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The Top 2,679 Machine Learning Data Science Open Source Projects

Categories > Data Processing > Data Science
Categories > Machine Learning > Machine Learning
Keras ⭐ 55,935
Deep Learning for humans
dependent packages 330total releases 65most recent commit an hour agopypi keras} Downloads
Scikit Learn ⭐ 51,080
scikit-learn: machine learning in Python
dependent packages 6,722total releases 63most recent commit 3 hours agopypi scikit-learn} Downloads
Ml For Beginners ⭐ 40,160
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 4 days ago
Made With Ml ⭐ 30,540
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 3 days ago
Spacy ⭐ 23,981
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 842total releases 195most recent commit an hour 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 5 months ago
Ray ⭐ 21,592
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 197total releases 73most recent commit an hour agopypi ray} Downloads
Applied Ml ⭐ 20,908
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 8 days ago
Streamlit ⭐ 20,321
Streamlit — The fastest way to build data apps in Python
dependent packages 404total releases 169most recent commit 3 hours agopypi streamlit} 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
Lightning ⭐ 19,738
The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch), research workflows and production pipelines with an obsessive focus on flexibility and performance.
dependent packages 389total releases 211most recent commit an hour agopypi pytorch-lightning} Downloads
Awesome Datascience ⭐ 19,182
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 4 days ago
Dash ⭐ 17,149
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 413total releases 152most recent commit a day agopypi dash} Downloads
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 6 months ago
Fastbook ⭐ 15,821
The fastai book, published as Jupyter Notebooks
total releases 25most recent commit 11 hours ago
D2l En ⭐ 14,584
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 an hour ago
Recommenders ⭐ 13,825
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 2 days agopypi recommenders} Downloads
Gensim ⭐ 13,451
Topic Modelling for Humans
dependent packages 530total releases 90most recent commit 2 days agopypi gensim} Downloads
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 23 days ago
Awesome Pytorch List ⭐ 13,237
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 18 days ago
Nni ⭐ 11,807
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 50most recent commit 15 hours agopypi nni} Downloads
Best Of Ml Python ⭐ 11,410
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit a day 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
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
most recent commit 2 years ago
Dvc ⭐ 10,165
🦉Data Version Control | Git for Data & Models | ML Experiments Management
dependent packages 24total releases 352most recent commit 5 hours agopypi dvc} Downloads
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit 2 years agopypi tflearn} Downloads
Pandas Profiling ⭐ 9,335
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 14 days agopypi pandas-profiling} Downloads
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 9,158
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit 22 days ago
Tpot ⭐ 8,659
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 19 days agopypi TPOT} Downloads
Computervision Recipes ⭐ 8,612
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 4 hours ago
Ludwig ⭐ 8,473
Data-centric declarative deep learning framework
dependent packages 3total releases 27most recent commit 2 hours agopypi ludwig} Downloads
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Awesome Mlops ⭐ 8,414
A curated list of references for MLOps
most recent commit 8 days ago
Gradio ⭐ 8,337
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 21total releases 308most recent commit an hour agopypi gradio} Downloads
Mlcourse.ai ⭐ 8,255
Open Machine Learning Course
most recent commit a month ago
Ml Youtube Courses ⭐ 7,798
📺 A place to discover the latest machine learning courses on YouTube.
most recent commit 19 days ago
Amazon Sagemaker Examples ⭐ 7,237
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit an hour ago
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 5 months ago
Machine_learning_examples ⭐ 6,892
A collection of machine learning examples and tutorials.
most recent commit 14 days ago
Catboost ⭐ 6,689
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 a day ago
Featuretools ⭐ 6,304
An open source python library for automated feature engineering
dependent packages 29total releases 85most recent commit 3 hours agopypi featuretools} Downloads
Pycaret ⭐ 6,117
An open-source, low-code machine learning library in Python
dependent packages 13total releases 82most recent commit 7 hours agopypi pycaret} 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 8 months ago
Pyod ⭐ 6,047
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 31total releases 81most recent commit 12 days agopypi pyod} Downloads
Cookiecutter Data Science ⭐ 5,985
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
most recent commit 7 days ago
Machine Learning For Trading ⭐ 5,961
Code for Machine Learning for Algorithmic Trading, 2nd edition.
most recent commit 23 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
H2o 3 ⭐ 5,935
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 229most recent commit 3 hours 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 2 months agopypi imbalanced-learn} Downloads
Data Science Blogs ⭐ 5,923
A curated list of data science blogs
most recent commit 20 days ago
Metaflow ⭐ 5,897
🚀 Build and manage real-life data science projects with ease!
