Most popular machine-learning repositories and open source projects

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

tensorflow

An Open Source Machine Learning Framework for Everyone

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorF...

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU accelera...

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keras

Deep Learning for humans

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scikit-learn

scikit-learn: machine learning in Python

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tesseract

Tesseract Open Source OCR Engine (main repository)

7811   44016   44016  

face_recognition

The world's simplest facial recognition api for Python and the command...

12004   43142   43142  

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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faceswap

Deepfakes Software For All

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julia

The Julia Programming Language

4847   38617   38617  

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

4521   38399   38399  

100-Days-Of-ML-Code

100 Days of ML Coding

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cs-video-courses

List of Computer Science courses with video lectures.

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caffe

Caffe: a fast open framework for deep learning.

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DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

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d2l-zh

《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...

7165   30227   30227  

MadeWithML

Learn how to responsibly deliver value with ML.

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

5998   29125   29125  

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep...

8544   27552   27552  

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engine...

6011   25689   25689  

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals o...

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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awesome-deep-learning-papers

The most cited deep learning papers

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openpose

OpenPose: Real-time multi-person keypoint detection library for body,...

6931   23350   23350  

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caff...

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spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

3715   22446   22446  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

7932   22288   22288  

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GB...

8330   22279   22279  

google-research

Google Research

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fastai

The fastai deep learning library

7198   21943   21943  

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of mac...

4091   20819   20819  

NLP-progress

Repository to track the progress in Natural Language Processing (NLP),...

3372   19718   19718  

ray

An open source framework that provides a simple, universal API for bui...

3326   19390   19390  

pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechi...

4358   19244   19244  

photoprism

Photos App powered by Go and Google TensorFlow 🌈 ✨

1045   19109   19109  

DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-t...

3420   19065   19065  

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interact...

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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science...

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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real...

5061   18683   18683  

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and commun...

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AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

1572   18260   18260  

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, com...

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streamlit

Streamlit — The fastest way to build data apps in Python

1596   17773   17773  

netron

Visualizer for neural network, deep learning, and machine learning mod...

2048   17754   17754  

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from In...

4284   17625   17625  

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scal...

2173   17398   17398  

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ide...

915   17361   17361  

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with...

6149   17334   17334  

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolk...

4389   17136   17136  

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

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