Awesome Open Source
Awesome Open Source
Combined Topics
data-science x
python x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 4,037 Python Data Science Open Source Projects on Github

Categories > Data Processing > Data Science
Keras ⭐ 52,891
Deep Learning for humans
Scikit Learn ⭐ 47,604
scikit-learn: machine learning in Python
Superset ⭐ 40,928
Apache Superset is a Data Visualization and Data Exploration Platform
Madewithml ⭐ 28,968
Learn how to responsibly deliver value with ML.
Ml For Beginners ⭐ 22,955
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Spacy ⭐ 21,529
💫 Industrial-strength Natural Language Processing (NLP) in Python
Data Science Ipython Notebooks ⭐ 21,061
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.
Ray ⭐ 17,795
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.
Streamlit ⭐ 16,252
Streamlit — The fastest way to build data apps in Python
Pytorch Lightning ⭐ 15,708
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Dash ⭐ 15,272
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Ipython ⭐ 15,019
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Matplotlib ⭐ 14,379
matplotlib: plotting with Python
Fastbook ⭐ 13,649
The fastai book, published as Jupyter Notebooks
Virgilio ⭐ 13,164
Your new Mentor for Data Science E-Learning.
Gensim ⭐ 12,542
Topic Modelling for Humans
Awesome Pytorch List ⭐ 11,778
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Recommenders ⭐ 11,477
Best Practices on Recommendation Systems
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Dive Into Machine Learning ⭐ 10,747
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Allennlp ⭐ 10,555
An open-source NLP research library, built on PyTorch.
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Seaborn ⭐ 8,836
Statistical data visualization in Python
Dvc ⭐ 8,752
🦉Data Version Control | Git for Data & Models | ML Experiments Management
Openrefine ⭐ 8,409
OpenRefine is a free, open source power tool for working with messy data and improving it
Pandas Profiling ⭐ 8,113
Create HTML profiling reports from pandas DataFrame objects
Computervision Recipes ⭐ 8,107
Best Practices, code samples, and documentation for Computer Vision.
Tpot ⭐ 7,987
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Mlcourse.ai ⭐ 7,837
Open Machine Learning Course
Prefect ⭐ 7,575
The easiest way to automate your data
Ds Cheatsheets ⭐ 7,129
List of Data Science Cheatsheets to rule the world
Modin ⭐ 6,489
Modin: Speed up your Pandas workflows by changing a single line of code
Python Small Examples ⭐ 6,427
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
Machine_learning_examples ⭐ 6,344
A collection of machine learning examples and tutorials.
Catboost ⭐ 6,145
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.
Industry Machine Learning ⭐ 6,003
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Best Of Ml Python ⭐ 5,820
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Featuretools ⭐ 5,816
An open source python library for automated feature engineering
Data Science Blogs ⭐ 5,635
A curated list of data science blogs
Boltons ⭐ 5,613
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
H2o 3 ⭐ 5,576
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.
Great_expectations ⭐ 5,530
Always know what to expect from your data.
Imbalanced Learn ⭐ 5,517
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Cookiecutter Data Science ⭐ 5,049
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Pyod ⭐ 4,914
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Snorkel ⭐ 4,871
A system for quickly generating training data with weak supervision
Knowledge Repo ⭐ 4,863
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Metaflow ⭐ 4,781
🚀 Build and manage real-life data science projects with ease!
Sktime ⭐ 4,572
A unified framework for machine learning with time series
Serenata De Amor ⭐ 4,341
🕵 Artificial Intelligence for social control of public administration
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
Pycaret ⭐ 4,128
An open-source, low-code machine learning library in Python
Akshare ⭐ 4,125
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
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Dagster ⭐ 3,926
A data orchestrator for machine learning, analytics, and ETL.
Gradio ⭐ 3,763
Create UIs for your machine learning model in Python in 3 minutes
Autogluon ⭐ 3,701
AutoGluon: AutoML for Text, Image, and Tabular Data
Mlxtend ⭐ 3,659
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Hub ⭐ 3,592
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Data Science For Beginners ⭐ 3,405
10 Weeks, 20 Lessons, Data Science for All!
Mimesis ⭐ 3,376
Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages.
Dowhy ⭐ 3,283
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.
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
Data Science At The Command Line ⭐ 3,134
Data Science at the Command Line
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Chartify ⭐ 3,000
Python library that makes it easy for data scientists to create charts.
Koalas ⭐ 2,987
Koalas: pandas API on Apache Spark
Course Nlp ⭐ 2,967
A Code-First Introduction to NLP course
Orange3 ⭐ 2,965
🍊 📊 💡 Orange: Interactive data analysis
Igel ⭐ 2,939
a delightful machine learning tool that allows you to train, test, and use models without writing code
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Lux ⭐ 2,898
Python API for Intelligent Visual Data Discovery
Datascience ⭐ 2,834
Curated list of Python resources for data science.
Fastpages ⭐ 2,740
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
River ⭐ 2,634
🌊 Online machine learning in Python
Eli5 ⭐ 2,385
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Awesome Machine Learning Interpretability ⭐ 2,260
A curated list of awesome machine learning interpretability resources.
Ml Glossary ⭐ 2,257
Machine learning glossary
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Aws Data Wrangler ⭐ 2,231
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Stellargraph ⭐ 2,160
StellarGraph - Machine Learning on Graphs
Scikit Plot ⭐ 2,121
An intuitive library to add plotting functionality to scikit-learn objects.
Stumpy ⭐ 1,963
STUMPY is a powerful and scalable Python library for modern time series analysis
Pyfunctional ⭐ 1,887
Python library for creating data pipelines with chain functional programming
Handout ⭐ 1,880
Turn Python scripts into handouts with Markdown and figures
Lazynlp ⭐ 1,867
Library to scrape and clean web pages to create massive datasets.
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Awesome Community Detection ⭐ 1,801
A curated list of community detection research papers with implementations.
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.).
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
Flyte ⭐ 1,726
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.
Python Cheat Sheet ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
Lifelines ⭐ 1,695
Survival analysis in Python
Pbpython ⭐ 1,661
Code, Notebooks and Examples from Practical Business Python
1-100 of 4,037 projects

