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.

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

837   3061   3061  

awesome-knowledge-distillation

Awesome Knowledge Distillation

480   3033   3033  

neural_prophet

NeuralProphet: A simple forecasting package

422   3024   3024  

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc...

514   3010   3010  

pytorch-forecasting

Time series forecasting with PyTorch

500   2989   2989  

DeepLearning

Deep Learning (Python, C, C++, Java, Scala, Go)

1387   2986   2986  

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

574   2975   2975  

keras-vis

Neural network visualization toolkit for keras

678   2961   2961  

cutlass

CUDA Templates for Linear Algebra Subroutines

571   2954   2954  

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

977   2940   2940  

cleanrl

High-quality single file implementation of Deep Reinforcement Learning...

385   2936   2936  

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

1286   2934   2934  

EAST

A tensorflow implementation of EAST text detector

1055   2921   2921  

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford...

668   2913   2913  

nlp-architect

A model library for exploring state-of-the-art deep learning topologie...

467   2910   2910  

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or...

1275   2909   2909  

practicalAI-cn

AI实战-practicalAI 中文版

709   2908   2908  

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepc...

217   2908   2908  

awesome-data-labeling

A curated list of awesome data labeling tools

362   2897   2897  

best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release...

236   2896   2896  

DeepQA

My tensorflow implementation of "A neural conversational model", a Dee...

1199   2894   2894  

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

376   2883   2883  

spotlight

Deep recommender models using PyTorch.

418   2877   2877  

Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

477   2875   2875  

fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still i...

448   2866   2866  

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  

jittor

Jittor is a high-performance deep learning framework based on JIT comp...

291   2845   2845  

deepvariant

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

692   2839   2839  

vits

VITS: Conditional Variational Autoencoder with Adversarial Learning fo...

693   2839   2839  

euler

A distributed graph deep learning framework.

558   2831   2831  

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  

sahi

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

414   2812   2812  

singa

a distributed deep learning platform

925   2807   2807  

Automatic_Speech_Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Te...

550   2806   2806  

onnx-simplifier

Simplify your onnx model

309   2806   2806  

porcupine

On-device wake word detection powered by deep learning.

397   2795   2795  

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be direc...

236   2789   2789  

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Ba...

597   2777   2777  

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement...

374   2768   2768  

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

679   2758   2758  

deep-learning-book

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

760   2757   2757  

ml-glossary

Machine learning glossary

700   2747   2747  

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing small...

503   2745   2745  

zenml

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

279   2744   2744  

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, P...

728   2738   2738  

stellargraph

StellarGraph - Machine Learning on Graphs

408   2735   2735  

keras-tuner

A Hyperparameter Tuning Library for Keras

372   2735   2735