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The Top 14,569 Python Machine Learning Open Source Projects on Github

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 159,979
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 52,891
Deep Learning for humans
Pytorch ⭐ 51,515
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scikit Learn ⭐ 47,604
scikit-learn: machine learning in Python
Face_recognition ⭐ 41,776
The world's simplest facial recognition api for Python and the command line
Tensorflow Examples ⭐ 41,252
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Faceswap ⭐ 38,294
Deepfakes Software For All
100 Days Of Ml Code ⭐ 33,030
100 Days of ML Coding
Madewithml ⭐ 28,968
Learn how to responsibly deliver value with ML.
D2l Zh ⭐ 26,168
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。
Handson Ml ⭐ 23,392
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Ml For Beginners ⭐ 22,955
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Spacy ⭐ 21,529
💫 Industrial-strength Natural Language Processing (NLP) in Python
Fastai ⭐ 21,529
The fastai deep learning library
Data Science Ipython Notebooks ⭐ 21,061
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.
Nlp Progress ⭐ 19,222
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.
Ray ⭐ 17,795
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.
Homemade Machine Learning ⭐ 17,793
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Yolov5 ⭐ 17,322
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Paddle ⭐ 16,724
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）
100 Days Of Ml Code ⭐ 16,532
100-Days-Of-ML-Code中文版
Streamlit ⭐ 16,252
Streamlit — The fastest way to build data apps in Python
Pytorch Lightning ⭐ 15,708
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Fastbook ⭐ 13,649
The fastai book, published as Jupyter Notebooks
Virgilio ⭐ 13,164
Your new Mentor for Data Science E-Learning.
Lightgbm ⭐ 13,059
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.
Rasa ⭐ 12,855
💬 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
Easyocr ⭐ 12,810
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Gensim ⭐ 12,542
Topic Modelling for Humans
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.
Awesome Pytorch List ⭐ 11,778
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Horovod ⭐ 11,761
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Jina ⭐ 11,636
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
Chatterbot ⭐ 11,612
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
Tensor2tensor ⭐ 11,563
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Recommenders ⭐ 11,477
Best Practices on Recommendation Systems
Imgaug ⭐ 11,443
Image augmentation for machine learning experiments.
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
The Gan Zoo ⭐ 10,959
A list of all named GANs!
Flair ⭐ 10,857
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Dive Into Machine Learning ⭐ 10,747
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Dlib ⭐ 10,642
A toolkit for making real world machine learning and data analysis applications in C++
Numpy Ml ⭐ 10,559
Machine learning, in numpy
Mlflow ⭐ 10,424
Open source platform for the machine learning lifecycle
Turicreate ⭐ 10,423
Turi Create simplifies the development of custom machine learning models.
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Nltk ⭐ 10,183
NLTK Source
Datasets ⭐ 10,148
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Vision ⭐ 10,033
Datasets, Transforms and Models specific to Computer Vision
Awesome Aws ⭐ 9,776
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Bert As Service ⭐ 9,360
Mapping a variable-length sentence to a fixed-length vector using BERT model
Fashion Mnist ⭐ 9,039
A MNIST-like fashion product database. Benchmark 👇
Sonnet ⭐ 9,032
TensorFlow-based neural network library
Albumentations ⭐ 8,958
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
Dvc ⭐ 8,752
🦉Data Version Control | Git for Data & Models | ML Experiments Management
Tutorials ⭐ 8,562
机器学习相关教程
Gamestonkterminal ⭐ 8,557
Investment Research for Everyone.
Mlalgorithms ⭐ 8,474
Minimal and clean examples of machine learning algorithms implementations
Autokeras ⭐ 8,180
AutoML library for deep learning
Pandas Profiling ⭐ 8,113
Create HTML profiling reports from pandas DataFrame objects
Computervision Recipes ⭐ 8,107
Best Practices, code samples, and documentation for Computer Vision.
Tpot ⭐ 7,987
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Ludwig ⭐ 7,953
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Mlcourse.ai ⭐ 7,837
Open Machine Learning Course
Pattern ⭐ 7,687
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Yolov3 ⭐ 7,374
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Pysc2 ⭐ 7,315
StarCraft II Learning Environment
Tvm ⭐ 7,248
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Pyro ⭐ 7,149
Deep universal probabilistic programming with Python and PyTorch
Tensorboardx ⭐ 7,120
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Interview ⭐ 7,108
Interview = 简历指南 + LeetCode + Kaggle
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
Qlib ⭐ 6,750
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.
Machine Learning Course ⭐ 6,654
💬 Machine Learning Course with Python:
Vaex ⭐ 6,645
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀
Trax ⭐ 6,514
Trax — Deep Learning with Clear Code and Speed
Imageai ⭐ 6,467
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Python Small Examples ⭐ 6,427
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
Machine_learning_examples ⭐ 6,344
A collection of machine learning examples and tutorials.
Catboost ⭐ 6,145
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.
Tensorpack ⭐ 6,065
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Industry Machine Learning ⭐ 6,003
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Cvpr2021 Papers With Code ⭐ 5,982
CVPR 2021 论文和开源项目合集
Serpentai ⭐ 5,981
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Bosssensor ⭐ 5,880
Hide screen when boss is approaching.
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Best Of Ml Python ⭐ 5,820
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Featuretools ⭐ 5,816
An open source python library for automated feature engineering
Stanza ⭐ 5,747
Official Stanford NLP Python Library for Many Human Languages
Reinforcement Learning With Tensorflow ⭐ 5,721
Simple Reinforcement learning tutorials
Deepspeed ⭐ 5,705
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Nlp Recipes ⭐ 5,653
Natural Language Processing Best Practices & Examples
Data Science Blogs ⭐ 5,635
A curated list of data science blogs
1-100 of 14,569 projects

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