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.

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

2402 9620 9620

techniques

Techniques for deep learning with satellite & aerial imagery

1589 9579 9579

server

The Triton Inference Server provides an optimized cloud and edge infer...

1622 9568 9568

Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性...

5094 9499 9499

tensorzero

TensorZero is an open-source stack for industrial-grade LLM applicatio...

622 9430 9430

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classi...

1430 9376 9376

oneflow

OneFlow is a deep learning framework designed to be user-friendly, sca...

1008 9361 9361

FlexLLMGen

Running large language models on a single GPU for throughput-oriented...

583 9353 9353

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

4157 9279 9279

autogluon

Fast and Accurate ML in 3 Lines of Code

1046 9263 9263

pycaret

An open-source, low-code machine learning library in Python

1800 9257 9257

autokeras

AutoML library for deep learning

1410 9256 9256

data-science-interviews

Data science interview questions and answers

2036 9249 9249

Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

1408 9205 9205

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

5033 9138 9138

machinelearning

ML.NET is an open source and cross-platform machine learning framework...

1906 9137 9137

RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, Core...

1176 9036 9036

Winds

A Beautiful Open Source RSS & Podcast App Powered by Getstream.io

636 9030 9030

gorse

Gorse open source recommender system engine

809 8858 8858

pattern

Web mining module for Python, with tools for scraping, natural languag...

1578 8832 8832

pyro

Deep universal probabilistic programming with Python and PyTorch

993 8828 8828

ImageAI

A python library built to empower developers to build applications and...

2198 8821 8821

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

2177 8813 8813

darts

A python library for user-friendly forecasting and anomaly detection o...

948 8791 8791

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with L...

672 8759 8759

cog

Containers for machine learning

625 8757 8757

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for...

2503 8704 8704

metaflow

Build, Manage and Deploy AI/ML Systems

824 8694 8694

machine_learning_examples

A collection of machine learning examples and tutorials.

6405 8671 8671

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

1765 8649 8649

EffectiveTensorflow

TensorFlow tutorials and best practices.

900 8612 8612

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

1291 8574 8574

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier o...

1930 8555 8555

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Pro...

1272 8544 8544

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation fo...

943 8468 8468

skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds...

714 8451 8451

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理...

1365 8439 8439

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and...

3059 8428 8428

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework...

1930 8421 8421

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visual...

598 8409 8409

optimate

A collection of libraries to optimise AI model performances

637 8375 8375

nsfwjs

NSFW detection on the client-side via TensorFlow.js

559 8342 8342

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees...

1214 8338 8338

sktime

A unified framework for machine learning with time series

1516 8309 8309

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

3113 8259 8259

trax

Trax — Deep Learning with Clear Code and Speed

826 8246 8246

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transform...

830 8236 8236

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

845 8189 8189

pysc2

StarCraft II Learning Environment

1158 8105 8105

python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://...

1809 8083 8083