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The Top 1,481 Python Machine Learning Data Science Open Source Projects

Categories > Data Processing > Data Science
Categories > Machine Learning > Machine Learning
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 14 hours agopypi Keras} Downloads
Scikit Learn ⭐ 50,084
scikit-learn: machine learning in Python
dependent packages 6,354total releases 62most recent commit 11 hours agopypi scikit-learn} Downloads
Ml For Beginners ⭐ 35,884
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 7 days ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 6 days ago
Spacy ⭐ 23,368
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 794total releases 194most recent commit 2 days agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 2 months ago
Ray ⭐ 20,489
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
dependent packages 189total releases 71most recent commit 11 hours agopypi ray} Downloads
Streamlit ⭐ 19,000
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit 21 hours agopypi streamlit} Downloads
Pytorch Lightning ⭐ 18,453
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
dependent packages 352total releases 209most recent commit 12 hours agopypi pytorch-lightning} Downloads
Dash ⭐ 16,438
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 395total releases 149most recent commit 7 days agopypi dash} Downloads
Fastbook ⭐ 14,903
The fastai book, published as Jupyter Notebooks
total releases 23most recent commit 15 days ago
D2l En ⭐ 13,427
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit a day ago
Virgilio ⭐ 13,282
Your new Mentor for Data Science E-Learning.
most recent commit 14 days ago
Gensim ⭐ 13,146
Topic Modelling for Humans
dependent packages 507total releases 90most recent commit 14 days agopypi gensim} Downloads
Recommenders ⭐ 13,132
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 6 days agopypi recommenders} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 22 days ago
Nni ⭐ 11,483
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit 11 hours agopypi nni} Downloads
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 10 months ago
Dvc ⭐ 9,719
🦉Data Version Control | Git for Data & Models | ML Experiments Management
dependent packages 24total releases 349most recent commit 12 hours agopypi dvc} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit a year agopypi tflearn} Downloads
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Pandas Profiling ⭐ 8,949
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 2 days agopypi pandas-profiling} Downloads
Tpot ⭐ 8,485
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 3 months agopypi TPOT} Downloads
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Ludwig ⭐ 8,279
Data-centric declarative deep learning framework
dependent packages 3total releases 23most recent commit 2 days agopypi ludwig} Downloads
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 2 months ago
Gradio ⭐ 7,009
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 17total releases 263most recent commit a day agopypi gradio} Downloads
Python Small Examples ⭐ 6,908
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
total releases 7most recent commit 2 months ago
Machine_learning_examples ⭐ 6,624
A collection of machine learning examples and tutorials.
most recent commit 2 months ago
Catboost ⭐ 6,520
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 4total releases 58most recent commit 15 hours ago
Featuretools ⭐ 6,170
An open source python library for automated feature engineering
dependent packages 28total releases 80most recent commit 11 hours agopypi featuretools} Downloads
Industry Machine Learning ⭐ 6,077
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
most recent commit 5 months ago
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
Imbalanced Learn ⭐ 5,850
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 103total releases 28most recent commit 3 days agopypi imbalanced-learn} Downloads
Data Science Blogs ⭐ 5,846
A curated list of data science blogs
most recent commit 2 months ago
H2o 3 ⭐ 5,821
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 226most recent commit 20 hours ago
Pyod ⭐ 5,623
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 29total releases 79most recent commit 7 days agopypi pyod} Downloads
Metaflow ⭐ 5,613
🚀 Build and manage real-life data science projects with ease!
total releases 45most recent commit 6 days ago
Pycaret ⭐ 5,609
An open-source, low-code machine learning library in Python
dependent packages 12total releases 79most recent commit 12 days agopypi pycaret} Downloads
Cookiecutter Data Science ⭐ 5,568
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
most recent commit 2 months ago
Sktime ⭐ 5,331
A unified framework for machine learning with time series
dependent packages 23total releases 24most recent commit 20 hours agopypi sktime} Downloads
Snorkel ⭐ 5,119
A system for quickly generating training data with weak supervision
dependent packages 6total releases 20most recent commit 22 days agopypi snorkel} Downloads
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
most recent commit 2 years ago
Hub ⭐ 4,490
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 134most recent commit 15 hours agopypi hub} Downloads
Autogluon ⭐ 4,475
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 580most recent commit 3 days agopypi autogluon.core} Downloads
Serenata De Amor ⭐ 4,378
🕵 Artificial Intelligence for social control of public administration
most recent commit 3 months ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Mlxtend ⭐ 3,918
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 50total releases 47most recent commit 5 days agopypi mlxtend} Downloads
Client ⭐ 3,902
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 207total releases 222most recent commit 21 hours agopypi wandb} Downloads
Dowhy ⭐ 3,711
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
dependent packages 4total releases 8most recent commit 2 months agopypi dowhy} Downloads
Orange3 ⭐ 3,413
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 2 days agopypi Orange3} Downloads
Cleanlab ⭐ 3,411
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
dependent packages 2total releases 17most recent commit 13 hours agopypi cleanlab} Downloads
River ⭐ 3,368
🌊 Online machine learning in Python
dependent packages 5total releases 15most recent commit 2 days agopypi creme} Downloads
Datascience ⭐ 3,297
Curated list of Python resources for data science.
