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The Top 3,437 Python Data Science Open Source Projects

Categories > Data Processing > Data Science
Keras ⭐ 57,172
Deep Learning for humans
dependent packages 330total releases 68most recent commit a day agopypi keras} Downloads
Scikit Learn ⭐ 52,713
scikit-learn: machine learning in Python
dependent packages 6,722total releases 64most recent commit a day agopypi scikit-learn} Downloads
Superset ⭐ 50,279
Apache Superset is a Data Visualization and Data Exploration Platform
dependent packages 2total releases 3most recent commit a day agonpm @superset-ui/switchboard} Downloads
Ml For Beginners ⭐ 43,903
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 2 days ago
Pandas ⭐ 36,693
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
dependent packages 22,710total releases 107most recent commit 19 hours agopypi pandas} Downloads
Made With Ml ⭐ 31,441
Learn how to responsibly develop, deploy and maintain production machine learning applications.
total releases 5most recent commit 3 months ago
Spacy ⭐ 25,101
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 842total releases 196most recent commit 3 days agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 23,924
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 4 months ago
Ray ⭐ 23,827
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 21 hours agopypi ray} Downloads
Streamlit ⭐ 22,338
Streamlit — The fastest way to build data apps in Python
dependent packages 404total releases 182most recent commit a day agopypi streamlit} Downloads
Ml From Scratch ⭐ 21,618
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit 3 months ago
Lightning ⭐ 21,331
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 389total releases 221most recent commit a day agopypi pytorch-lightning} Downloads
Dash ⭐ 17,993
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 413total releases 154most recent commit 3 days agopypi dash} Downloads
Data Science For Beginners ⭐ 17,082
10 Weeks, 20 Lessons, Data Science for All!
most recent commit 13 days ago
Matplotlib ⭐ 16,774
matplotlib: plotting with Python
dependent packages 15,508total releases 95most recent commit a day agopypi matplotlib} Downloads
Fastbook ⭐ 16,735
The fastai book, published as Jupyter Notebooks
total releases 26most recent commit a month ago
D2l En ⭐ 16,257
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 2 days ago
Ipython ⭐ 15,669
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
dependent packages 3,039total releases 152most recent commit a day agopypi ipython} Downloads
Recommenders ⭐ 14,807
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 19 days agopypi recommenders} Downloads
Gensim ⭐ 13,894
Topic Modelling for Humans
dependent packages 530total releases 90most recent commit 5 days agopypi gensim} Downloads
Awesome Pytorch List ⭐ 13,707
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 5 days ago
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 6 months ago
Best Of Ml Python ⭐ 12,528
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Nni ⭐ 12,425
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 51most recent commit 6 days agopypi nni} Downloads
Gradio ⭐ 12,094
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 21total releases 355most recent commit a day agopypi gradio} Downloads
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 5 months ago
Ds Cheatsheets ⭐ 11,535
List of Data Science Cheatsheets to rule the world
most recent commit 2 months ago
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 11,320
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit 23 days ago
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 67total releases 264most recent commit 2 months agopypi allennlp} Downloads
Prefect ⭐ 11,142
The easiest way to coordinate your dataflow
dependent packages 70total releases 162most recent commit a day agopypi prefect} Downloads
Dvc ⭐ 10,995
🦉Data Version Control | Git for Data & Models | ML Experiments Management
dependent packages 24total releases 376most recent commit 2 days agopypi dvc} Downloads
Seaborn ⭐ 10,279
Statistical data visualization in Python
dependent packages 3,017total releases 30most recent commit 3 days agopypi seaborn} Downloads
Pandas Profiling ⭐ 10,068
Create HTML profiling reports from pandas DataFrame objects
dependent packages 84total releases 30most recent commit 2 days agopypi pandas-profiling} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6most recent commit 2 years agopypi tflearn} Downloads
Tpot ⭐ 8,915
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 2 days agopypi TPOT} Downloads
Computervision Recipes ⭐ 8,817
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 4 days ago
Ludwig ⭐ 8,721
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit a day agopypi ludwig} Downloads
Mlcourse.ai ⭐ 8,564
Open Machine Learning Course
most recent commit 14 days ago
Modin ⭐ 8,293
Modin: Scale your Pandas workflows by changing a single line of code
dependent packages 17total releases 62most recent commit 2 days agopypi modin} Downloads
Statsmodels ⭐ 8,131
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,185total releases 30most recent commit 2 days agopypi statsmodels} Downloads
Great_expectations ⭐ 7,888
Always know what to expect from your data.
dependent packages 33total releases 179most recent commit a day agopypi great-expectations} Downloads
Vaex ⭐ 7,713
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
dependent packages 15total releases 94most recent commit 7 days agopypi vaex-core} Downloads
Data Science From Scratch ⭐ 7,250
code for Data Science From Scratch book
most recent commit 3 months ago
Machine_learning_examples ⭐ 7,144
A collection of machine learning examples and tutorials.
most recent commit a month ago
Python Small Examples ⭐ 7,135
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 5 months ago
Catboost ⭐ 6,901
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 5total releases 59most recent commit 2 days ago
Pycaret ⭐ 6,843
An open-source, low-code machine learning library in Python
dependent packages 13total releases 83most recent commit 21 hours agopypi pycaret} Downloads
Pyod ⭐ 6,649
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 31total releases 83most recent commit 9 days agopypi pyod} Downloads
Featuretools ⭐ 6,476
An open source python library for automated feature engineering
dependent packages 29total releases 89most recent commit 2 days agopypi featuretools} Downloads
Cookiecutter Data Science ⭐ 6,441
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
most recent commit a day ago
Dagster ⭐ 6,386
An orchestration platform for the development, production, and observation of data assets.
