Best-of Machine Learning with Python
This curated list contains 900 awesome open-source projects with a total of 3.3M stars grouped into 34 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
Contents
- Machine Learning Frameworks 56 projects
- Data Visualization 50 projects
- Text Data & NLP 96 projects
- Image Data 60 projects
- Graph Data 36 projects
- Audio Data 28 projects
- Geospatial Data 22 projects
- Financial Data 25 projects
- Time Series Data 25 projects
- Medical Data 19 projects
- Tabular Data 5 projects
- Optical Character Recognition 12 projects
- Data Containers & Structures 0 projects
- Data Loading & Extraction 2 projects
- Web Scraping & Crawling 1 projects
- Data Pipelines & Streaming 43 projects
- Distributed Machine Learning 33 projects
- Hyperparameter Optimization & AutoML 47 projects
- Reinforcement Learning 23 projects
- Recommender Systems 16 projects
- Privacy Machine Learning 6 projects
- Workflow & Experiment Tracking 39 projects
- Model Serialization & Deployment 15 projects
- Model Interpretability 50 projects
- Vector Similarity Search (ANN) 12 projects
- Probabilistics & Statistics 22 projects
- Adversarial Robustness 9 projects
- GPU Utilities 18 projects
- Tensorflow Utilities 15 projects
- Jax Utilities 2 projects
- Sklearn Utilities 17 projects
- Pytorch Utilities 32 projects
- Database Clients 1 projects
- Others 61 projects
Explanation
π₯ π₯ π₯ Β Combined project-quality scoreβοΈ Β Star count from GitHubπ£ Β New project (less than 6 months old)π€ Β Inactive project (6 months no activity)π Β Dead project (12 months no activity)π π Β Project is trending up or downβ Β Project was recently addedβοΈ Β Warning (e.g. missing/risky license)π¨βπ» Β Contributors count from GitHubπ Β Fork count from GitHubπ Β Issue count from GitHubβ±οΈ Β Last update timestamp on package managerπ₯ Β Download count from package managerπ¦ Β Number of dependent projectsΒ Tensorflow related project
Β Sklearn related project
Β PyTorch related project
Β MxNet related project
Β Apache Spark related project
Β Jupyter related project
Β PaddlePaddle related project
Β Pandas related project
Β Jax related project
Machine Learning Frameworks
General-purpose machine learning and deep learning frameworks.
Tensorflow (π₯ 55 Β· β 170K) - An Open Source Machine Learning Framework for Everyone. Apache-2
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GitHub (
π¨βπ» 4K Β·π 87K Β·π¦ 190K Β·π 35K - 6% open Β·β±οΈ 29.04.2022):git clone https://github.com/tensorflow/tensorflow -
PyPi (
π₯ 14M / month Β·π¦ 14K Β·β±οΈ 21.04.2022):pip install tensorflow -
Conda (
π₯ 3.2M Β·β±οΈ 06.02.2022):conda install -c conda-forge tensorflow -
Docker Hub (
π₯ 65M Β·β 2K Β·β±οΈ 29.04.2022):docker pull tensorflow/tensorflow
scikit-learn (π₯ 51 Β· β 50K) - scikit-learn: machine learning in Python. BSD-3
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GitHub (
π¨βπ» 2.6K Β·π 23K Β·π₯ 790 Β·π¦ 340K Β·π 10K - 22% open Β·β±οΈ 29.04.2022):git clone https://github.com/scikit-learn/scikit-learn -
PyPi (
π₯ 33M / month Β·π¦ 25K Β·β±οΈ 28.04.2022):pip install scikit-learn -
Conda (
π₯ 12M Β·β±οΈ 28.04.2022):conda install -c conda-forge scikit-learn
XGBoost (π₯ 44 Β· β 23K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
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GitHub (
π¨βπ» 560 Β·π 8.4K Β·π₯ 4K Β·π¦ 30K Β·π 4.4K - 6% open Β·β±οΈ 29.04.2022):git clone https://github.com/dmlc/xgboost -
PyPi (
π₯ 7.7M / month Β·π¦ 1.3K Β·β±οΈ 16.04.2022):pip install xgboost -
Conda (
π₯ 2.6M Β·β±οΈ 17.02.2022):conda install -c conda-forge xgboost
jax (π₯ 43 Β· β 17K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
StatsModels (π₯ 43 Β· β 7.3K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
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GitHub (
π¨βπ» 370 Β·π 2.4K Β·π₯ 26 Β·π¦ 62K Β·π 4.8K - 47% open Β·β±οΈ 26.04.2022):git clone https://github.com/statsmodels/statsmodels -
PyPi (
π₯ 7.9M / month Β·π¦ 4.5K Β·β±οΈ 08.02.2022):pip install statsmodels -
Conda (
π₯ 6M Β·β±οΈ 11.02.2022):conda install -c conda-forge statsmodels
pytorch-lightning (π₯ 42 Β· β 18K) - The lightweight PyTorch wrapper for high-performance.. Apache-2
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GitHub (
π¨βπ» 660 Β·π 2.3K Β·π₯ 6.5K Β·π¦ 8.5K Β·π 5K - 10% open Β·β±οΈ 29.04.2022):git clone https://github.com/PyTorchLightning/pytorch-lightning -
PyPi (
π₯ 2.7M / month Β·π¦ 350 Β·β±οΈ 27.04.2022):pip install pytorch-lightning -
Conda (
π₯ 420K Β·β±οΈ 28.04.2022):conda install -c conda-forge pytorch-lightning
LightGBM (π₯ 42 Β· β 14K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
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GitHub (
π¨βπ» 260 Β·π 3.5K Β·π₯ 150K Β·π¦ 13K Β·π 2.6K - 6% open Β·β±οΈ 26.04.2022):git clone https://github.com/microsoft/LightGBM -
PyPi (
π₯ 7.2M / month Β·π¦ 580 Β·β±οΈ 07.01.2022):pip install lightgbm -
Conda (
π₯ 980K Β·β±οΈ 08.01.2022):conda install -c conda-forge lightgbm
PaddlePaddle (π₯ 41 Β· β 18K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
Catboost (π₯ 40 Β· β 6.5K Β· π ) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
MXNet (π₯ 39 Β· β 20K) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning.. Apache-2
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GitHub (
π¨βπ» 970 Β·π 6.9K Β·π₯ 25K Β·π 9.7K - 20% open Β·β±οΈ 28.04.2022):git clone https://github.com/apache/incubator-mxnet -
PyPi (
π₯ 250K / month Β·π¦ 280 Β·β±οΈ 25.03.2022):pip install mxnet -
Conda (
π₯ 7.3K Β·π¦ 5 Β·β±οΈ 29.02.2020):conda install -c anaconda mxnet
Jina (π₯ 38 Β· β 14K) - Cloud-native neural search framework for kind of data. Apache-2
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GitHub (
π¨βπ» 150 Β·π 1.9K Β·π¦ 270 Β·π 1.4K - 4% open Β·β±οΈ 29.04.2022):git clone https://github.com/jina-ai/jina -
PyPi (
π₯ 41K / month Β·β±οΈ 29.04.2022):pip install jina -
Conda (
π₯ 4.1K Β·β±οΈ 22.04.2022):conda install -c conda-forge jina-core -
Docker Hub (
π₯ 1.1M Β·β 7 Β·β±οΈ 29.04.2022):docker pull jinaai/jina
Theano (π₯ 38 Β· β 9.6K) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
Thinc (π₯ 37 Β· β 2.5K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
Flax (π₯ 35 Β· β 2.9K) - Flax is a neural network library for JAX that is designed for.. Apache-2
Vowpal Wabbit (π₯ 34 Β· β 7.9K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
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GitHub (
π¨βπ» 320 Β·π 1.8K Β·π 1.2K - 11% open Β·β±οΈ 27.04.2022):git clone https://github.com/VowpalWabbit/vowpal_wabbit -
PyPi (
π₯ 51K / month Β·π¦ 30 Β·β±οΈ 06.04.2022):pip install vowpalwabbit -
Conda (
π₯ 58K Β·β±οΈ 07.04.2022):conda install -c conda-forge vowpalwabbit
tensorpack (π₯ 33 Β· β 6.2K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
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GitHub (
π¨βπ» 58 Β·π 1.8K Β·π₯ 130 Β·π¦ 1K Β·π 1.3K - 0% open Β·β±οΈ 27.11.2021):git clone https://github.com/tensorpack/tensorpack -
PyPi (
π₯ 21K / month Β·π¦ 46 Β·β±οΈ 22.01.2021):pip install tensorpack -
Conda (
π₯ 780 Β·β±οΈ 06.02.2022):conda install -c conda-forge tensorpack
tensorflow-upstream (π₯ 33 Β· β 590 Β· π ) - TensorFlow ROCm port. Apache-2
Turi Create (π₯ 32 Β· β 11K) - Turi Create simplifies the development of custom machine learning.. BSD-3
einops (π₯ 31 Β· β 4.9K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
Neural Network Libraries (π₯ 30 Β· β 2.5K) - Neural Network Libraries. Apache-2
ktrain (π₯ 30 Β· β 980) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
Neural Tangents (π₯ 26 Β· β 1.8K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
mace (π₯ 23 Β· β 4.6K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
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GitHub (
π¨βπ» 63 Β·π 790 Β·π₯ 1.4K Β·π 660 - 6% open Β·β±οΈ 11.02.2022):git clone https://github.com/XiaoMi/mace
Towhee (π₯ 23 Β· β 420) - A framework that provides a simple API for developing ML-driven data.. Apache-2
Objax (π₯ 22 Β· β 690) - Objax is a machine learning framework that provides an Object.. Apache-2
NeoML (π₯ 22 Β· β 670) - Machine learning framework for both deep learning and traditional.. Apache-2
ThunderSVM (π₯ 21 Β· β 1.4K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
chefboost (π₯ 19 Β· β 320) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
Show 13 hidden projects...
