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The Top 11,853 Python Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 164,994
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 10 hours ago
Transformers ⭐ 63,409
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 817total releases 81most recent commit 11 hours agopypi transformers} Downloads
Pytorch ⭐ 56,095
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 262most recent commit 10 hours ago
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 14 hours agopypi Keras} Downloads
Scikit Learn ⭐ 50,084
scikit-learn: machine learning in Python
dependent packages 6,354total releases 62most recent commit 10 hours agopypi scikit-learn} Downloads
Face_recognition ⭐ 42,371
The world's simplest facial recognition api for Python and the command line
dependent packages 45total releases 21most recent commit 6 months agopypi face-recognition} Downloads
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 5 months ago
Faceswap ⭐ 41,094
Deepfakes Software For All
most recent commit 19 hours ago
Ml For Beginners ⭐ 35,884
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 7 days ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 3 months ago
D2l Zh ⭐ 32,530
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
total releases 41most recent commit 2 days ago
Deepfacelab ⭐ 32,405
DeepFaceLab is the leading software for creating deepfakes.
most recent commit 16 days ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 6 days ago
Yolov5 ⭐ 26,429
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 25most recent commit 11 hours ago
Handson Ml ⭐ 24,169
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 2 months ago
Spacy ⭐ 23,368
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 794total releases 194most recent commit 2 days 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 2 months ago
Fastai ⭐ 22,272
The fastai deep learning library
dependent packages 114total releases 133most recent commit 4 days agopypi fastai} Downloads
Ray ⭐ 20,489
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 189total releases 71most recent commit 10 hours agopypi ray} Downloads
Nlp Progress ⭐ 19,941
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 ⭐ 19,172
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit a month ago
Streamlit ⭐ 19,000
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit 21 hours agopypi streamlit} Downloads
Pytorch Lightning ⭐ 18,453
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
dependent packages 352total releases 209most recent commit 12 hours agopypi pytorch-lightning} Downloads
Paddle ⭐ 18,213
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 68most recent commit 11 hours ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 9 months ago
Dash ⭐ 16,438
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 395total releases 149most recent commit 7 days agopypi dash} Downloads
Learnopencv ⭐ 16,327
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Fastbook ⭐ 14,903
The fastai book, published as Jupyter Notebooks
total releases 23most recent commit 15 days ago
Easyocr ⭐ 14,671
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 30total releases 26most recent commit 17 days agopypi easyocr} Downloads
Jina ⭐ 14,593
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
total releases 1,795most recent commit 12 hours ago
Rasa ⭐ 13,996
💬 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 25total releases 250most recent commit 14 hours agopypi rasa} Downloads
Lightgbm ⭐ 13,802
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 298total releases 28most recent commit a day agopypi lightgbm} Downloads
D2l En ⭐ 13,427
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
Datasets ⭐ 13,384
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 184total releases 45most recent commit 10 hours agopypi datasets} Downloads
Virgilio ⭐ 13,282
Your new Mentor for Data Science E-Learning.
most recent commit 14 days ago
Gensim ⭐ 13,146
Topic Modelling for Humans
dependent packages 507total releases 90most recent commit 14 days agopypi gensim} Downloads
Recommenders ⭐ 13,132
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 6 days agopypi recommenders} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 22 days ago
Horovod ⭐ 12,431
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day agopypi horovod} Downloads
Tensor2tensor ⭐ 12,180
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 a month agopypi tensor2tensor} Downloads
Chatterbot ⭐ 12,082
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
dependent packages 10total releases 80most recent commit 2 months agopypi ChatterBot} Downloads
Openbbterminal ⭐ 11,997
Investment Research for Everyone, Anywhere.
total releases 4most recent commit 11 hours ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit 7 months 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 9 months ago
Mlflow ⭐ 11,847
Open source platform for the machine learning lifecycle
dependent packages 235total releases 57most recent commit 11 hours agopypi mlflow} Downloads
The Gan Zoo ⭐ 11,809
A list of all named GANs!