dependent packages 89total releases 495most recent commit a day agopypi dagster} Downloads
Metaflow ⭐ 6,348
🚀 Build and manage real-life data science projects with ease!
total releases 57most recent commit a day ago
Imbalanced Learn ⭐ 6,191
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 126total releases 29most recent commit a month agopypi imbalanced-learn} Downloads
H2o 3 ⭐ 6,121
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 232most recent commit a day ago
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 a year ago
Folium ⭐ 6,071
Python Data. Leaflet.js Maps.
dependent packages 178total releases 26most recent commit 6 days agopypi folium} Downloads
Sktime ⭐ 6,068
A unified framework for machine learning with time series
most recent commit 19 hours ago
Boltons ⭐ 6,035
🔩 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 150total releases 50most recent commit 9 days agopypi boltons} Downloads
Data Science Blogs ⭐ 6,026
A curated list of data science blogs
most recent commit 5 days 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
Akshare ⭐ 5,880
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 10total releases 1,593most recent commit a day agopypi akshare} Downloads
Data Scientist Roadmap ⭐ 5,698
Toturials coming with the "data science roadmap" picture.
most recent commit 2 months ago
Dowhy ⭐ 5,628
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 5total releases 9most recent commit a day agopypi dowhy} Downloads
Wandb ⭐ 5,368
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 232total releases 237most recent commit a day agopypi wandb} Downloads
Snorkel ⭐ 5,323
A system for quickly generating training data with weak supervision
dependent packages 8total releases 21most recent commit 3 months agopypi snorkel} Downloads
Darts ⭐ 5,313
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 7total releases 25most recent commit 2 days agopypi darts} Downloads
Cudf ⭐ 5,285
cuDF - GPU DataFrame Library
total releases 24most recent commit a day ago
Autogluon ⭐ 5,274
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit a day ago
Knowledge Repo ⭐ 5,260
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
total releases 30most recent commit a day ago
Deeplake ⭐ 5,189
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
dependent packages 1total releases 149most recent commit a day agopypi hub} Downloads
Ai Learn ⭐ 5,131
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 7 months ago
Cleanlab ⭐ 4,957
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 3total releases 18most recent commit 2 days agopypi cleanlab} 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
Serenata De Amor ⭐ 4,378
🕵 Artificial Intelligence for social control of public administration
most recent commit a year ago
Lux ⭐ 4,303
Automatically visualize your pandas dataframe via a single print! 📊 💡
total releases 18most recent commit 2 months ago
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit 2 years ago
Mlxtend ⭐ 4,186
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 60total releases 49most recent commit a month agopypi mlxtend} Downloads
River ⭐ 4,050
🌊 Online machine learning in Python
dependent packages 12total releases 11most recent commit 2 days agopypi river} Downloads
Orange3 ⭐ 3,918
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 40total releases 56most recent commit 2 days agopypi Orange3} Downloads
Feast ⭐ 3,918
Feature Store for Machine Learning
dependent packages 19total releases 103most recent commit a day agopypi feast} Downloads
Mimesis ⭐ 3,870
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 37most recent commit 2 days agopypi mimesis} Downloads
Dtale ⭐ 3,822
Visualizer for pandas data structures
dependent packages 12total releases 151most recent commit 2 days agopypi dtale} Downloads
Machine_learning_complete ⭐ 3,712
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit a month ago
Orchest ⭐ 3,680
Build data pipelines, the easy way 🛠️
total releases 14most recent commit 3 days ago
Datascience ⭐ 3,639
Curated list of Python resources for data science.
most recent commit 5 days ago
Fastpages ⭐ 3,435
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
most recent commit 3 months ago
Data Science ⭐ 3,403
Collection of useful data science topics along with articles, videos, and code
most recent commit 14 days ago
Datascienceresources ⭐ 3,382
Open Source Data Science Resources.
most recent commit a month ago
Gluonts ⭐ 3,308
Probabilistic time series modeling in Python
dependent packages 7total releases 58most recent commit 21 hours agopypi gluonts} Downloads
Aws Sdk Pandas ⭐ 3,299
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 34total releases 125most recent commit 3 days agopypi awswrangler} Downloads
Mage Ai ⭐ 3,256
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
total releases 9most recent commit 21 hours ago
Chartify ⭐ 3,245
Python library that makes it easy for data scientists to create charts.
total releases 16most recent commit a month ago
Data Science At The Command Line ⭐ 3,231
Data Science at the Command Line
most recent commit a year ago
Koalas ⭐ 3,228
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 2 months agopypi koalas} Downloads
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit a year 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 a year ago
Awesome Jupyter ⭐ 3,144
A curated list of awesome Jupyter projects, libraries and resources
most recent commit a day ago
Evidently ⭐ 3,105
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 60most recent commit 4 days agopypi evidently} Downloads
Pipelines ⭐ 3,088
Machine Learning Pipelines for Kubeflow
dependent packages 58total releases 98most recent commit 2 days agopypi kfp} Downloads
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
dependent packages 1total releases 14most recent commit 2 years agopypi tensorwatch} Downloads
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