- dlib (
π₯ 39 Β·β 11K) - A toolkit for making real world machine learning and data analysis..βοΈBSL-1.0 - TFlearn (
π₯ 32 Β·β 9.6K Β·π ) - Deep learning library featuring a higher-level API for TensorFlow.MIT - CNTK (
π₯ 31 Β·β 17K Β·π ) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit.MIT - Lasagne (
π₯ 29 Β·β 3.8K Β·π ) - Lightweight library to build and train neural networks in Theano.MIT - MindsDB (
π₯ 28 Β·β 6.6K) - In-Database Machine Learning.βοΈGPL-3.0 - NuPIC (
π₯ 28 Β·β 6.3K Β·π ) - Numenta Platform for Intelligent Computing is an implementation..βοΈAGPL-3.0 - SHOGUN (
π₯ 26 Β·β 2.9K Β·π ) - Unified and efficient Machine Learning.BSD-3 - xLearn (
π₯ 25 Β·β 3K Β·π ) - High performance, easy-to-use, and scalable machine learning (ML)..Apache-2 - NeuPy (
π₯ 25 Β·β 710 Β·π ) - NeuPy is a Tensorflow based python library for prototyping and building..MIT - neon (
π₯ 23 Β·β 3.9K Β·π ) - Intel Nervana reference deep learning framework committed to best..Apache-2 - Torchbearer (
π₯ 22 Β·β 630 Β·π ) - torchbearer: A model fitting library for PyTorch.MIT - ThunderGBM (
π₯ 16 Β·β 620 Β·π ) - ThunderGBM: Fast GBDTs and Random Forests on GPUs.Apache-2 - StarSpace (
π₯ 15 Β·β 3.7K Β·π ) - Learning embeddings for classification, retrieval and ranking.MIT
Data Visualization
General-purpose and task-specific data visualization libraries.
Matplotlib (π₯ 49 Β· β 15K) - matplotlib: plotting with Python. Python-2.0
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GitHub (
π¨βπ» 1.4K Β·π 6.3K Β·π¦ 550K Β·π 8.8K - 20% open Β·β±οΈ 29.04.2022):git clone https://github.com/matplotlib/matplotlib -
PyPi (
π₯ 27M / month Β·π¦ 53K Β·β±οΈ 11.12.2021):pip install matplotlib -
Conda (
π₯ 12M Β·β±οΈ 13.12.2021):conda install -c conda-forge matplotlib
Plotly (π₯ 42 Β· β 11K) - The interactive graphing library for Python (includes Plotly Express). MIT
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GitHub (
π¨βπ» 190 Β·π 2.1K Β·π¦ 9 Β·π 2.3K - 49% open Β·β±οΈ 28.04.2022):git clone https://github.com/plotly/plotly.py -
PyPi (
π₯ 7.3M / month Β·π¦ 4K Β·β±οΈ 05.04.2022):pip install plotly -
Conda (
π₯ 2.4M Β·β±οΈ 05.04.2022):conda install -c conda-forge plotly -
npm (
π₯ 45K / month Β·π¦ 4 Β·β±οΈ 12.01.2021):npm install plotlywidget
Seaborn (π₯ 41 Β· β 9.4K) - Statistical data visualization in Python. BSD-3
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GitHub (
π¨βπ» 170 Β·π 1.5K Β·π₯ 220 Β·π¦ 150K Β·π 2K - 5% open Β·β±οΈ 03.04.2022):git clone https://github.com/mwaskom/seaborn -
PyPi (
π₯ 8.5M / month Β·π¦ 8.8K Β·β±οΈ 16.08.2021):pip install seaborn -
Conda (
π₯ 3.7M Β·β±οΈ 16.08.2021):conda install -c conda-forge seaborn
dash (π₯ 39 Β· β 16K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT
pandas-profiling (π₯ 36 Β· β 8.9K) - Create HTML profiling reports from pandas DataFrame.. MIT
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GitHub (
π¨βπ» 86 Β·π 1.3K Β·π¦ 7.6K Β·π 560 - 20% open Β·β±οΈ 06.04.2022):git clone https://github.com/pandas-profiling/pandas-profiling -
PyPi (
π₯ 1.1M / month Β·π¦ 150 Β·β±οΈ 27.09.2021):pip install pandas-profiling -
Conda (
π₯ 200K Β·β±οΈ 28.09.2021):conda install -c conda-forge pandas-profiling
HoloViews (π₯ 35 Β· β 2.2K) - With Holoviews, your data visualizes itself. BSD-3
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GitHub (
π¨βπ» 120 Β·π 350 Β·π 2.8K - 30% open Β·β±οΈ 29.04.2022):git clone https://github.com/holoviz/holoviews -
PyPi (
π₯ 470K / month Β·π¦ 210 Β·β±οΈ 15.04.2022):pip install holoviews -
Conda (
π₯ 690K Β·β±οΈ 16.02.2022):conda install -c conda-forge holoviews -
npm (
π₯ 1.9K / month Β·β±οΈ 24.05.2020):npm install @pyviz/jupyterlab_pyviz
PyQtGraph (π₯ 33 Β· β 2.8K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
PyVista (π₯ 33 Β· β 1.2K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT
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GitHub (
π¨βπ» 84 Β·π 240 Β·π₯ 600 Β·π¦ 720 Β·π 780 - 29% open Β·β±οΈ 28.04.2022):git clone https://github.com/pyvista/pyvista -
PyPi (
π₯ 56K / month Β·π¦ 100 Β·β±οΈ 18.04.2022):pip install pyvista -
Conda (
π₯ 160K Β·β±οΈ 15.04.2022):conda install -c conda-forge pyvista
bqplot (π₯ 32 Β· β 3.3K) - Plotting library for IPython/Jupyter notebooks. Apache-2
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GitHub (
π¨βπ» 56 Β·π 460 Β·π¦ 30 Β·π 580 - 39% open Β·β±οΈ 08.04.2022):git clone https://github.com/bqplot/bqplot -
PyPi (
π₯ 73K / month Β·π¦ 92 Β·β±οΈ 11.02.2022):pip install bqplot -
Conda (
π₯ 950K Β·β±οΈ 11.02.2022):conda install -c conda-forge bqplot -
npm (
π₯ 22K / month Β·π¦ 10 Β·β±οΈ 11.02.2022):npm install bqplot
VisPy (π₯ 32 Β· β 2.9K) - High-performance interactive 2D/3D data visualization library. BSD-3
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GitHub (
π¨βπ» 170 Β·π 590 Β·π¦ 730 Β·π 1.3K - 21% open Β·β±οΈ 28.04.2022):git clone https://github.com/vispy/vispy -
PyPi (
π₯ 53K / month Β·π¦ 96 Β·β±οΈ 18.04.2022):pip install vispy -
Conda (
π₯ 220K Β·β±οΈ 18.04.2022):conda install -c conda-forge vispy -
npm (
π₯ 22 / month Β·β±οΈ 15.03.2020):npm install vispy
datashader (π₯ 32 Β· β 2.8K) - Quickly and accurately render even the largest data. BSD-3
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GitHub (
π¨βπ» 47 Β·π 350 Β·π¦ 1.1K Β·π 500 - 25% open Β·β±οΈ 25.04.2022):git clone https://github.com/holoviz/datashader -
PyPi (
π₯ 44K / month Β·π¦ 93 Β·β±οΈ 25.04.2022):pip install datashader -
Conda (
π₯ 290K Β·β±οΈ 26.04.2022):conda install -c conda-forge datashader
Perspective (π₯ 31 Β· β 4.4K) - A data visualization and analytics component, especially.. Apache-2
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GitHub (
π¨βπ» 68 Β·π 460 Β·π¦ 240 Β·π 520 - 15% open Β·β±οΈ 27.04.2022):git clone https://github.com/finos/perspective -
PyPi (
π₯ 1.9K / month Β·π¦ 9 Β·β±οΈ 14.03.2022):pip install perspective-python -
Conda (
π₯ 50K Β·β±οΈ 25.04.2022):conda install -c conda-forge perspective -
npm (
π₯ 2.4K / month Β·β±οΈ 27.04.2022):npm install @finos/perspective-jupyterlab
missingno (π₯ 31 Β· β 3.2K) - Missing data visualization module for Python. MIT
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GitHub (
π¨βπ» 17 Β·π 390 Β·π¦ 7.1K Β·π 120 - 5% open Β·β±οΈ 27.02.2022):git clone https://github.com/ResidentMario/missingno -
PyPi (
π₯ 950K / month Β·π¦ 120 Β·β±οΈ 27.02.2022):pip install missingno -
Conda (
π₯ 150K Β·β±οΈ 15.02.2020):conda install -c conda-forge missingno
D-Tale (π₯ 30 Β· β 3.4K) - Visualizer for pandas data structures. βοΈLGPL-2.1
data-validation (π₯ 29 Β· β 630) - Library for exploring and validating machine learning.. Apache-2
hvPlot (π₯ 29 Β· β 550) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
HyperTools (π₯ 28 Β· β 1.7K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT
Facets Overview (π₯ 27 Β· β 6.8K Β· π€ ) - Visualizations for machine learning datasets. Apache-2
pythreejs (π₯ 27 Β· β 810) - A Jupyter - Three.js bridge. BSD-3
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GitHub (
π¨βπ» 29 Β·π 180 Β·π¦ 19 Β·π 220 - 33% open Β·β±οΈ 06.12.2021):git clone https://github.com/jupyter-widgets/pythreejs -
PyPi (
π₯ 52K / month Β·π¦ 38 Β·β±οΈ 26.02.2021):pip install pythreejs -
Conda (
π₯ 380K Β·β±οΈ 02.03.2021):conda install -c conda-forge pythreejs -
npm (
π₯ 5.3K / month Β·π¦ 7 Β·β±οΈ 26.02.2021):npm install jupyter-threejs
Sweetviz (π₯ 23 Β· β 2K Β· π€ ) - Visualize and compare datasets, target values and associations, with.. MIT
AutoViz (π₯ 23 Β· β 690) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
Pandas-Bokeh (π₯ 22 Β· β 770) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
python-ternary (π₯ 22 Β· β 550) - Ternary plotting library for python with matplotlib. MIT
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GitHub (
π¨βπ» 27 Β·π 140 Β·π₯ 17 Β·π¦ 91 Β·π 120 - 22% open Β·β±οΈ 27.02.2022):git clone https://github.com/marcharper/python-ternary -
PyPi (
π₯ 22K / month Β·π¦ 21 Β·β±οΈ 17.02.2021):pip install python-ternary -
Conda (
π₯ 62K Β·β±οΈ 17.02.2021):conda install -c conda-forge python-ternary
Show 14 hidden projects...