most recent commit 2 months ago
Vision ⭐ 11,642
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,305total releases 30most recent commit 11 hours agopypi torchvision} Downloads
Flair ⭐ 11,592
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 47total releases 26most recent commit 2 days agopypi flair} Downloads
Nni ⭐ 11,483
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 49most recent commit 11 hours agopypi nni} Downloads
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 10 months ago
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most recent commit 4 months ago
Dlib ⭐ 11,121
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 12 days agopypi dlib} Downloads
Nltk ⭐ 10,723
NLTK Source
dependent packages 1,324total releases 50most recent commit 6 days agopypi nltk} Downloads
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 6 months agopypi turicreate} Downloads
Awesome Aws ⭐ 10,284
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
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit a year ago
Albumentations ⭐ 9,868
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 149total releases 49most recent commit 2 months agopypi albumentations} Downloads
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 2 months ago
Dvc ⭐ 9,719
🦉Data Version Control | Git for Data & Models | ML Experiments Management
dependent packages 24total releases 349most recent commit 12 hours agopypi dvc} Downloads
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
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Transferlearning ⭐ 9,406
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit a day ago
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 2 months agopypi dm-sonnet} Downloads
Pandas Profiling ⭐ 8,949
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 2 days agopypi pandas-profiling} Downloads
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit 4 months ago
Yolov3 ⭐ 8,684
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 4 days ago
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 3 days agopypi autokeras} Downloads
Tpot ⭐ 8,485
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 3 months agopypi TPOT} Downloads
Qlib ⭐ 8,479
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 26most recent commit 12 days ago
Cvpr2022 Papers With Code ⭐ 8,418
CVPR 2022 论文和开源项目合集
most recent commit 2 days ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Ludwig ⭐ 8,279
Data-centric declarative deep learning framework
dependent packages 3total releases 23most recent commit 2 days agopypi ludwig} Downloads
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 2 months ago
Tvm ⭐ 8,098
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 11 hours agocargo tvm-macros} Downloads
Pattern ⭐ 7,687
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
most recent commit a year ago
Pyro ⭐ 7,432
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 6 days agopypi pyro-ppl} Downloads
Pysc2 ⭐ 7,417
StarCraft II Learning Environment
dependent packages 5total releases 7most recent commit 4 months agopypi PySC2} Downloads
Interview ⭐ 7,375
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
most recent commit 2 months ago
Tensorboardx ⭐ 7,338
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 209total releases 17most recent commit 5 days agopypi tensorboardX} Downloads
Kedro ⭐ 7,211
A Python framework for creating reproducible, maintainable and modular data science code.
dependent packages 30total releases 33most recent commit 19 hours agopypi kedro} Downloads
Abu ⭐ 7,101
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
most recent commit a year ago
Vaex ⭐ 7,019
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 60most recent commit 20 days agopypi vaex} Downloads
Gradio ⭐ 7,009
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 17total releases 263most recent commit a day agopypi gradio} Downloads
Trax ⭐ 6,911
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 3 days 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 2 months ago
Imageai ⭐ 6,907
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 2 months agopypi imageai} Downloads
Mindsdb ⭐ 6,843
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 11 hours agopypi mindsdb} Downloads
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 4 days ago
Deepspeed ⭐ 6,759
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 46most recent commit 11 hours agopypi deepspeed} Downloads
Open3d ⭐ 6,725
Open3D: A Modern Library for 3D Data Processing
most recent commit 18 hours ago
Machine Learning Course ⭐ 6,654
💬 Machine Learning Course with Python:
most recent commit 2 years ago
Machine_learning_examples ⭐ 6,624
A collection of machine learning examples and tutorials.
most recent commit 2 months ago
Kornia ⭐ 6,554
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 28most recent commit a day agopypi kornia} Downloads
Catboost ⭐ 6,520
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 4total releases 58most recent commit 14 hours ago
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 6,430
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit 10 months ago
Optuna ⭐ 6,411
A hyperparameter optimization framework
dependent packages 5total releases 20most recent commit 20 hours ago
Tensorpack ⭐ 6,196
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
dependent packages 8total releases 37most recent commit 16 days agopypi tensorpack} Downloads
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