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.

SparrowRecSys

A Deep Learning Recommender System

742   2057   2057  

argos-translate

Open-source offline translation library written in Python

150   2051   2051  

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend det...

134   2045   2045  

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing C...

530   2043   2043  

component-library

The goal of CLAIMED is to enable low-code/no-code rapid prototyping st...

3645   2035   2035  

audio

Data manipulation and transformation for audio signal processing, powe...

539   2028   2028  

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper...

272   2017   2017  

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase...

336   2015   2015  

DialoGPT

Large-scale pretraining for dialogue

315   2008   2008  

daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎...

387   2006   2006  

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence...

553   1996   1996  

ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & C...

973   1994   1994  

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine...

574   1993   1993  

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

567   1990   1990  

grobid

A machine learning software for extracting information from scholarly...

356   1988   1988  

AIF360

A comprehensive set of fairness metrics for datasets and machine learn...

664   1988   1988  

OctoBot

Cryptocurrency trading bot using technical analysis based strategy wit...

543   1985   1985  

alibi

Algorithms for explaining machine learning models

220   1967   1967  

CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

365   1963   1963  

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of referenc...

215   1960   1960  

EasyML

Easy Machine Learning is a general-purpose dataflow-based system for e...

450   1956   1956  

Rath

Automated data exploratory analysis and visualization tools.

103   1951   1951  

machine-learning-with-ruby

Curated list: Resources for machine learning in Ruby

177   1950   1950  

computer-vision-in-action

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社...

311   1947   1947  

tensorflow-build-archived

TensorFlow binaries supporting AVX, FMA, SSE

233   1938   1938  

alan-sdk-web

In-App assistant SDK to build a multimodal conversational UX for websi...

61   1934   1934  

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (B...

164   1933   1933  

sling

SLING - A natural language frame semantics parser

280   1931   1931  

towhee

Towhee is a framework that is dedicated to making neural data processi...

194   1930   1930  

robosat

Semantic segmentation on aerial and satellite imagery. Extracts featu...

375   1927   1927  

promptsource

Toolkit for creating, sharing and using natural language prompts.

271   1926   1926  

lazypredict

Lazy Predict help build a lot of basic models without much code and he...

220   1925   1925  

spark

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET...

310   1923   1923  

modAL

A modular active learning framework for Python

290   1923   1923  

tfx

TFX is an end-to-end platform for deploying production ML pipelines

653   1918   1918  

machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 r...

713   1917   1917  

libra

Ergonomic machine learning for everyone.

113   1915   1915  

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

837   1912   1912  

AmpliGraph

Python library for Representation Learning on Knowledge Graphs https:/...

233   1911   1911  

learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 thá...

625   1898   1898  

stemroller

Isolate vocals, drums, bass, and other instrumental stems from any son...

53   1892   1892  

DataFrame

C++ DataFrame for statistical, Financial, and ML analysis -- in modern...

271   1888   1888  

tensorflow_template_application

TensorFlow template application for deep learning

732   1875   1875  

Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

232   1871   1871  

hercules

Gaining advanced insights from Git repository history.

145   1870   1870  

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

256   1863   1863  

Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learn...

617   1858   1858  

projectlearn-project-based-learning

A curated list of project tutorials for project-based learning.

193   1857   1857  

TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

268   1853   1853  

AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to creat...

239   1851   1851