- plotnine (
π₯ 31 Β·β 3.1K) - A grammar of graphics for Python.βοΈGPL-2.0 - cartopy (
π₯ 31 Β·β 1K) - Cartopy - a cartographic python library with matplotlib support.βοΈLGPL-3.0 - Cufflinks (
π₯ 30 Β·β 2.6K Β·π ) - Productivity Tools for Plotly + Pandas.MIT - Multicore-TSNE (
π₯ 25 Β·β 1.7K Β·π ) - Parallel t-SNE implementation with Python and Torch..BSD-3 - Chartify (
π₯ 24 Β·β 3.1K Β·π ) - Python library that makes it easy for data scientists to create..Apache-2 - pivottablejs (
π₯ 23 Β·β 460 Β·π ) - Dragndrop Pivot Tables and Charts for Jupyter/IPython..MIT - PandasGUI (
π₯ 22 Β·β 2.6K) - A GUI for Pandas DataFrames.βοΈMIT-0 - PDPbox (
π₯ 22 Β·β 670 Β·π ) - python partial dependence plot toolbox.MIT - ivis (
π₯ 19 Β·β 260) - Dimensionality reduction in very large datasets using Siamese..Apache-2 - animatplot (
π₯ 17 Β·β 390 Β·π ) - A python package for animating plots build on matplotlib.MIT - pdvega (
π₯ 16 Β·β 340 Β·π ) - Interactive plotting for Pandas using Vega-Lite.MIT - data-describe (
π₯ 16 Β·β 290) - datadescribe: Pythonic EDA Accelerator for Data Science.Apache-2 - nx-altair (
π₯ 16 Β·β 190 Β·π ) - Draw interactive NetworkX graphs with Altair.MIT - nptsne (
π₯ 14 Β·β 28 Β·π ) - nptsne is a numpy compatible python binary package that offers a..Apache-2
Text Data & NLP
Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.
transformers (π₯ 49 Β· β 62K) - Transformers: State-of-the-art Machine Learning for.. Apache-2
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GitHub (
π¨βπ» 1.3K Β·π 14K Β·π₯ 1.5K Β·π¦ 27K Β·π 9.2K - 5% open Β·β±οΈ 29.04.2022):git clone https://github.com/huggingface/transformers -
PyPi (
π₯ 5.8M / month Β·π¦ 830 Β·β±οΈ 06.04.2022):pip install transformers -
Conda (
π₯ 170K Β·β±οΈ 31.01.2022):conda install -c conda-forge transformers
spaCy (π₯ 44 Β· β 23K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
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GitHub (
π¨βπ» 680 Β·π 3.8K Β·π₯ 3.1K Β·π¦ 38K Β·π 5.1K - 1% open Β·β±οΈ 28.04.2022):git clone https://github.com/explosion/spaCy -
PyPi (
π₯ 4.4M / month Β·π¦ 2.3K Β·β±οΈ 05.04.2022):pip install spacy -
Conda (
π₯ 2.6M Β·β±οΈ 29.04.2022):conda install -c conda-forge spacy
nltk (π₯ 44 Β· β 11K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
gensim (π₯ 41 Β· β 13K) - Topic Modelling for Humans. βοΈLGPL-2.1
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GitHub (
π¨βπ» 430 Β·π 4.1K Β·π₯ 3.5K Β·π¦ 33K Β·π 1.8K - 21% open Β·β±οΈ 29.04.2022):git clone https://github.com/RaRe-Technologies/gensim -
PyPi (
π₯ 5.2M / month Β·π¦ 2.8K Β·β±οΈ 17.09.2021):pip install gensim -
Conda (
π₯ 790K Β·β±οΈ 09.11.2021):conda install -c conda-forge gensim
Rasa (π₯ 39 Β· β 14K) - Open source machine learning framework to automate text- and voice-.. Apache-2
flair (π₯ 38 Β· β 12K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT
fairseq (π₯ 37 Β· β 17K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT
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GitHub (
π¨βπ» 380 Β·π 4.4K Β·π₯ 210 Β·π¦ 770 Β·π 3.4K - 25% open Β·β±οΈ 28.04.2022):git clone https://github.com/pytorch/fairseq -
PyPi (
π₯ 67K / month Β·π¦ 35 Β·β±οΈ 05.01.2021):pip install fairseq -
Conda (
π₯ 14K Β·β±οΈ 28.04.2021):conda install -c conda-forge fairseq
AllenNLP (π₯ 37 Β· β 11K) - An open-source NLP research library, built on PyTorch. Apache-2
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GitHub (
π¨βπ» 260 Β·π 2.2K Β·π₯ 46 Β·π¦ 2.4K Β·π 2.5K - 3% open Β·β±οΈ 28.04.2022):git clone https://github.com/allenai/allennlp -
PyPi (
π₯ 39K / month Β·π¦ 180 Β·β±οΈ 14.04.2022):pip install allennlp -
Conda (
π₯ 54K Β·β±οΈ 15.04.2022):conda install -c conda-forge allennlp
ChatterBot (π₯ 36 Β· β 12K Β· π€ ) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
ParlAI (π₯ 35 Β· β 8.8K) - A framework for training and evaluating AI models on a variety of.. MIT
sentence-transformers (π₯ 35 Β· β 7.6K) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
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GitHub (
π¨βπ» 78 Β·π 1.5K Β·π¦ 3K Β·π 1.4K - 50% open Β·β±οΈ 21.04.2022):git clone https://github.com/UKPLab/sentence-transformers -
PyPi (
π₯ 1.9M / month Β·π¦ 95 Β·β±οΈ 01.10.2021):pip install sentence-transformers -
Conda (
π₯ 19K Β·β±οΈ 20.02.2022):conda install -c conda-forge sentence-transformers
stanza (π₯ 35 Β· β 6.1K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
TextBlob (π₯ 34 Β· β 8.1K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT
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GitHub (
π¨βπ» 35 Β·π 1.1K Β·π₯ 98 Β·π¦ 20K Β·π 260 - 39% open Β·β±οΈ 22.10.2021):git clone https://github.com/sloria/TextBlob -
PyPi (
π₯ 920K / month Β·π¦ 1.4K Β·β±οΈ 15.12.2021):pip install textblob -
Conda (
π₯ 160K Β·β±οΈ 24.02.2019):conda install -c conda-forge textblob
sentencepiece (π₯ 34 Β· β 5.8K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
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GitHub (
π¨βπ» 64 Β·π 790 Β·π₯ 21K Β·π¦ 15K Β·π 540 - 10% open Β·β±οΈ 12.04.2022):git clone https://github.com/google/sentencepiece -
PyPi (
π₯ 5.6M / month Β·π¦ 350 Β·β±οΈ 18.06.2021):pip install sentencepiece -
Conda (
π₯ 180K Β·β±οΈ 08.04.2022):conda install -c conda-forge sentencepiece
Tokenizers (π₯ 34 Β· β 5.6K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
-
GitHub (
π¨βπ» 55 Β·π 460 Β·π¦ 48 Β·π 620 - 30% open Β·β±οΈ 25.04.2022):git clone https://github.com/huggingface/tokenizers -
PyPi (
π₯ 6.7M / month Β·π¦ 110 Β·β±οΈ 13.04.2022):pip install tokenizers -
Conda (
π₯ 140K Β·β±οΈ 13.04.2022):conda install -c conda-forge tokenizers
fastText (π₯ 33 Β· β 24K) - Library for fast text representation and classification. MIT
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GitHub (
π¨βπ» 59 Β·π 4.4K Β·π¦ 2.9K Β·π 1.1K - 43% open Β·β±οΈ 04.03.2022):git clone https://github.com/facebookresearch/fastText -
PyPi (
π₯ 530K / month Β·π¦ 180 Β·β±οΈ 28.04.2020):pip install fasttext -
Conda (
π₯ 28K Β·β±οΈ 16.04.2022):conda install -c conda-forge fasttext
Dedupe (π₯ 33 Β· β 3.4K) - A python library for accurate and scalable fuzzy matching, record.. MIT
TensorFlow Text (π₯ 32 Β· β 930) - Making text a first-class citizen in TensorFlow. Apache-2
snowballstemmer (π₯ 32 Β· β 560) - Snowball compiler and stemming algorithms. BSD-3
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GitHub (
π¨βπ» 28 Β·π 150 Β·π¦ 4 Β·π 69 - 36% open Β·β±οΈ 17.12.2021):git clone https://github.com/snowballstem/snowball -
