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The Top 3,139 Python Data Science Open Source Projects

Categories > Data Processing > Data Science
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 13 hours agopypi Keras} Downloads
Scikit Learn ⭐ 50,084
scikit-learn: machine learning in Python
dependent packages 6,354total releases 62most recent commit 10 hours agopypi scikit-learn} Downloads
Superset ⭐ 46,217
Apache Superset is a Data Visualization and Data Exploration Platform
total releases 59most recent commit 10 hours ago
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 10 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
Matplotlib ⭐ 15,500
matplotlib: plotting with Python
dependent packages 14,707total releases 91most recent commit 10 hours agopypi matplotlib} Downloads
Ipython ⭐ 15,346
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
dependent packages 2,869total releases 149most recent commit 4 days agopypi ipython} 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
Allennlp ⭐ 10,980
An open-source NLP research library, built on PyTorch.
dependent packages 61total releases 263most recent commit 10 days agopypi allennlp} Downloads
Data Science For Beginners ⭐ 10,607
10 Weeks, 20 Lessons, Data Science for All!
most recent commit 16 days ago
Ds Cheatsheets ⭐ 9,984
List of Data Science Cheatsheets to rule the world
most recent commit 2 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
Seaborn ⭐ 9,422
Statistical data visualization in Python
dependent packages 51total releases 9most recent commit a day ago
Prefect ⭐ 9,071
The easiest way to automate your data
dependent packages 60total releases 130most recent commit a day agopypi prefect} Downloads
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
Statsmodels ⭐ 7,376
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,185total releases 30most recent commit a day agopypi statsmodels} Downloads
Modin ⭐ 7,375
Modin: Speed up your Pandas workflows by changing a single line of code
dependent packages 17total releases 53most recent commit 2 days agopypi modin} Downloads
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
Great_expectations ⭐ 6,600
Always know what to expect from your data.
dependent packages 29total releases 159most recent commit 10 hours agopypi great-expectations} Downloads
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 14 hours ago
Featuretools ⭐ 6,170
An open source python library for automated feature engineering
dependent packages 28total releases 80most recent commit 10 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
Data Science From Scratch ⭐ 5,953
code for Data Science From Scratch book
most recent commit a year 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 19 hours ago
Boltons ⭐ 5,767
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
dependent packages 134total releases 50most recent commit 20 days agopypi boltons} Downloads
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 19 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
Knowledge Repo ⭐ 5,084
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
total releases 30most recent commit 9 days ago
Akshare ⭐ 4,932
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
dependent packages 9total releases 1,445most recent commit 16 hours agopypi akshare} 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
Cudf ⭐ 4,762
cuDF - GPU DataFrame Library
total releases 22most recent commit 10 hours ago
Dagster ⭐ 4,732
An orchestration platform for the development, production, and observation of data assets.
dependent packages 85total releases 450most recent commit 10 hours agopypi dagster} Downloads
Data Scientist Roadmap ⭐ 4,544
Toturials coming with the "data science roadmap" picture.
most recent commit 6 months 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 14 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
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit a year 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 20 hours agopypi wandb} Downloads
Lux ⭐ 3,841
Automatically visualize your pandas dataframe via a single print! 📊 💡
total releases 18most recent commit 17 days ago
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
Mimesis ⭐ 3,597
Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages.
dependent packages 19total releases 32most recent commit 8 days agopypi mimesis} 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 12 hours agopypi cleanlab} Downloads
Dtale ⭐ 3,391
Visualizer for pandas data structures
dependent packages 12total releases 146most recent commit 12 days agopypi dtale} 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
Data Science At The Command Line ⭐ 3,231
Data Science at the Command Line
most recent commit 3 months ago
Feast ⭐ 3,191
Feature Store for Machine Learning
dependent packages 17total releases 87most recent commit 11 hours agopypi feast} Downloads
Fastpages ⭐ 3,188
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
most recent commit 5 days ago
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 14 hours agopypi polyaxon} Downloads
Chartify ⭐ 3,084
Python library that makes it easy for data scientists to create charts.
total releases 16most recent commit 4 months ago
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
Koalas ⭐ 2,999
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 7 months agopypi koalas} 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 10 hours ago
Pipelines ⭐ 2,831
Machine Learning Pipelines for Kubeflow
dependent packages 53total releases 89most recent commit 10 hours agopypi kfp} Downloads
Aws Data Wrangler ⭐ 2,799
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
dependent packages 28total releases 119most recent commit 10 hours agopypi awswrangler} Downloads
Awesome Jupyter ⭐ 2,703
A curated list of awesome Jupyter projects, libraries and resources
most recent commit 14 days ago
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
Datascienceresources ⭐ 2,533
Open Source Data Science Resources.
most recent commit 7 months 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
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