Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

wandb

🔥 A tool for visualizing and tracking your machine learning experiment...

504   6297   6297  

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine le...

1041   6295   6295  

DeepPavlov

An open source library for deep learning end-to-end dialog systems and...

1120   6265   6265  

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

1030   6262   6262  

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + f...

1853   6259   6259  

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

3161   6259   6259  

espnet

End-to-End Speech Processing Toolkit

1865   6241   6241  

jetson-inference

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

2736   6231   6231  

nlp-recipes

Natural Language Processing Best Practices & Examples

898   6159   6159  

BossSensor

Hide screen when boss is approaching.

1107   6149   6149  

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecastin...

2356   6135   6135  

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want...

836   6132   6132  

ml5-library

Friendly machine learning for the web! 🤖

902   6111   6111  

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

1326   6099   6099  

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tu...

2104   6097   6097  

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understandi...

1181   6059   6059  

darts

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

688   6051   6051  

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on...

475   5995   5995  

Swift-AI

The Swift machine learning library.

562   5960   5960  

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

2172   5949   5949  

serving

A flexible, high-performance serving system for machine learning model...

2207   5895   5895  

vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and serv...

905   5833   5833  

chainer

A flexible framework of neural networks for deep learning

1397   5811   5811  

docs

TensorFlow documentation

5233   5810   5810  

learning

A log of things I'm learning

803   5767   5767  

smile

Statistical Machine Intelligence & Learning Engine

1118   5764   5764  

tiny-dnn

header only, dependency-free deep learning framework in C++14

1394   5658   5658  

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

1250   5654   5654  

models

A collection of pre-trained, state-of-the-art models in the ONNX forma...

1181   5650   5650  

pwnagotchi

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi...

870   5615   5615  

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

740   5519   5519  

speechbrain

A PyTorch-based Speech Toolkit

1031   5509   5509  

TopDeepLearning

A list of popular github projects related to deep learning

1185   5496   5496  

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

712   5492   5492  

gluon-cv

Gluon CV Toolkit

1189   5489   5489  

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

796   5480   5480  

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

1259   5462   5462  

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

1080   5450   5450  

Practical_RL

A course in reinforcement learning in the wild

1602   5377   5377  

DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖...

1221   5363   5363  

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...

1133   5328   5328  

graph_nets

Build Graph Nets in Tensorflow

778   5231   5231  

stable-diffusion-webui-colab

stable diffusion webui colab

831   5220   5220  

mmf

A modular framework for vision & language multimodal research from Fac...

913   5168   5168  

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection m...

972   5146   5146  

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modul...

608   5140   5140  

RSPapers

A Curated List of Must-read Papers on Recommender System.

1248   5105   5105  

HyperLPR

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate...

1943   5102   5102  

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transfo...

583   5081   5081  

Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

1381   5002   5002