PyPi (
π₯ 6.7M / month Β·π¦ 6.7K Β·β±οΈ 16.11.2021):pip install snowballstemmer -
Conda (
π₯ 4.2M Β·β±οΈ 17.11.2021):conda install -c conda-forge snowballstemmer
DeepPavlov (π₯ 31 Β· β 5.7K) - An open source library for deep learning end-to-end dialog.. Apache-2
jellyfish (π₯ 31 Β· β 1.6K) - a python library for doing approximate and phonetic matching of.. BSD-2
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GitHub (
π¨βπ» 25 Β·π 150 Β·π¦ 3.6K Β·π 110 - 8% open Β·β±οΈ 07.01.2022):git clone https://github.com/jamesturk/jellyfish -
PyPi (
π₯ 2.1M / month Β·π¦ 400 Β·β±οΈ 07.01.2022):pip install jellyfish -
Conda (
π₯ 200K Β·β±οΈ 08.04.2022):conda install -c conda-forge jellyfish
haystack (π₯ 30 Β· β 4.6K) - Haystack is an open source NLP framework that leverages Transformer.. Apache-2
SciSpacy (π₯ 30 Β· β 1.1K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
Sumy (π₯ 29 Β· β 2.8K) - Module for automatic summarization of text documents and HTML pages. Apache-2
vaderSentiment (π₯ 28 Β· β 3.6K) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary and.. MIT
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GitHub (
π¨βπ» 11 Β·π 850 Β·π¦ 3.7K Β·π 110 - 30% open Β·β±οΈ 01.04.2022):git clone https://github.com/cjhutto/vaderSentiment -
PyPi (
π₯ 220K / month Β·π¦ 170 Β·β±οΈ 22.05.2020):pip install vadersentiment -
Conda (
π₯ 8.4K Β·β±οΈ 22.03.2021):conda install -c conda-forge vadersentiment
neuralcoref (π₯ 28 Β· β 2.5K Β· π€ ) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
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GitHub (
π¨βπ» 21 Β·π 440 Β·π₯ 370 Β·π¦ 480 Β·π 300 - 16% open Β·β±οΈ 22.06.2021):git clone https://github.com/huggingface/neuralcoref -
PyPi (
π₯ 140K / month Β·π¦ 14 Β·β±οΈ 08.04.2019):pip install neuralcoref -
Conda (
π₯ 11K Β·β±οΈ 21.02.2020):conda install -c conda-forge neuralcoref
GluonNLP (π₯ 28 Β· β 2.4K Β· π€ ) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
PyTextRank (π₯ 28 Β· β 1.8K) - Python implementation of TextRank algorithms (textgraphs) for phrase.. MIT
Ciphey (π₯ 27 Β· β 9.8K) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
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GitHub (
π¨βπ» 46 Β·π 600 Β·π 290 - 17% open Β·β±οΈ 03.11.2021):git clone https://github.com/Ciphey/Ciphey -
PyPi (
π₯ 9.1K / month Β·β±οΈ 06.06.2021):pip install ciphey -
Docker Hub (
π₯ 15K Β·β 6 Β·β±οΈ 14.04.2022):docker pull remnux/ciphey
T5 (π₯ 27 Β· β 4.1K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
TextDistance (π₯ 27 Β· β 2.8K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
spacy-transformers (π₯ 27 Β· β 1.1K Β· π ) - Use pretrained transformers like BERT, XLNet and.. MIT spacy
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GitHub (
π¨βπ» 18 Β·π 140 Β·π¦ 490 Β·β±οΈ 29.04.2022):git clone https://github.com/explosion/spacy-transformers -
PyPi (
π₯ 98K / month Β·π¦ 17 Β·β±οΈ 15.03.2022):pip install spacy-transformers -
Conda (
π₯ 1K Β·β±οΈ 15.03.2022):conda install -c conda-forge spacy-transformers
english-words (π₯ 26 Β· β 7K) - A text file containing 479k English words for all your.. Unlicense
fastNLP (π₯ 26 Β· β 2.6K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2
Snips NLU (π₯ 25 Β· β 3.6K Β· π€ ) - Snips Python library to extract meaning from text. Apache-2
scattertext (π₯ 25 Β· β 1.8K) - Beautiful visualizations of how language differs among document.. Apache-2
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GitHub (
π¨βπ» 12 Β·π 250 Β·π¦ 270 Β·π 85 - 20% open Β·β±οΈ 26.03.2022):git clone https://github.com/JasonKessler/scattertext -
PyPi (
π₯ 3.6K / month Β·π¦ 10 Β·β±οΈ 26.03.2022):pip install scattertext -
Conda (
π₯ 61K Β·β±οΈ 26.03.2022):conda install -c conda-forge scattertext
MatchZoo (π₯ 24 Β· β 3.6K Β· π€ ) - Facilitating the design, comparison and sharing of deep.. Apache-2
pytorch-nlp (π₯ 24 Β· β 2.1K Β· π€ ) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
Kashgari (π₯ 23 Β· β 2.3K Β· π€ ) - Kashgari is a production-level NLP Transfer learning.. Apache-2
sense2vec (π₯ 23 Β· β 1.4K Β· π€ ) - Contextually-keyed word vectors. MIT
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GitHub (
π¨βπ» 17 Β·π 220 Β·π₯ 28K Β·π¦ 140 Β·π 110 - 18% open Β·β±οΈ 16.08.2021):git clone https://github.com/explosion/sense2vec -
PyPi (
π₯ 3.5K / month Β·π¦ 8 Β·β±οΈ 19.04.2021):pip install sense2vec -
Conda (
π₯ 25K Β·β±οΈ 14.07.2021):conda install -c conda-forge sense2vec
Sockeye (π₯ 23 Β· β 1.1K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
rubrix (π₯ 23 Β· β 1K) - Rubrix, open-source framework for data-centric NLP. Data annotation and.. Apache-2
detoxify (π₯ 23 Β· β 420) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2
NLP Architect (π₯ 22 Β· β 2.8K Β· π€ ) - A model library for exploring state-of-the-art deep.. Apache-2
Texthero (π₯ 22 Β· β 2.5K Β· π€ ) - Text preprocessing, representation and visualization from zero to.. MIT
lightseq (π₯ 22 Β· β 2.1K) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2
FARM (π₯ 22 Β· β 1.5K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2
anaGo (π₯ 22 Β· β 1.4K Β· π€ ) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
DeepMatcher (π₯ 21 Β· β 4.2K Β· π€ ) - Python package for performing Entity and Text Matching using.. BSD-3
gpt-2-simple (π₯ 21 Β· β 2.9K) - Python package to easily retrain OpenAIs GPT-2 text-.. MIT
OpenPrompt (π₯ 21 Β· β 1.4K) - An Open-Source Framework for Prompt-Learning. Apache-2
qdrant (π₯ 20 Β· β 1.4K) - Qdrant - vector similarity search engine with extended filtering.. Apache-2
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GitHub (
π¨βπ» 23 Β·π 82 Β·π 180 - 26% open Β·β±οΈ 29.04.2022):git clone https://github.com/qdrant/qdrant
TextBox (π₯ 17 Β· β 350) - TextBox is an open-source library for building text generation system. MIT
OpenNRE (π₯ 16 Β· β 3.6K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
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GitHub (
π¨βπ» 10 Β·π 940 Β·π 350 - 5% open Β·β±οΈ 06.04.2022):git clone https://github.com/thunlp/OpenNRE
Camphr (π₯ 16 Β· β 340 Β· π€ ) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
BLINK (π₯ 15 Β· β 860 Β· π€ ) - Entity Linker solution. MIT
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GitHub (
π¨βπ» 16 Β·π 160 Β·π 82 - 62% open Β·β±οΈ 02.04.2021):git clone https://github.com/facebookresearch/BLINK
VizSeq (π₯ 15 Β· β 390) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
Show 26 hidden projects...
