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The Top 738 Learning Data Science Open Source Projects

Categories > Data Processing > Data Science
Keras ⭐ 55,506
Deep Learning for humans
dependent packages 301total releases 65most recent commit 2 days agopypi keras} Downloads
Scikit Learn ⭐ 50,542
scikit-learn: machine learning in Python
dependent packages 6,404total releases 63most recent commit a day agopypi scikit-learn} 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 3 months ago
Ray ⭐ 21,034
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 194total releases 73most recent commit a day agopypi ray} Downloads
Ml From Scratch ⭐ 20,187
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
Applied Ml ⭐ 20,153
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit a day ago
Awesome Datascience ⭐ 18,929
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 5 days ago
D2l En ⭐ 13,806
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 ⭐ 13,296
Your new Mentor for Data Science E-Learning.
most recent commit 2 months ago
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit a year ago
Best Of Ml Python ⭐ 10,835
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 days ago
Ds Cheatsheets ⭐ 10,620
List of Data Science Cheatsheets to rule the world
most recent commit 18 days ago
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
most recent commit 2 years ago
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
Tpot ⭐ 8,604
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 11 days agopypi TPOT} Downloads
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Ludwig ⭐ 8,396
Data-centric declarative deep learning framework
dependent packages 3total releases 25most recent commit a day agopypi ludwig} Downloads
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 3 months ago
Awesome Mlops ⭐ 8,108
A curated list of references for MLOps
most recent commit 7 days ago
Machine Learning Systems Design ⭐ 7,082
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
most recent commit 4 days ago
Amazon Sagemaker Examples ⭐ 7,045
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 2 days ago
Machine_learning_examples ⭐ 6,788
A collection of machine learning examples and tutorials.
most recent commit 18 days 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 6 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 ⭐ 5,925
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 121total releases 29most recent commit 9 days agopypi imbalanced-learn} Downloads
H2o 3 ⭐ 5,861
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 227most recent commit a day ago
Pycaret ⭐ 5,856
An open-source, low-code machine learning library in Python
dependent packages 13total releases 81most recent commit 17 hours agopypi pycaret} Downloads
Data Science Blogs ⭐ 5,846
A curated list of data science blogs
most recent commit 3 months ago
Smile ⭐ 5,510
Statistical Machine Intelligence & Learning Engine
dependent packages 30total releases 30most recent commit a month ago
Machine Learning Roadmap ⭐ 5,378
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
most recent commit 5 months ago
Learning ⭐ 5,025
A log of things I'm learning
most recent commit a month ago
Autogluon ⭐ 4,583
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 11total releases 616most recent commit 15 hours agopypi autogluon.core} Downloads
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit a year ago
Stanford Cs 230 Deep Learning ⭐ 4,248
VIP cheatsheets for Stanford's CS 230 Deep Learning
most recent commit 2 years ago
Mlxtend ⭐ 3,967
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 56total releases 48most recent commit 18 days agopypi mlxtend} Downloads
River ⭐ 3,453
🌊 Online machine learning in Python
dependent packages 10total releases 8most recent commit 5 days agopypi river} Downloads
Machinelearningnotebooks ⭐ 3,300
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
most recent commit 6 days ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit 10 months ago
Polyaxon ⭐ 3,105
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 331most recent commit 9 days agopypi polyaxon} Downloads
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 5 months ago
Pipelines ⭐ 2,889
Machine Learning Pipelines for Kubeflow
dependent packages 56total releases 91most recent commit a day agopypi kfp} Downloads
Start Machine Learning ⭐ 2,748
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2022 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
most recent commit 23 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
Data Science ⭐ 2,596
Collection of useful data science topics along with code and articles
most recent commit 7 days ago
Awesome Computer Science Opportunities ⭐ 2,544
An awesome list of events and fellowship opportunities for Computer Science students
most recent commit 3 months ago
Datascienceresources ⭐ 2,533
Open Source Data Science Resources.
most recent commit 8 months ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit 6 months ago
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 3 months agopypi stellargraph} Downloads
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 6 months ago
Scikit Plot ⭐ 2,121
An intuitive library to add plotting functionality to scikit-learn objects.
dependent packages 13total releases 27most recent commit a year agopypi scikit-plot} Downloads
Awesome Roadmaps ⭐ 2,033
A curated list of roadmaps.