total releases 49most recent commit a day ago
Sktime ⭐ 5,626
A unified framework for machine learning with time series
dependent packages 26total releases 27most recent commit 7 hours agopypi sktime} Downloads
Data Science Interviews ⭐ 5,577
Data science interview questions and answers
most recent commit a month ago
Smile ⭐ 5,510
Statistical Machine Intelligence & Learning Engine
dependent packages 30total releases 30most recent commit 3 months 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 7 months ago
Snorkel ⭐ 5,213
A system for quickly generating training data with weak supervision
dependent packages 8total releases 20most recent commit 17 days agopypi snorkel} 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 2 months ago
Dowhy ⭐ 5,131
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 8most recent commit a day agopypi dowhy} 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
Hub ⭐ 4,742
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 137most recent commit 7 hours agopypi hub} Downloads
Autogluon ⭐ 4,721
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 12total releases 645most recent commit 9 hours agopypi autogluon.core} Downloads
Ml Course Notes ⭐ 4,670
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
most recent commit 25 days ago
Learn Data Science For Free ⭐ 4,583
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
most recent commit a year ago
Wandb ⭐ 4,555
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
most recent commit an hour ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 3 years agopypi Edward} Downloads
Serenata De Amor ⭐ 4,378
🕵 Artificial Intelligence for social control of public administration
most recent commit 6 months ago
Mlxtend ⭐ 4,037
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 60total releases 48most recent commit 7 days agopypi mlxtend} Downloads
Cleanlab ⭐ 3,789
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 13 hours agopypi cleanlab} Downloads
Flux.jl ⭐ 3,780
Relax! Flux is the ML library that doesn't make you tensor
most recent commit 2 days ago
Probability ⭐ 3,757
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 207total releases 42most recent commit a day agopypi tensorflow-probability} Downloads
Telegram List ⭐ 3,684
List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов
most recent commit 4 days ago
Orange3 ⭐ 3,622
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 7 days agopypi Orange3} Downloads
River ⭐ 3,516
🌊 Online machine learning in Python
dependent packages 10total releases 8most recent commit 9 days agopypi river} Downloads
Feast ⭐ 3,511
Feature Store for Machine Learning
dependent packages 19total releases 93most recent commit an hour agopypi feast} Downloads
Synapseml ⭐ 3,484
Simple and Distributed Machine Learning
dependent packages 1total releases 3most recent commit 8 hours agopypi synapseml} Downloads
Data Science Cheatsheet ⭐ 3,447
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
most recent commit 6 months ago
Datascience ⭐ 3,432
Curated list of Python resources for data science.
most recent commit a day ago
Cml ⭐ 3,428
♾️ CML - Continuous Machine Learning | CI/CD for ML
total releases 123most recent commit a day ago
Machinelearningnotebooks ⭐ 3,352
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
most recent commit 5 days ago
Nlpaug ⭐ 3,350
Data augmentation for NLP
dependent packages 18total releases 37most recent commit a month agopypi nlpaug} Downloads
Gophernotes ⭐ 3,300
The Go kernel for Jupyter notebooks and nteract.
dependent packages 1total releases 22most recent commit a month ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit a year ago
Orchest ⭐ 3,170
Build data pipelines, the easy way 🛠️
total releases 12most recent commit an hour 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 7 months ago
Polyaxon ⭐ 3,136
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 331most recent commit 9 hours agopypi polyaxon} Downloads
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
Xlearn ⭐ 3,000
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 11total releases 10most recent commit 2 months agopypi xlearn} Downloads
Course Nlp ⭐ 2,967
A Code-First Introduction to NLP course
most recent commit 10 months ago
Tablesaw ⭐ 2,965
Java dataframe and visualization library
dependent packages 16total releases 78most recent commit 7 days 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 6 months ago
Pipelines ⭐ 2,947
Machine Learning Pipelines for Kubeflow
dependent packages 58total releases 94most recent commit an hour agopypi kfp} Downloads
Machine_learning_complete ⭐ 2,885
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 19 days ago
Shogun ⭐ 2,829
Shōgun
most recent commit a year ago
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 2 months ago
Data Science ⭐ 2,730
Collection of useful data science topics along with code and articles
most recent commit 6 days ago
Aim ⭐ 2,683
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
total releases 172most recent commit an hour 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
Ploomber ⭐ 2,622
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 5total releases 92most recent commit 3 hours agopypi ploomber} Downloads
Evidently ⭐ 2,606
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 55most recent commit a day agopypi evidently} Downloads
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