- fuzzywuzzy (
π₯ 32 Β·β 8.7K Β·π€ ) - Fuzzy String Matching in Python.βοΈGPL-2.0 - langid (
π₯ 27 Β·β 1.9K Β·π ) - Stand-alone language identification system.BSD-3 - flashtext (
π₯ 25 Β·β 5.2K Β·π ) - Extract Keywords from sentence or Replace keywords in sentences.MIT - polyglot (
π₯ 25 Β·β 2K Β·π ) - Multilingual text (NLP) processing toolkit.βοΈGPL-3.0 - textgenrnn (
π₯ 24 Β·β 4.7K Β·π ) - Easily train your own text-generating neural network of any..MIT - whoosh (
π₯ 24 Β·β 220) - Pure-Python full-text search library.βοΈBSD-1-Clause - YouTokenToMe (
π₯ 23 Β·β 800 Β·π ) - Unsupervised text tokenizer focused on computational efficiency.MIT - pySBD (
π₯ 23 Β·β 430 Β·π ) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence..MIT - happy-transformer (
π₯ 23 Β·β 280) - A package built on top of Hugging Faces transformers..Apache-2huggingface - Texar (
π₯ 22 Β·β 2.3K Β·π ) - Toolkit for Machine Learning, Natural Language Processing, and..Apache-2 - DELTA (
π₯ 21 Β·β 1.5K Β·π ) - DELTA is a deep learning based natural language and speech..Apache-2 - stop-words (
π₯ 21 Β·β 140 Β·π ) - Get list of common stop words in various languages in Python.BSD-3 - fastT5 (
π₯ 20 Β·β 290) - boost inference speed of T5 models by 5x & reduce the model size by 3x.Apache-2 - pyfasttext (
π₯ 20 Β·β 230 Β·π ) - Yet another Python binding for fastText.βοΈGPL-3.0 - textpipe (
π₯ 19 Β·β 300 Β·π€ ) - Textpipe: clean and extract metadata from text.MIT - NeuroNER (
π₯ 18 Β·β 1.6K Β·π ) - Named-entity recognition using neural networks. Easy-to-use and..MIT - nboost (
π₯ 17 Β·β 620 Β·π ) - NBoost is a scalable, search-api-boosting platform for deploying..Apache-2 - textaugment (
π₯ 17 Β·β 240 Β·π€ ) - TextAugment: Text Augmentation Library.MIT - skift (
π₯ 17 Β·β 230) - scikit-learn wrappers for Python fastText.MIT - NeuralQA (
π₯ 15 Β·β 220 Β·π ) - NeuralQA: A Usable Library for Question Answering on Large Datasets..MIT - spacy-dbpedia-spotlight (
π₯ 15 Β·β 57) - A spaCy wrapper for DBpedia Spotlight.MITspacy - Headliner (
π₯ 14 Β·β 230 Β·π ) - Easy training and deployment of seq2seq models.MIT - textvec (
π₯ 14 Β·β 180 Β·π ) - Text vectorization tool to outperform TFIDF for classification..MIT - numerizer (
π₯ 14 Β·β 140) - A Python module to convert natural language numerics into ints and..MIT - TransferNLP (
π₯ 13 Β·β 290 Β·π ) - NLP library designed for reproducible experimentation..MIT - ONNX-T5 (
π₯ 13 Β·β 200 Β·π ) - Summarization, translation, sentiment-analysis, text-generation..Apache-2
Image Data
Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.
scikit-image (π₯ 44 Β· β 4.9K) - Image processing in Python. BSD-2
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GitHub (
π¨βπ» 550 Β·π 2K Β·π¦ 100K Β·π 2.4K - 25% open Β·β±οΈ 26.04.2022):git clone https://github.com/scikit-image/scikit-image -
PyPi (
π₯ 5.4M / month Β·π¦ 9.2K Β·β±οΈ 17.02.2022):pip install scikit-image -
Conda (
π₯ 3.3M Β·β±οΈ 18.02.2022):conda install -c conda-forge scikit-image
torchvision (π₯ 42 Β· β 12K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
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GitHub (
π¨βπ» 480 Β·π 5.9K Β·π₯ 4.2K Β·π 2.4K - 28% open Β·β±οΈ 28.04.2022):git clone https://github.com/pytorch/vision -
PyPi (
π₯ 3.7M / month Β·π¦ 3.6K Β·β±οΈ 10.03.2022):pip install torchvision -
Conda (
π₯ 220K Β·β±οΈ 29.03.2022):conda install -c conda-forge torchvision
MMDetection (π₯ 37 Β· β 19K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
PyTorch Image Models (π₯ 37 Β· β 18K) - PyTorch image models, scripts, pretrained weights --.. Apache-2
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GitHub (
π¨βπ» 73 Β·π 3K Β·π₯ 1.1M Β·π¦ 2.8K Β·π 490 - 11% open Β·β±οΈ 27.04.2022):git clone https://github.com/rwightman/pytorch-image-models -
PyPi (
π₯ 1.6M / month Β·π¦ 90 Β·β±οΈ 17.01.2022):pip install timm -
Conda (
π₯ 15K Β·β±οΈ 30.06.2021):conda install -c conda-forge timm
imageio (π₯ 36 Β· β 1K) - Python library for reading and writing image data. BSD-2
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GitHub (
π¨βπ» 88 Β·π 210 Β·π₯ 200 Β·π¦ 60K Β·π 440 - 13% open Β·β±οΈ 29.04.2022):git clone https://github.com/imageio/imageio -
PyPi (
π₯ 14M / month Β·π¦ 2.6K Β·β±οΈ 25.04.2022):pip install imageio -
Conda (
π₯ 2.8M Β·β±οΈ 25.04.2022):conda install -c conda-forge imageio
Kornia (π₯ 35 Β· β 6.3K) - Open Source Differentiable Computer Vision Library. Apache-2
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GitHub (
π¨βπ» 170 Β·π 630 Β·π₯ 250 Β·π¦ 1.2K Β·π 580 - 27% open Β·β±οΈ 25.04.2022):git clone https://github.com/kornia/kornia -
PyPi (
π₯ 250K / month Β·π¦ 46 Β·β±οΈ 21.03.2022):pip install kornia -
Conda (
π₯ 15K Β·β±οΈ 21.03.2022):conda install -c conda-forge kornia
detectron2 (π₯ 34 Β· β 21K) - Detectron2 is a platform for object detection, segmentation.. Apache-2
InsightFace (π₯ 34 Β· β 12K) - State-of-the-art 2D and 3D Face Analysis Project. MIT
opencv-python (π₯ 34 Β· β 2.7K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
Face Recognition (π₯ 33 Β· β 44K Β· π€ ) - The worlds simplest facial recognition api for Python.. MIT
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GitHub (
π¨βπ» 47 Β·π 12K Β·π₯ 460 Β·π 1.2K - 54% open Β·β±οΈ 14.06.2021):git clone https://github.com/ageitgey/face_recognition -
PyPi (
π₯ 51K / month Β·π¦ 210 Β·β±οΈ 21.08.2018):pip install face_recognition -
Conda (
π₯ 5.9K Β·β±οΈ 30.04.2021):conda install -c conda-forge face_recognition
Albumentations (π₯ 32 Β· β 10K) - Fast image augmentation library and an easy-to-use wrapper.. MIT
-
GitHub (
π¨βπ» 100 Β·π 1.3K Β·π¦ 7.6K Β·π 590 - 41% open Β·β±οΈ 13.02.2022):git clone https://github.com/albumentations-team/albumentations -
PyPi (
π₯ 410K / month Β·π¦ 180 Β·β±οΈ 04.10.2021):pip install albumentations -
Conda (
π₯ 35K Β·β±οΈ 15.07.2021):conda install -c conda-forge albumentations
PaddleDetection (π₯ 31 Β· β 7.5K) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
PaddleSeg (π₯ 31 Β· β 4.6K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2
imutils (π₯ 31 Β· β 4.1K) - A series of convenience functions to make basic image processing.. MIT
imageai (π₯ 30 Β· β 7K Β· π€ ) - A python library built to empower developers to build applications and.. MIT
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GitHub (
π¨βπ» 15 Β·π 1.9K Β·π₯ 740K Β·π¦ 1.1K Β·π 680 - 37% open Β·β±οΈ 08.05.2021):git clone https://github.com/OlafenwaMoses/ImageAI -
PyPi (
π₯ 20K / month Β·π¦ 16 Β·β±οΈ 05.01.2021):pip install imageai -
Conda (
π₯ 2.6K Β·β±οΈ 30.04.2021):conda install -c conda-forge imageai
deepface (π₯ 30 Β· β 3.7K) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
vit-pytorch (π₯ 29 Β· β 9.7K) - Implementation of Vision Transformer, a simple way to achieve.. MIT