most recent commit 11 days ago
Machine Learning ⭐ 2,007
🌎 machine learning tutorials (mainly in Python3)
most recent commit 10 days ago
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 2 months agopypi mljar-supervised} Downloads
Free Data Science Books ⭐ 1,818
Free resources for learning data science
most recent commit 4 years ago
Determined ⭐ 1,739
Determined: Deep Learning Training Platform
dependent packages 1total releases 221most recent commit 2 days ago
Ml ⭐ 1,605
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 65most recent commit 22 days agopackagist rubix/ml} Downloads
Mlr ⭐ 1,576
Machine Learning in R
dependent packages 36total releases 22most recent commit 20 days ago
Papers Literature Ml Dl Rl Ai ⭐ 1,516
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
most recent commit 10 months ago
Data Science Question Answer ⭐ 1,511
A repo for data science related questions and answers
most recent commit 2 years ago
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
most recent commit 4 years 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
Mlj.jl ⭐ 1,412
A Julia machine learning framework
most recent commit 10 days ago
Awesome Mlops ⭐ 1,411
😎 A curated list of awesome MLOps tools
most recent commit 3 days ago
Fklearn ⭐ 1,393
fklearn: Functional Machine Learning
total releases 24most recent commit 2 months ago
Scikit Learn Tips ⭐ 1,393
🤖⚡️ 50 scikit-learn tips
most recent commit 8 months ago
Knet.jl ⭐ 1,336
Koç University deep learning framework.
most recent commit 4 months ago
Cracking The Data Science Interview ⭐ 1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
most recent commit 7 months ago
Mlbox ⭐ 1,282
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 5 months ago
Awesome Python Data Science ⭐ 1,270
Probably the best curated list of data science software in Python.
most recent commit 4 months ago
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
most recent commit a year ago
Vvedenie Mashinnoe Obuchenie ⭐ 1,187
📝 Подборка ресурсов по машинному обучению
most recent commit 3 years ago
Zero To Mastery Ml ⭐ 1,146
All course materials for the Zero to Mastery Machine Learning and Data Science course.
most recent commit 3 months ago
Datumbox Framework ⭐ 1,057
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
dependent packages 4total releases 4most recent commit 2 years ago
Awesome Google Colab ⭐ 1,055
Google Colaboratory Notebooks and Repositories (by @firmai)
most recent commit 4 months ago
Deeplearning Mindmap ⭐ 1,050
A mindmap summarising Deep Learning concepts.
most recent commit 3 years ago
Machine_learning_refined ⭐ 1,014
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
most recent commit 5 days ago
Freeml ⭐ 994
A List of Data Science/Machine Learning Resources (Mostly Free)
most recent commit a year ago
Yt Channels Ds Ai Ml Cs ⭐ 980
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
most recent commit 6 months ago
Ml Foundations ⭐ 970
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit a month ago
Machine Learning Open Source ⭐ 933
Monthly Series - Machine Learning Top 10 Open Source Projects
most recent commit 2 years ago
Around Dataengineering ⭐ 872
A Data Engineering & Machine Learning Knowledge Hub
most recent commit 20 days ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit a year ago
Deep_learning_and_the_game_of_go ⭐ 794
Code and other material for the book "Deep Learning and the Game of Go"
total releases 2most recent commit 4 months ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 2 months ago
Coursera ⭐ 746
Quiz & Assignment of Coursera
most recent commit 2 years ago
Tutorials ⭐ 736
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit 11 days ago
Numerical Computing Is Fun ⭐ 731
Learning numerical computing with notebooks for all ages.
most recent commit 3 years ago
Data Science Portfolio ⭐ 722
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
most recent commit 5 months ago
Learn Julia The Hard Way ⭐ 689
Learn Julia the hard way!
most recent commit a year ago
Tensor House ⭐ 684
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
most recent commit a month ago
Mlr3 ⭐ 664
mlr3: Machine Learning in R - next generation
dependent packages 31total releases 23most recent commit 2 days ago
Data Science Career ⭐ 661
Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository
most recent commit 8 months ago
Awesome Interpretable Machine Learning ⭐ 647
most recent commit 2 years ago
Business Machine Learning ⭐ 620
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
most recent commit 6 months ago
Dist Keras ⭐ 611
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
total releases 2most recent commit 4 years ago
Deep Learning Machine Learning Stock ⭐ 603
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
most recent commit 3 days ago
Rumale ⭐ 600
Rumale is a machine learning library in Ruby
dependent packages 4total releases 67most recent commit a month agorubygems rumale} Downloads
Book_sample ⭐ 592
another book on data science
most recent commit 2 years ago
Deep Recommender System ⭐ 591
深度学习在推荐系统中的应用及论文小结。
most recent commit 2 years ago
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