xarray
numexpr 🥈 31 · ⭐ 1.5K) - Fast numerical array expression evaluator for Python, NumPy, PyTables,.. MIT
GitHub (👨💻 56 · 🔀 160 · 📋 300 - 17% open · ⏱️ 12.02.2021):
git clone https://github.com/pydata/numexpr
PyPi (📥 450K / month · 📦 5.5K · ⏱️ 29.12.2020):
pip install numexpr
Conda (📥 2.2M · ⏱️ 13.01.2021):
conda install -c conda-forge numexpr
TinyDB 🥈 29 · ⭐ 4.1K) - TinyDB is a lightweight document oriented database optimized for your.. MIT
GitHub (👨💻 62 · 🔀 370 · 📋 250 - 3% open · ⏱️ 15.02.2021):
git clone https://github.com/msiemens/tinydb
PyPi (📥 120K / month · 📦 1.1K · ⏱️ 11.02.2021):
pip install tinydb
Conda (📥 100K · ⏱️ 11.02.2021):
conda install -c conda-forge tinydb
Koalas 🥈 29 · ⭐ 2.7K) - Koalas: pandas API on Apache Spark. Apache-2
GitHub (👨💻 47 · 🔀 300 · 📥 1K · 📦 76 · 📋 520 - 17% open · ⏱️ 23.02.2021):
git clone https://github.com/databricks/koalas
PyPi (📥 510K / month · 📦 2 · ⏱️ 22.01.2021):
pip install koalas
Conda (📥 78K · ⏱️ 22.01.2021):
conda install -c conda-forge koalas
Bottleneck 🥈 29 · ⭐ 580) - Fast NumPy array functions written in C. BSD-2
GitHub (👨💻 21 · 🔀 65 · 📦 19K · 📋 200 - 12% open · ⏱️ 24.01.2021):
git clone https://github.com/pydata/bottleneck
PyPi (📥 140K / month · 📦 2.9K · ⏱️ 21.02.2020):
pip install Bottleneck
Conda (📥 1.4M · ⏱️ 21.01.2021):
conda install -c conda-forge bottleneck
Modin 🥈 28 · ⭐ 5.7K) - Modin: Speed up your Pandas workflows by changing a single line of.. Apache-2
GitHub (👨💻 69 · 🔀 390 · 📥 200K · 📦 300 · 📋 1.5K - 27% open · ⏱️ 25.02.2021):
git clone https://github.com/modin-project/modin
PyPi (📥 44K / month · 📦 18 · ⏱️ 12.01.2021):
pip install modin
PyTables 🥈 28 · ⭐ 1K) - A Python package to manage extremely large amounts of data. BSD-3
GitHub (👨💻 96 · 🔀 180 · 📥 120 · 📋 600 - 26% open · ⏱️ 01.02.2021):
git clone https://github.com/PyTables/PyTables
PyPi (📥 240K / month · 📦 3.8K · ⏱️ 30.10.2019):
pip install tables
Conda (📥 2.3M · ⏱️ 14.01.2021):
conda install -c conda-forge pytables
datasketch 🥉 27 · ⭐ 1.4K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT
GitHub (👨💻 17 · 🔀 210 · 📥 16 · 📦 260 · 📋 110 - 17% open · ⏱️ 24.02.2021):
git clone https://github.com/ekzhu/datasketch
PyPi (📥 130K / month · 📦 86 · ⏱️ 23.12.2020):
pip install datasketch
zarr 🥉 26 · ⭐ 640) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
GitHub (👨💻 35 · 🔀 110 · 📦 570 · 📋 410 - 43% open · ⏱️ 19.02.2021):
git clone https://github.com/zarr-developers/zarr-python
PyPi (📥 32K / month · 📦 72 · ⏱️ 02.12.2020):
pip install zarr
Conda (📥 590K · ⏱️ 03.12.2020):
conda install -c conda-forge zarr
swifter 🥉 25 · ⭐ 1.6K) - A package which efficiently applies any function to a pandas.. MIT
GitHub (👨💻 14 · 🔀 72 · 📦 290 · 📋 91 - 16% open · ⏱️ 19.12.2020):
git clone https://github.com/jmcarpenter2/swifter
PyPi (📥 36K / month · 📦 32 · ⏱️ 11.10.2020):
pip install swifter
Conda (📥 80K · ⏱️ 20.09.2020):
conda install -c conda-forge swifter
bcolz 🥉 25 · ⭐ 910) - A columnar data container that can be compressed. BSD-3
GitHub (👨💻 33 · 🔀 120 · 📦 1.5K · 📋 250 - 50% open · ⏱️ 10.09.2020):
git clone https://github.com/Blosc/bcolz
PyPi (📥 14K / month · 📦 970 · ⏱️ 13.04.2018):
pip install bcolz
Conda (📥 220K · ⏱️ 05.11.2019):
conda install -c conda-forge bcolz