ImageHash (π₯ 29 Β· β 2.3K Β· π€ ) - A Python Perceptual Image Hashing Module. BSD-2
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GitHub (
π¨βπ» 20 Β·π 300 Β·π¦ 4.9K Β·π 110 - 12% open Β·β±οΈ 07.09.2021):git clone https://github.com/JohannesBuchner/imagehash -
PyPi (
π₯ 1.3M / month Β·π¦ 320 Β·β±οΈ 15.07.2021):pip install ImageHash -
Conda (
π₯ 170K Β·β±οΈ 15.07.2021):conda install -c conda-forge imagehash
vidgear (π₯ 28 Β· β 2.2K) - A High-performance cross-platform Video Processing Python framework.. Apache-2
Face Alignment (π₯ 27 Β· β 5.7K Β· π€ ) - 2D and 3D Face alignment library build using pytorch. BSD-3
sahi (π₯ 27 Β· β 1.6K) - A lightweight vision library for performing large scale object detection/.. MIT
layout-parser (π₯ 26 Β· β 3K) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
mtcnn (π₯ 26 Β· β 1.8K Β· π€ ) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
CellProfiler (π₯ 26 Β· β 660) - An open-source application for biological image analysis. BSD-3
MMF (π₯ 25 Β· β 4.9K) - A modular framework for vision & language multimodal research from.. BSD-3
facenet-pytorch (π₯ 25 Β· β 2.8K) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
vissl (π₯ 25 Β· β 2.6K) - VISSL is FAIRs library of extensible, modular and scalable components.. MIT
pytorchvideo (π₯ 25 Β· β 2.4K) - A deep learning library for video understanding research. Apache-2
icevision (π₯ 25 Β· β 680) - An Agnostic Computer Vision Framework - Pluggable to any Training.. Apache-2
tensorflow-graphics (π₯ 24 Β· β 2.6K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
deep-daze (π₯ 23 Β· β 4.2K) - Simple command line tool for text to image generation using OpenAIs.. MIT
Image Super-Resolution (π₯ 23 Β· β 3.6K Β· π€ ) - Super-scale your images and run experiments with.. Apache-2
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GitHub (
π¨βπ» 10 Β·π 620 Β·π¦ 82 Β·π 200 - 44% open Β·β±οΈ 02.06.2021):git clone https://github.com/idealo/image-super-resolution -
PyPi (
π₯ 4.3K / month Β·π¦ 5 Β·β±οΈ 08.01.2020):pip install ISR -
Docker Hub (
π₯ 210 Β·β±οΈ 01.04.2019):docker pull idealo/image-super-resolution-gpu
Classy Vision (π₯ 23 Β· β 1.4K) - An end-to-end PyTorch framework for image and video.. MIT
-
GitHub (
π¨βπ» 74 Β·π 250 Β·π 110 - 46% open Β·β±οΈ 21.04.2022):git clone https://github.com/facebookresearch/ClassyVision -
PyPi (
π₯ 2.4K / month Β·π¦ 2 Β·β±οΈ 09.07.2021):pip install classy_vision -
Conda (
π₯ 12K Β·β±οΈ 22.03.2022):conda install -c conda-forge classy_vision
Norfair (π₯ 22 Β· β 1.4K) - Lightweight Python library for adding real-time object tracking to any.. BSD-3
image-match (π₯ 21 Β· β 2.7K Β· π€ ) - Quickly search over billions of images. Apache-2
DEβ«ΆTR (π₯ 18 Β· β 8.7K) - End-to-End Object Detection with Transformers. Apache-2
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GitHub (
π¨βπ» 25 Β·π 1.6K Β·π 430 - 36% open Β·β±οΈ 07.03.2022):git clone https://github.com/facebookresearch/detr
PySlowFast (π₯ 18 Β· β 4.7K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2
scenic (π₯ 18 Β· β 870) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2
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GitHub (
π¨βπ» 36 Β·π 100 Β·π¦ 16 Β·π 37 - 45% open Β·β±οΈ 26.04.2022):git clone https://github.com/google-research/scenic
Caer (π₯ 17 Β· β 610) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
Show 12 hidden projects...
- glfw (
π₯ 36 Β·β 9K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input.βοΈZlib - imgaug (
π₯ 35 Β·β 13K Β·π ) - Image augmentation for machine learning experiments.MIT - PyTorch3D (
π₯ 29 Β·β 5.9K) - PyTorch3D is FAIRs library of reusable components for..βUnlicensed - Pillow-SIMD (
π₯ 28 Β·β 1.8K) - The friendly PIL fork.βοΈPIL - chainercv (
π₯ 27 Β·β 1.5K Β·π ) - ChainerCV: a Library for Deep Learning in Computer Vision.MIT - segmentation_models (
π₯ 24 Β·β 3.8K Β·π ) - Segmentation models with pretrained backbones. Keras..MIT - Luminoth (
π₯ 23 Β·β 2.4K Β·π ) - Deep Learning toolkit for Computer Vision.BSD-3 - Image Deduplicator (
π₯ 22 Β·β 4K Β·π ) - Finding duplicate images made easy!.Apache-2 - nude.py (
π₯ 21 Β·β 850 Β·π ) - Nudity detection with Python.MIT - solt (
π₯ 16 Β·β 250 Β·π ) - Streaming over lightweight data transformations.MIT - HugsVision (
π₯ 14 Β·β 160) - HugsVision is a easy to use huggingface wrapper for state-of-the-..MIThuggingface - Torch Points 3D (
π₯ 14 Β·β 47 Β·π£ ) - Pytorch framework for doing deep learning on point..BSD-3
Graph Data
Libraries for graph processing, clustering, embedding, and machine learning tasks.
networkx (π₯ 43 Β· β 11K) - Network Analysis in Python. BSD-3
-
GitHub (
π¨βπ» 590 Β·π 2.6K Β·π₯ 59 Β·π¦ 110K Β·π 2.9K - 12% open Β·β±οΈ 28.04.2022):git clone https://github.com/networkx/networkx -
PyPi (
π₯ 17M / month Β·π¦ 13K Β·β±οΈ 09.04.2022):pip install networkx -
Conda (
π₯ 6.2M Β·β±οΈ 10.04.2022):conda install -c conda-forge networkx
PyTorch Geometric (π₯ 36 Β· β 14K) - Graph Neural Network Library for PyTorch. MIT
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GitHub (
π¨βπ» 260 Β·π 2.6K Β·π 2.5K - 37% open Β·β±οΈ 29.04.2022):git clone https://github.com/pyg-team/pytorch_geometric -
PyPi (
π₯ 71K / month Β·π¦ 39 Β·β±οΈ 12.03.2022):pip install torch-geometric -
Conda (
π₯ 6.1K Β·β±οΈ 19.01.2022):conda install -c conda-forge pytorch_geometric
dgl (π₯ 36 Β· β 9.4K Β· π ) - Python package built to ease deep learning on graph, on top of.. Apache-2
StellarGraph (π₯ 28 Β· β 2.4K) - StellarGraph - Machine Learning on Graphs. Apache-2
ogb (π₯ 28 Β· β 1.3K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
pygraphistry (π₯ 26 Β· β 1.6K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3
Paddle Graph Learning (π₯ 26 Β· β 1.3K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
PyTorch-BigGraph (π₯ 25 Β· β 3K) - Generate embeddings from large-scale graph-structured.. BSD-3
pytorch_geometric_temporal (π₯ 25 Β· β 1.5K) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
PyKEEN (π₯ 25 Β· β 820 Β· π ) - A Python library for learning and evaluating knowledge graph embeddings. MIT
graph4nlp (π₯ 23 Β· β 1.3K) - Graph4nlp is the library for the easy use of Graph Neural.. Apache-2
AmpliGraph (π₯ 22 Β· β 1.7K Β· π€ ) - Python library for Representation Learning on Knowledge.. Apache-2
torch-cluster (π₯ 22 Β· β 510) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
GraphGym (π₯ 16 Β· β 1K) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT
OpenKE (π₯ 15 Β· β 3K Β· π€ ) - An Open-Source Package for Knowledge Embedding (KE). MIT
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GitHub (
π¨βπ» 10 Β·π 870 Β·π 410 - 16% open Β·β±οΈ 06.04.2021):git clone https://github.com/thunlp/OpenKE
Show 14 hidden projects...
