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The Top 12,833 Python Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 170,730
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit a day ago
Transformers ⭐ 79,139
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 20 hours agopypi transformers} Downloads
Pytorch ⭐ 62,187
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23most recent commit 20 hours ago
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
Face_recognition ⭐ 46,925
The world's simplest facial recognition api for Python and the command line
dependent packages 45total releases 21most recent commit a month agopypi face-recognition} Downloads
Ml For Beginners ⭐ 43,903
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 2 days ago
Faceswap ⭐ 43,243
Deepfakes Software For All
most recent commit 9 days ago
Tensorflow Examples ⭐ 42,312
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 3 months ago
100 Days Of Ml Code ⭐ 39,550
100 Days of ML Coding
most recent commit 3 days ago
D2l Zh ⭐ 37,421
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
total releases 45most recent commit a day ago
Deepfacelab ⭐ 36,361
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Yolov5 ⭐ 34,816
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit a day ago
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
Handson Ml ⭐ 24,933
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 2 months ago
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
Fastai ⭐ 23,289
The fastai deep learning library
dependent packages 117total releases 143most recent commit 7 days agopypi fastai} 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
Nlp Progress ⭐ 21,197
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
most recent commit a month ago
Homemade Machine Learning ⭐ 20,319
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit 3 months ago
Paddle ⭐ 19,463
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
total releases 70most recent commit 20 hours ago
Openbbterminal ⭐ 18,982
Investment Research for Everyone, Anywhere.
total releases 4most recent commit 21 hours ago
Dash ⭐ 17,993
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 413total releases 154most recent commit 3 days agopypi dash} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 10 months ago
Learnopencv ⭐ 17,842
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Cntk ⭐ 17,225
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 4 months ago
Jina ⭐ 17,197
🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native
dependent packages 2total releases 2,019most recent commit 3 days agopypi jina} Downloads
Easyocr ⭐ 16,814
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 37total releases 30most recent commit 10 days agopypi easyocr} 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
Rasa ⭐ 15,460
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
dependent packages 28total releases 274most recent commit 2 days agopypi rasa} Downloads
Datasets ⭐ 15,104
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 3 days agopypi datasets} Downloads
Recommenders ⭐ 14,807
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 19 days agopypi recommenders} Downloads
Lightgbm ⭐ 14,580
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 365total releases 29most recent commit a day agopypi lightgbm} Downloads
Onnx ⭐ 13,978
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} 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
Mlflow ⭐ 13,535
Open source platform for the machine learning lifecycle
dependent packages 252total releases 62most recent commit 20 hours agopypi mlflow} Downloads
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 6 months ago
Vision ⭐ 13,165
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,413total releases 32most recent commit 20 hours agopypi torchvision} Downloads
Horovod ⭐ 12,973
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit a day agopypi horovod} Downloads
Tensor2tensor ⭐ 12,904
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit 11 days agopypi tensor2tensor} Downloads
The Gan Zoo ⭐ 12,819
A list of all named GANs!
most recent commit 2 months ago
Chatterbot ⭐ 12,679
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
dependent packages 11total releases 80most recent commit 2 months agopypi ChatterBot} Downloads
Best Of Ml Python ⭐ 12,528
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Mindsdb ⭐ 12,496
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 2 days agopypi mindsdb} Downloads
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
Flair ⭐ 12,401
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 52total releases 27most recent commit 3 days agopypi flair} 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
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit a year agopypi imgaug} Downloads
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit a year ago
Dlib ⭐ 11,684
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 3 days agopypi dlib} 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
Numpy Ml ⭐ 11,631
Machine learning, in numpy
total releases 3most recent commit 19 days ago
Albumentations ⭐ 11,463
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 155total releases 52most recent commit a day agopypi albumentations} Downloads
Nltk ⭐ 11,453
NLTK Source
dependent packages 1,463total releases 50most recent commit 2 days agopypi nltk} Downloads
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
Awesome Aws ⭐ 11,000
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
most recent commit a month ago
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
Turicreate ⭐ 10,850
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 2 months agopypi turicreate} Downloads
Transferlearning ⭐ 10,764
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 9 days ago
Qlib ⭐ 10,207
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
total releases 27most recent commit 21 hours ago
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
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit 2 years ago
Cvpr2022 Papers With Code ⭐ 9,864
CVPR 2022 论文和开源项目合集
most recent commit a month ago
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 10 months ago
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
Sonnet ⭐ 9,469
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit a month agopypi dm-sonnet} Downloads
Yolov3 ⭐ 9,242
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit a month ago
Tvm ⭐ 8,968
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit a day agocargo tvm-macros} 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
Deepfacelive ⭐ 8,903
Real-time face swap for PC streaming or video calls
most recent commit 9 days ago
Computervision Recipes ⭐ 8,817
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 4 days ago
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit a year ago
Ludwig ⭐ 8,721
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit a day agopypi ludwig} Downloads
Autokeras ⭐ 8,719
AutoML library for deep learning
dependent packages 3total releases 57most recent commit a day agopypi autokeras} Downloads
Ivy ⭐ 8,691
The Unified Machine Learning Framework
dependent packages 6total releases 20most recent commit 20 hours agopypi ivy-core} Downloads
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit 2 years ago
Deepspeed ⭐ 8,624
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 12total releases 53most recent commit a day agopypi deepspeed} Downloads
Mlcourse.ai ⭐ 8,564
Open Machine Learning Course
most recent commit 14 days ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Pattern ⭐ 8,277
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
most recent commit 5 months ago
Kedro ⭐ 8,040
A Python framework for creating reproducible, maintainable and modular data science code.
dependent packages 32total releases 35most recent commit 3 days agopypi kedro} Downloads
Open3d ⭐ 7,979
Open3D: A Modern Library for 3D Data Processing
most recent commit 2 days ago
Interview ⭐ 7,840
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
most recent commit a month ago
Pyro ⭐ 7,761
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30most recent commit 3 days agopypi pyro-ppl} 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
Kornia ⭐ 7,655
Open Source Differentiable Computer Vision Library
dependent packages 58total releases 31most recent commit a day agopypi kornia} Downloads
Pysc2 ⭐ 7,635
StarCraft II Learning Environment
dependent packages 6total releases 8most recent commit 2 months agopypi PySC2} Downloads
Tensorboardx ⭐ 7,510
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 221total releases 18most recent commit a day agopypi tensorboardX} Downloads
Optuna ⭐ 7,504
A hyperparameter optimization framework
dependent packages 214total releases 49most recent commit a day agopypi optuna} Downloads
Reinforcement Learning With Tensorflow ⭐ 7,469
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 6 months ago
Imageai ⭐ 7,423
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
dependent packages 4total releases 9most recent commit 25 days agopypi imageai} Downloads
Doccano ⭐ 7,243
Open source annotation tool for machine learning practitioners.
total releases 28most recent commit 3 days ago
Trax ⭐ 7,219
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit a month ago
Machine_learning_examples ⭐ 7,144
A collection of machine learning examples and tutorials.
most recent commit a month ago
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