most recent commit 7 days ago
Feast ⭐ 3,191
Feature Store for Machine Learning
dependent packages 17total releases 87most recent commit 12 hours agopypi feast} Downloads
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit 9 months ago
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 4 months ago
Polyaxon ⭐ 3,086
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 15 hours agopypi polyaxon} Downloads
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
total releases 14most recent commit a year ago
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 9total releases 31most recent commit a year agopypi stable-baselines} Downloads
Course Nlp ⭐ 2,967
A Code-First Introduction to NLP course
most recent commit 7 months ago
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit 3 months ago
Orchest ⭐ 2,947
Build data pipelines, the easy way 🛠️
total releases 12most recent commit 11 hours ago
Pipelines ⭐ 2,831
Machine Learning Pipelines for Kubeflow
dependent packages 53total releases 89most recent commit 11 hours agopypi kfp} Downloads
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Python Is Cool ⭐ 2,468
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
most recent commit 2 years ago
Data Science ⭐ 2,446
Collection of useful data science topics along with code and articles
most recent commit a month ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 6 days ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit 4 months ago
Eli5 ⭐ 2,385
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit a year ago
Ploomber ⭐ 2,382
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 5total releases 87most recent commit 16 hours agopypi ploomber} Downloads
Ml Glossary ⭐ 2,366
Machine learning glossary
most recent commit 4 months ago
Evidently ⭐ 2,362
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 51most recent commit 13 hours agopypi evidently} Downloads
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 2 months agopypi stellargraph} Downloads
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Flyte ⭐ 2,262
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
total releases 17most recent commit 13 hours ago
Scikit Plot ⭐ 2,121
An intuitive library to add plotting functionality to scikit-learn objects.
dependent packages 13total releases 27most recent commit 9 months agopypi scikit-plot} Downloads
Dtreeviz ⭐ 2,083
A python library for decision tree visualization and model interpretation.
dependent packages 12total releases 29most recent commit 20 days agopypi dtreeviz} Downloads
Ffcv ⭐ 2,038
FFCV: Fast Forward Computer Vision (and other ML workloads!)
total releases 4most recent commit a month ago
Machine Learning ⭐ 1,997
🌎 machine learning tutorials (mainly in Python3)
most recent commit 8 days ago
Zenml ⭐ 1,981
ZenML 🙏: MLOps framework to create reproducible pipelines. https://zenml.io.
most recent commit 21 hours ago
Pytorch Forecasting ⭐ 1,962
Time series forecasting with PyTorch
dependent packages 4total releases 31most recent commit 18 hours agopypi pytorch-forecasting} Downloads
Awesome Community Detection ⭐ 1,938
A curated list of community detection research papers with implementations.
most recent commit 3 months ago
Vectorbt ⭐ 1,877
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 53most recent commit 17 days agopypi vectorbt} Downloads
Mljar Supervised ⭐ 1,866
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 76most recent commit a month agopypi mljar-supervised} Downloads
Flaml ⭐ 1,860
A fast library for AutoML and tuning.
dependent packages 3total releases 59most recent commit 13 hours agopypi FLAML} Downloads
Benchm Ml ⭐ 1,766
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
most recent commit 3 years ago
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 5total releases 31most recent commit 8 months agopypi sweetviz} Downloads
Blazingsql ⭐ 1,722
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
most recent commit 2 months ago
Determined ⭐ 1,701
Determined: Deep Learning Training Platform
dependent packages 1total releases 221most recent commit 11 hours ago
Codesearchnet ⭐ 1,548
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 4 months ago
Deepchecks ⭐ 1,498
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
total releases 31most recent commit 13 hours ago
An Introduction To Statistical Learning ⭐ 1,481
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
most recent commit a year ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 2total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 6 years ago
Fklearn ⭐ 1,393
fklearn: Functional Machine Learning
total releases 24most recent commit a month ago
Scikit Learn Tips ⭐ 1,393
🤖⚡️ 50 scikit-learn tips
most recent commit 7 months ago
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit a month ago
Causalnex ⭐ 1,358
A Python library that helps data scientists to infer causation rather than observing correlation.
dependent packages 2total releases 16most recent commit 6 months agopypi causalnex} Downloads
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 4 years ago
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