- igraph (
π₯ 31 Β·β 960) - Python interface for igraph.βοΈGPL-2.0 - pygal (
π₯ 29 Β·β 2.5K) - PYthon svg GrAph plotting Library.βοΈLGPL-3.0 - Karate Club (
π₯ 23 Β·β 1.6K) - Karate Club: An API Oriented Open-source Python Framework for..βοΈGPL-3.0 - DeepWalk (
π₯ 21 Β·β 2.4K Β·π ) - DeepWalk - Deep Learning for Graphs.βοΈGPL-3.0 - DIG (
π₯ 21 Β·β 1.1K) - A library for graph deep learning research.βοΈGPL-3.0 - graph-nets (
π₯ 20 Β·β 5.1K Β·π ) - Build Graph Nets in Tensorflow.Apache-2 - pyRDF2Vec (
π₯ 18 Β·β 140) - Python Implementation and Extension of RDF2Vec.MIT - DeepGraph (
π₯ 17 Β·β 250 Β·π€ ) - Analyze Data with Pandas-based Networks. Documentation:.BSD-3 - GraphEmbedding (
π₯ 16 Β·β 2.7K Β·π ) - Implementation and experiments of graph embedding..MIT - Sematch (
π₯ 16 Β·β 380 Β·π ) - semantic similarity framework for knowledge graph.Apache-2 - Euler (
π₯ 15 Β·β 2.8K Β·π ) - A distributed graph deep learning framework.Apache-2 - GraphSAGE (
π₯ 15 Β·β 2.7K Β·π ) - Representation learning on large graphs using stochastic..MIT - OpenNE (
π₯ 15 Β·β 1.6K Β·π ) - An Open-Source Package for Network Embedding (NE).MIT - GraphVite (
π₯ 12 Β·β 1K Β·π ) - GraphVite: A General and High-performance Graph Embedding System.Apache-2
Audio Data
Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.
DeepSpeech (π₯ 34 Β· β 19K Β· π ) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
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GitHub (
π¨βπ» 160 Β·π 3.4K Β·π₯ 830K Β·π¦ 720 Β·π 2.1K - 5% open Β·β±οΈ 17.11.2021):git clone https://github.com/mozilla/DeepSpeech -
PyPi (
π₯ 11K / month Β·π¦ 35 Β·β±οΈ 19.12.2020):pip install deepspeech -
Conda (
π₯ 450 Β·β±οΈ 29.07.2021):conda install -c conda-forge deepspeech
torchaudio (π₯ 33 Β· β 1.7K) - Data manipulation and transformation for audio signal.. BSD-2
Pydub (π₯ 32 Β· β 6.1K Β· π€ ) - Manipulate audio with a simple and easy high level interface. MIT
speechbrain (π₯ 32 Β· β 4K Β· π ) - A PyTorch-based Speech Toolkit. Apache-2
SpeechRecognition (π₯ 31 Β· β 6.2K) - Speech recognition module for Python, supporting several.. BSD-3
-
GitHub (
π¨βπ» 43 Β·π 2K Β·π 520 - 45% open Β·β±οΈ 27.03.2022):git clone https://github.com/Uberi/speech_recognition -
PyPi (
π₯ 260K / month Β·π¦ 700 Β·β±οΈ 05.12.2017):pip install SpeechRecognition -
Conda (
π₯ 130K Β·β±οΈ 13.12.2021):conda install -c conda-forge speechrecognition
pyAudioAnalysis (π₯ 30 Β· β 4.7K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
tinytag (π₯ 28 Β· β 520) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4, M4A,.. MIT
audioread (π₯ 28 Β· β 400) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT
audiomentations (π₯ 25 Β· β 950) - A Python library for audio data augmentation. Inspired by.. MIT
python-soundfile (π₯ 24 Β· β 440) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
Show 8 hidden projects...
- aubio (
π₯ 28 Β·β 2.7K) - a library for audio and music analysis.βοΈGPL-3.0 - Essentia (
π₯ 28 Β·β 2.1K) - C++ library for audio and music analysis, description and..βοΈAGPL-3.0 - python_speech_features (
π₯ 24 Β·β 2.1K Β·π ) - This library provides common speech features for ASR..MIT - TTS (
π₯ 22 Β·β 5.9K Β·π ) - Deep learning for Text to Speech (Discussion forum:..MPL-2.0 - Dejavu (
π₯ 22 Β·β 5.7K Β·π ) - Audio fingerprinting and recognition in Python.MIT - TimeSide (
π₯ 22 Β·β 320) - Scalable audio processing framework written in Python with a..βοΈAGPL-3.0 - Muda (
π₯ 18 Β·β 210 Β·π€ ) - A library for augmenting annotated audio data.ISC - Julius (
π₯ 17 Β·β 260) - Fast PyTorch based DSP for audio and 1D signals.MIT
Geospatial Data
Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.
pydeck (π₯ 42 Β· β 9.8K) - WebGL2 powered visualization framework. MIT
-
GitHub (
π¨βπ» 190 Β·π 1.8K Β·π¦ 4K Β·π 2.4K - 6% open Β·β±οΈ 29.04.2022):git clone https://github.com/visgl/deck.gl -
PyPi (
π₯ 980K / month Β·π¦ 22 Β·β±οΈ 25.10.2021):pip install pydeck -
Conda (
π₯ 91K Β·β±οΈ 26.10.2021):conda install -c conda-forge pydeck -
npm (
π₯ 290K / month Β·π¦ 380 Β·β±οΈ 22.04.2022):npm install deck.gl
Shapely (π₯ 36 Β· β 2.8K) - Manipulation and analysis of geometric objects. BSD-3
-
GitHub (
π¨βπ» 130 Β·π 450 Β·π₯ 29 Β·π¦ 29K Β·π 860 - 18% open Β·β±οΈ 28.04.2022):git clone https://github.com/shapely/shapely -
PyPi (
π₯ 7M / month Β·π¦ 3.7K Β·β±οΈ 18.02.2022):pip install shapely -
Conda (
π₯ 3.5M Β·β±οΈ 22.04.2022):conda install -c conda-forge shapely
Rasterio (π₯ 36 Β· β 1.7K) - Rasterio reads and writes geospatial raster datasets. BSD-3
-
GitHub (
π¨βπ» 130 Β·π 460 Β·π₯ 760 Β·π¦ 4.8K Β·π 1.5K - 9% open Β·β±οΈ 24.04.2022):git clone https://github.com/rasterio/rasterio -
PyPi (
π₯ 750K / month Β·π¦ 760 Β·β±οΈ 21.04.2022):pip install rasterio -
Conda (
π₯ 1.5M Β·β±οΈ 11.03.2022):conda install -c conda-forge rasterio
folium (π₯ 35 Β· β 5.7K) - Python Data. Leaflet.js Maps. MIT
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GitHub (
π¨βπ» 130 Β·π 2K Β·π¦ 16K Β·π 920 - 22% open Β·β±οΈ 08.01.2022):git clone https://github.com/python-visualization/folium -
PyPi (
π₯ 1M / month Β·π¦ 630 Β·β±οΈ 19.11.2021):pip install folium -
Conda (
π₯ 710K Β·β±οΈ 03.12.2021):conda install -c conda-forge folium
GeoPandas (π₯ 35 Β· β 3.1K) - Python tools for geographic data. BSD-3
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GitHub (
π¨βπ» 170 Β·π 680 Β·π₯ 1.5K Β·π¦ 13K Β·π 1.3K - 30% open Β·β±οΈ 28.04.2022):git clone https://github.com/geopandas/geopandas -
PyPi (
π₯ 2.4M / month Β·π¦ 1.1K Β·β±οΈ 16.10.2021):pip install geopandas -
Conda (
π₯ 1.5M Β·β±οΈ 01.12.2021):conda install -c conda-forge geopandas
pyproj (π₯ 35 Β· β 750) - Python interface to PROJ (cartographic projections and coordinate.. MIT
ipyleaflet (π₯ 33 Β· β 1.2K) - A Jupyter - Leaflet.js bridge. MIT
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GitHub (
π¨βπ» 77 Β·π 330 Β·π¦ 1.6K Β·π 490 - 38% open Β·β±οΈ 22.04.2022):git clone https://github.com/jupyter-widgets/ipyleaflet -
PyPi (
π₯ 94K / month Β·π¦ 110 Β·β±οΈ 14.04.2022):pip install ipyleaflet -
Conda (
π₯ 810K Β·β±οΈ 14.04.2022):conda install -c conda-forge ipyleaflet -
npm (
π₯ 48K / month Β·π¦ 2 Β·β±οΈ 14.04.2022):npm install jupyter-leaflet
ArcGIS API (π₯ 29 Β· β 1.3K) - Documentation and samples for ArcGIS API for Python. Apache-2
-
GitHub (
π¨βπ» 78 Β·π 880 Β·π₯ 3K Β·π 500 - 24% open Β·β±οΈ 27.04.2022):git clone https://github.com/Esri/arcgis-python-api -
PyPi (
π₯ 49K / month Β·π¦ 22 Β·β±οΈ 03.02.2022):pip install arcgis -
Docker Hub (
π₯ 6.9K Β·β 33 Β·β±οΈ 04.02.2022):docker pull esridocker/arcgis-api-python-notebook
EarthPy (π₯ 26 Β· β 350) - A package built to support working with spatial data using open source.. BSD-3
Mapbox GL (π₯ 23 Β· β 610 Β· π€ ) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
Show 7 hidden projects...
