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The Top 23 Machine Learning Data Science Open Source Projects

Open source projects categorized as Machine Learning Data Science
Categories > Data Processing > Data Science
Categories > Machine Learning > Machine Learning
Keras ⭐ 59,381
Deep Learning for humans
dependent packages 578total releases 80most recent commit 15 hours agopypi keras} Downloads
Scikit Learn ⭐ 55,898
scikit-learn: machine learning in Python
dependent packages 9,755total releases 71most recent commit 11 hours agopypi scikit-learn} Downloads
Ml For Beginners ⭐ 53,589
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 2 days ago
Made With Ml ⭐ 34,164
Learn how to design, develop, deploy and iterate on production-grade ML applications.
total releases 5most recent commit 3 days ago
Ray ⭐ 27,713
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 298total releases 87most recent commit 13 hours agopypi ray} Downloads
Streamlit ⭐ 27,241
Streamlit — A faster way to build and share data apps.
dependent packages 898total releases 204most recent commit 11 hours agopypi streamlit} Downloads
Spacy ⭐ 27,153
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,198total releases 222most recent commit 14 hours agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 25,242
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 3 months ago
Applied Ml ⭐ 24,714
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 14 days ago
Lightning ⭐ 24,663
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 620total releases 253most recent commit 10 hours agopypi pytorch-lightning} Downloads
Ai Expert Roadmap ⭐ 24,033
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 7 months ago
Ml From Scratch ⭐ 22,151
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 a year ago
Gradio ⭐ 22,072
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 124total releases 479most recent commit 9 hours agopypi gradio} Downloads
Awesome Datascience ⭐ 21,822
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 7 days ago
Dash ⭐ 19,331
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 544total releases 168most recent commit 11 days agopypi dash} Downloads
Fastbook ⭐ 19,230
The fastai book, published as Jupyter Notebooks
dependent packages 1total releases 27most recent commit 3 days agopypi fastbook} Downloads
D2l En ⭐ 18,967
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 21 days ago
Recommenders ⭐ 16,345
Best Practices on Recommendation Systems
most recent commit 2 days ago
Gensim ⭐ 14,613
Topic Modelling for Humans
dependent packages 714total releases 92most recent commit 21 days agopypi gensim} Downloads
Best Of Ml Python ⭐ 14,459
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit a day ago
Awesome Pytorch List ⭐ 14,103
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 4 months ago
Virgilio ⭐ 13,456
Your new Mentor for Data Science E-Learning.
most recent commit a year ago
Nni ⭐ 13,257
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 26total releases 54most recent commit 8 days agopypi nni} Downloads
The 10 Most Depended On Machine Learning Data Science Open Source Projects
Scikit Learn ⭐ 55,898
scikit-learn: machine learning in Python
dependent packages 9,755total releases 71latest release June 30, 2023most recent commit 11 hours agopypi scikit-learn} Downloads
Spacy ⭐ 27,153
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,198total releases 222latest release July 07, 2023most recent commit 14 hours agopypi spacy} Downloads
Streamlit ⭐ 27,241
Streamlit — A faster way to build and share data apps.
dependent packages 898total releases 204latest release July 20, 2023most recent commit 11 hours agopypi streamlit} Downloads
Gensim ⭐ 14,613
Topic Modelling for Humans
dependent packages 714total releases 92latest release March 10, 2023most recent commit 21 days agopypi gensim} Downloads
Lightning ⭐ 24,663
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 620total releases 253latest release July 25, 2023most recent commit 10 hours agopypi pytorch-lightning} Downloads
Keras ⭐ 59,381
Deep Learning for humans
dependent packages 578total releases 80latest release June 27, 2023most recent commit 15 hours agopypi keras} Downloads
Dash ⭐ 19,331
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 544total releases 168latest release June 29, 2023most recent commit 11 days agopypi dash} Downloads
Wandb ⭐ 7,249
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 460total releases 259latest release August 01, 2023most recent commit 10 hours agopypi wandb} Downloads
Probability ⭐ 3,977
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 289total releases 48latest release August 04, 2023most recent commit 3 days agopypi tensorflow-probability} Downloads
The 10 Latest Releases In Machine Learning Data Science Open Source Projects
Polyaxon ⭐ 3,385
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 377latest release August 14, 2023most recent commit a day agopypi polyaxon} Downloads
Flyte ⭐ 3,783
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 1total releases 56latest release August 11, 2023most recent commit 10 hours ago
Evidently ⭐ 3,858
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 5total releases 80latest release August 10, 2023most recent commit 2 days agopypi evidently} Downloads
Fiftyone ⭐ 4,272
The open-source tool for building high-quality datasets and computer vision models
dependent packages 8total releases 127latest release August 08, 2023most recent commit a day agopypi fiftyone} Downloads
Autogluon ⭐ 6,223
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit a day agopypi autogluon.core} Downloads
Gluonts ⭐ 3,791
Probabilistic time series modeling in Python
dependent packages 12total releases 92latest release August 07, 2023most recent commit 3 days agopypi gluonts} Downloads
Darts ⭐ 6,345
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 11total releases 30latest release August 05, 2023most recent commit a day agopypi darts} Downloads
Probability ⭐ 3,977
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 289total releases 48latest release August 04, 2023most recent commit 3 days agopypi tensorflow-probability} Downloads
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