Arctic 🥉 24 · ⭐ 2.2K) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1
GitHub (👨💻 71 · 🔀 440 · 📥 94 · 📦 110 · 📋 510 - 17% open · ⏱️ 26.01.2021):
git clone https://github.com/man-group/arctic
PyPi (📥 1.7K / month · 📦 42 · ⏱️ 01.12.2020):
pip install arctic
Conda (📥 13K · ⏱️ 16.12.2019):
conda install -c conda-forge arctic
Vaex 🥉 23 · ⭐ 5.8K) - Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data.. MIT
GitHub (👨💻 38 · 🔀 450 · 📥 200 · 📋 700 - 43% open · ⏱️ 05.02.2021):
git clone https://github.com/vaexio/vaex
PyPi (📥 3.3K / month · 📦 4 · ⏱️ 27.01.2021):
pip install vaex
Conda (📥 97K · ⏱️ 01.06.2020):
conda install -c conda-forge vaex
Pandaral·lel 🥉 23 · ⭐ 1.4K) - A simple and efficient tool to parallelize Pandas.. BSD-3
GitHub (👨💻 14 · 🔀 97 · 📦 150 · 📋 120 - 54% open · ⏱️ 04.02.2021):
git clone https://github.com/nalepae/pandarallel
PyPi (📥 38K / month · ⏱️ 04.02.2021):
pip install pandarallel
datatable 🥉 21 · ⭐ 1.1K) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0
GitHub (👨💻 28 · 🔀 96 · 📥 940 · 📋 1.2K - 10% open · ⏱️ 23.02.2021):
git clone https://github.com/h2oai/datatable
PyPi (📥 12K / month · 📦 6 · ⏱️ 10.12.2020):
pip install datatable
StaticFrame 🥉 20 · ⭐ 210) - Immutable and grow-only Pandas-like DataFrames with a more explicit.. MIT
GitHub (👨💻 15 · 🔀 20 · 📦 6 · 📋 280 - 9% open · ⏱️ 25.02.2021):
git clone https://github.com/InvestmentSystems/static-frame
PyPi (📥 640 / month · ⏱️ 19.02.2021):
pip install static-frame
Conda (📥 66K · ⏱️ 20.02.2021):
conda install -c conda-forge static-frame
fletcher 🥉 20 · ⭐ 210) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
GitHub (👨💻 24 · 🔀 32 · 📥 12 · 📦 3 · 📋 73 - 45% open · ⏱️ 18.02.2021):
git clone https://github.com/xhochy/fletcher
PyPi (📥 180 / month · ⏱️ 17.01.2021):
pip install fletcher
Conda (📥 20K · ⏱️ 17.01.2021):
conda install -c conda-forge fletcher
Bounter 🥉 17 · ⭐ 900) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT
GitHub (👨💻 8 · 🔀 48 · 📦 20 · 📋 20 - 55% open · ⏱️ 16.08.2020):
git clone https://github.com/RaRe-Technologies/bounter
PyPi (📥 130 / month · 📦 14 · ⏱️ 17.08.2020):
pip install bounter
PandaPy 🥉 14 · ⭐ 470) - PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x.. MIT
GitHub (👨💻 3 · 🔀 45 · 📦 1 · 📋 3 - 66% open · ⏱️ 12.11.2020):
git clone https://github.com/firmai/pandapy
PyPi (📥 25 / month · ⏱️ 25.01.2020):
pip install pandapy
Show 5 hidden projects...
Blaze 🥈 28 · ⭐ 2.9K · 💀 ) - NumPy and Pandas interface to Big Data. BSD-3 sklearn-pandas 🥈 28 · ⭐ 2.3K) - Pandas integration with sklearn. ❗️Zlib pandasql 🥉 22 · ⭐ 940 · 💀 ) - sqldf for pandas. MIT pickleDB 🥉 21 · ⭐ 540 · 💀 ) - pickleDB is an open source key-value store using Python's json.. BSD-3 Pandas Summary 🥉 21 · ⭐ 360 · 💀 ) - An extension to pandas dataframes describe function. MIT
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Faker 🥇 36 · ⭐ 12K) - Faker is a Python package that generates fake data for you. MIT
GitHub (👨💻 390 · 🔀 1.4K · 📦 24K · 📋 490 - 27% open · ⏱️ 24.02.2021):
git clone https://github.com/joke2k/faker
PyPi (📥 1.5M / month · <g-emoji class="g-emoji" alias="package" fallback-src="https://github.githubassets.com/images/i
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