- Geocoder (
π₯ 32 Β·β 1.4K Β·π ) - Python Geocoder.MIT - Satpy (
π₯ 30 Β·β 820) - Python package for earth-observing satellite data processing.βοΈGPL-3.0 - Sentinelsat (
π₯ 27 Β·β 740) - Search and download Copernicus Sentinel satellite images.βοΈGPL-3.0 - gmaps (
π₯ 24 Β·β 740 Β·π ) - Google maps for Jupyter notebooks.BSD-3 - pymap3d (
π₯ 22 Β·β 240) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef..BSD-2 - geoplotlib (
π₯ 21 Β·β 960 Β·π ) - python toolbox for visualizing geographical data and making maps.MIT - prettymaps (
π₯ 17 Β·β 8K) - A small set of Python functions to draw pretty maps from..βοΈAGPL-3.0
Financial Data
Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.
Qlib (π₯ 32 Β· β 8.4K) - Qlib is an AI-oriented quantitative investment platform, which aims to.. MIT
TensorTrade (π₯ 27 Β· β 3.8K) - An open source reinforcement learning framework for training,.. Apache-2
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GitHub (
π¨βπ» 61 Β·π 870 Β·π¦ 34 Β·π 230 - 14% open Β·β±οΈ 02.03.2022):git clone https://github.com/tensortrade-org/tensortrade -
PyPi (
π₯ 510 / month Β·π¦ 1 Β·β±οΈ 10.05.2021):pip install tensortrade -
Conda (
π₯ 1K Β·β±οΈ 10.05.2021):conda install -c conda-forge tensortrade
Alpha Vantage (π₯ 27 Β· β 3.6K Β· π€ ) - A python wrapper for Alpha Vantage API for financial data. MIT
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GitHub (
π¨βπ» 39 Β·π 640 Β·π 260 - 5% open Β·β±οΈ 14.06.2021):git clone https://github.com/RomelTorres/alpha_vantage -
PyPi (
π₯ 28K / month Β·π¦ 100 Β·β±οΈ 26.08.2018):pip install alpha_vantage -
Conda (
π₯ 1.1K Β·β±οΈ 14.01.2021):conda install -c conda-forge alpha_vantage
Enigma Catalyst (π₯ 25 Β· β 2.3K Β· π€ ) - An Algorithmic Trading Library for Crypto-Assets in.. Apache-2
stockstats (π₯ 24 Β· β 990) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
Crypto Signals (π₯ 22 Β· β 4K Β· π€ ) - Github.com/CryptoSignal - #1 Quant Trading & Technical.. MIT
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GitHub (
π¨βπ» 28 Β·π 1K Β·π 260 - 20% open Β·β±οΈ 28.06.2021):git clone https://github.com/CryptoSignal/crypto-signal -
Docker Hub (
π₯ 140K Β·β 7 Β·β±οΈ 03.09.2020):docker pull shadowreaver/crypto-signal
tf-quant-finance (π₯ 22 Β· β 3.1K) - High-performance TensorFlow library for quantitative.. Apache-2
finmarketpy (π₯ 19 Β· β 2.9K) - Python library for backtesting trading strategies & analyzing.. Apache-2
Show 12 hidden projects...
- zipline (
π₯ 32 Β·β 15K Β·π ) - Zipline, a Pythonic Algorithmic Trading Library.Apache-2 - backtrader (
π₯ 29 Β·β 8.6K Β·π€ ) - Python Backtesting library for trading strategies.βοΈGPL-3.0 - pyfolio (
π₯ 29 Β·β 4.4K Β·π ) - Portfolio and risk analytics in Python.Apache-2 - arch (
π₯ 29 Β·β 900) - ARCH models in Python.βοΈNCSA - Alphalens (
π₯ 26 Β·β 2.3K Β·π ) - Performance analysis of predictive (alpha) stock factors.Apache-2 - empyrical (
π₯ 26 Β·β 910 Β·π ) - Common financial risk and performance metrics. Used by zipline..Apache-2 - PyAlgoTrade (
π₯ 25 Β·β 3.7K Β·π ) - Python Algorithmic Trading Library.Apache-2 - FinTA (
π₯ 23 Β·β 1.5K) - Common financial technical indicators implemented in Pandas.βοΈLGPL-3.0 - Backtesting.py (
π₯ 19 Β·β 2.4K) - Backtest trading strategies in Python.βοΈAGPL-3.0 - FinQuant (
π₯ 18 Β·β 760 Β·π ) - A program for financial portfolio management, analysis and..MIT - surpriver (
π₯ 12 Β·β 1.4K Β·π ) - Find big moving stocks before they move using machine..βοΈGPL-3.0 - pyrtfolio (
π₯ 7 Β·β 110 Β·π ) - Python package to generate stock portfolios.βοΈGPL-3.0
Time Series Data
Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.
sktime (π₯ 35 Β· β 5.3K) - A unified framework for machine learning with time series. BSD-3
-
GitHub (
π¨βπ» 170 Β·π 830 Β·π₯ 72 Β·π¦ 420 Β·π 1.1K - 33% open Β·β±οΈ 29.04.2022):git clone https://github.com/alan-turing-institute/sktime -
PyPi (
π₯ 120K / month Β·π¦ 23 Β·β±οΈ 11.04.2022):pip install sktime -
Conda (
π₯ 3.1K Β·β±οΈ 12.04.2022):conda install -c conda-forge sktime-all-extras
Prophet (π₯ 33 Β· β 14K) - Tool for producing high quality forecasts for time series data that has.. MIT
pmdarima (π₯ 32 Β· β 1.2K) - A statistical library designed to fill the void in Pythons time series.. MIT
Darts (π₯ 29 Β· β 4K) - A python library for easy manipulation and forecasting of time series. Apache-2
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GitHub (
π¨βπ» 51 Β·π 400 Β·π¦ 53 Β·π 430 - 35% open Β·β±οΈ 23.04.2022):git clone https://github.com/unit8co/darts -
PyPi (
π₯ 6.6K / month Β·π¦ 2 Β·β±οΈ 13.04.2022):pip install u8darts -
Conda (
π₯ 3.4K Β·β±οΈ 14.04.2022):conda install -c conda-forge u8darts-all -
Docker Hub (
π₯ 330 Β·β±οΈ 13.04.2022):docker pull unit8/darts
STUMPY (π₯ 29 Β· β 2.3K) - STUMPY is a powerful and scalable Python library for modern time series.. BSD-3
pytorch-forecasting (π₯ 29 Β· β 1.9K) - Time series forecasting with PyTorch. MIT
-
GitHub (
π¨βπ» 29 Β·π 300 Β·π 450 - 45% open Β·β±οΈ 27.04.2022):git clone https://github.com/jdb78/pytorch-forecasting -
PyPi (
π₯ 53K / month Β·π¦ 4 Β·β±οΈ 24.03.2022):pip install pytorch-forecasting -
Conda (
π₯ 18K Β·β±οΈ 24.03.2022):conda install -c conda-forge pytorch-forecasting
StatsForecast (π₯ 22 Β· β 530 Β· π£ ) - Lightning fast forecasting with statistical and econometric.. MIT
Auto TS (π₯ 19 Β· β 420) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
Show 9 hidden projects...
- PyFlux (
π₯ 24 Β·β 2K Β·π ) - Open source time series library for Python.BSD-3 - luminol (
π₯ 21 Β·β 1K Β·π ) - Anomaly Detection and Correlation library.Apache-2 - NeuralForecast (
π₯ 21 Β·β 540 Β·β ) - Scalable and user friendly neural forecasting..βοΈGPL-3.0 - seglearn (
π₯ 21 Β·β 510 Β·π ) - Python module for machine learning time series:.BSD-3 - tick (
π₯ 21 Β·β 380 Β·π ) - Module for statistical learning, with a particular emphasis on time-..BSD-3 - pydlm (
π₯ 20 Β·β 420 Β·π ) - A python library for Bayesian time series modeling.BSD-3 - ADTK (
π₯ 19 Β·β 810 Β·π ) - A Python toolkit for rule-based/unsupervised anomaly detection in time..MPL-2.0 - matrixprofile-ts (
π₯ 19 Β·β 680 Β·π ) - A Python library for detecting patterns and anomalies..Apache-2 - tsaug (
π₯ 14 Β·β 240 Β·π ) - A Python package for time series augmentation.Apache-2
Medical Data
Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.