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.

volcano

A Cloud Native Batch System (Project under CNCF)

678   2891   2891  

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

376   2883   2883  

spotlight

Deep recommender models using PyTorch.

418   2877   2877  

MITIE

MITIE: library and tools for information extraction

537   2863   2863  

opyrator

🪄 Turns your machine learning code into microservices with web API, in...

146   2861   2861  

TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, trainin...

462   2861   2861  

deepjazz

Deep learning driven jazz generation using Keras & Theano!

441   2857   2857  

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mec...

577   2841   2841  

deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to...

692   2839   2839  

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics...

588   2835   2835  

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorc...

612   2830   2830  

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML...

836   2827   2827  

imgclsmob

Sandbox for training deep learning networks

563   2819   2819  

heavydb

HeavyDB (formerly OmniSciDB)

440   2816   2816  

tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with...

967   2814   2814  

sahi

Framework agnostic sliced/tiled inference + interactive ui + error ana...

414   2812   2812  

stats

A well tested and comprehensive Golang statistics library package with...

173   2762   2762  

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Le...

760   2757   2757  

DMTK

Microsoft Distributed Machine Learning Toolkit

580   2754   2754  

texthero

Text preprocessing, representation and visualization from zero to hero...

232   2750   2750  

ml-glossary

Machine learning glossary

700   2747   2747  

zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zen...

279   2744   2744  

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

909   2740   2740  

stellargraph

StellarGraph - Machine Learning on Graphs

408   2735   2735  

keras-tuner

A Hyperparameter Tuning Library for Keras

372   2735   2735  

thinc

🔮 A refreshing functional take on deep learning, compatible with your...

276   2731   2731  

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machin...

1712   2731   2731  

neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

470   2711   2711  

mAP

mean Average Precision - This code evaluates the performance of your n...

876   2711   2711  

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way...

501   2708   2708  

modelscope

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

288   2692   2692  

pytracking

Visual tracking library based on PyTorch.

563   2689   2689  

Girls-In-AI

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine...

461   2681   2681  

eli5

A library for debugging/inspecting machine learning classifiers and ex...

328   2670   2670  

cloud-annotations

🐝 A fast, easy and collaborative open source image annotation tool for...

467   2656   2656  

Deep-Learning-for-Recommendation-Systems

This repository contains Deep Learning based articles , paper and repo...

703   2640   2640  

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs...

280   2639   2639  

knockknock

🚪✊Knock Knock: Get notified when your training ends with only two addi...

225   2625   2625  

trlx

A repo for distributed training of language models with Reinforcement...

255   2619   2619  

ranking

Learning to Rank in TensorFlow

457   2608   2608  

dalle-playground

A playground to generate images from any text prompt using Stable Diff...

573   2603   2603  

MTBook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundati...

828   2589   2589  

awesome-robotic-tooling

Tooling for professional robotic development in C++ and Python with a...

429   2582   2582  

HsuanTienLin_MachineLearning

847   2575   2575  

m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScrip...

217   2571   2571  

mars

Mars is a tensor-based unified framework for large-scale data computat...

315   2569   2569  

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

486   2567   2567  

tch-rs

Rust bindings for the C++ api of PyTorch.

206   2563   2563  

awesome-deep-learning-music

List of articles related to deep learning applied to music

338   2558   2558  

FedML

FedML - The federated learning and analytics library enabling secure a...

604   2547   2547