Related Projects

Python Python3 Projects (26,533)
Python Machine Learning Projects (14,523)
Python Deep Learning Projects (12,124)
Python Jupyter Notebook Projects (9,838)
Data Science Projects (8,384)
Python Tensorflow Projects (8,173)
Python Pytorch Projects (7,728)
Python Flask Projects (7,613)
Python Docker Projects (5,043)
Python Html Projects (4,677)
Python Neural Network Projects (4,136)
Python Nlp Projects (4,065)
Python Computer Vision Projects (3,997)
Machine Learning Data Science Projects (3,640)
Python Keras Projects (3,595)
Python Hacktoberfest Projects (3,391)
Jupyter Notebook Data Science Projects (3,302)
Python Linux Projects (2,714)
Python Pandas Projects (2,637)
Python Jupyter Notebook Machine Learning Projects (2,625)
Python Deep Learning Pytorch Projects (2,623)
Python Cli Projects (2,618)
Python Algorithms Projects (2,597)
Python Deep Learning Tensorflow Projects (2,555)
Python Numpy Projects (2,487)
Python Artificial Intelligence Projects (2,459)
Python Reinforcement Learning Projects (2,349)
Python Natural Language Processing Projects (2,334)
Python Java Projects (2,299)
Python Automation Projects (2,250)
Python Aws Projects (2,249)
Python Convolutional Neural Networks Projects (2,032)
Python Image Processing Projects (1,891)
Python C Projects (1,876)
Python Machine Learning Tensorflow Projects (1,809)
Python Machine Learning Data Science Projects (1,804)
Python Deep Learning Neural Network Projects (1,716)
Python Ai Projects (1,700)
Jupyter Notebook Machine Learning Data Science Projects (1,657)
Python Deep Learning Computer Vision Projects (1,623)
Python Machine Learning Neural Network Projects (1,611)
Python Tensorflow Keras Projects (1,596)
Python Matplotlib Projects (1,563)
Python Data Analysis Projects (1,539)
Python Deep Neural Networks Projects (1,490)
Python Json Projects (1,452)
Python Object Detection Projects (1,441)
Python Deep Learning Keras Projects (1,393)
Python Dataset Projects (1,358)
Python Jupyter Notebook Data Science Projects (1,353)
Python Scikit Learn Projects (1,342)
Python Reactjs Projects (1,335)
Python Python2 Projects (1,315)
Python Data Visualization Projects (1,311)
Python Tutorial Projects (1,262)
Python Jupyter Notebook Deep Learning Projects (1,224)
Python Sql Projects (1,199)
Python Python3 Machine Learning Projects (1,165)
Python Machine Learning Pytorch Projects (1,153)
Python Data Projects (1,153)
Python Data Structures Projects (1,139)
Python Bioinformatics Projects (1,117)
Python Machine Learning Artificial Intelligence Projects (1,092)
Python Jupyter Notebook Pandas Projects (1,074)
Python Git Projects (1,073)
Python Machine Learning Algorithms Projects (1,042)
Python Kubernetes Projects (1,035)
Deep Learning Data Science Projects (1,030)
Python Jupyter Projects (988)
R Data Science Projects (979)
Python Machine Learning Computer Vision Projects (975)
Python R Projects (964)
Python Open Source Projects (955)
Python Tensorflow Neural Network Projects (941)
Python Statistics Projects (937)
Python Machine Learning Nlp Projects (883)
Python Machine Learning Keras Projects (854)
Python Machine Learning Scikit Learn Projects (854)
Python Image Classification Projects (830)
Python Testing Projects (820)
Python Data Mining Projects (817)
Python Pandas Numpy Projects (799)
Python Bash Projects (798)
Python3 Data Science Projects (796)
Python Deep Learning Artificial Intelligence Projects (768)
Python Jupyter Notebook Tensorflow Projects (747)
Python Nlp Natural Language Processing Projects (719)
Python Optimization Projects (717)
Python Machine Learning Natural Language Processing Projects (703)
Python Webapp Projects (699)
Python Ml Projects (661)
Data Science Visualization Projects (268)
Data Science Analysis Projects (117)
Python Machine Learning Deep Projects (15)
Python Machine Learning Deep Tensorflow Projects (5)
Machine Learning Deep Data Science Projects (3)
Python Machine Learning Deep Neural Network Projects (3)
Python Machine Learning Deep Pytorch Projects (2)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021