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.

awesome-knowledge-distillation

Awesome Knowledge Distillation

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docarray

Represent, send, store and search multimodal data

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spotlight

Deep recommender models using PyTorch.

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tencent-ml-images

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

514   3010   3010  

dm-haiku

JAX-based neural network library

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imgclsmob

Sandbox for training deep learning networks

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minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (p...

463   2995   2995  

stellargraph

StellarGraph - Machine Learning on Graphs

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keras-vis

Neural network visualization toolkit for keras

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DeepLearning

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

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deepxde

A library for scientific machine learning and physics-informed learnin...

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Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

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DeepNLP-models-Pytorch

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

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cutlass

CUDA Templates for Linear Algebra Subroutines

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mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

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deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

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Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

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EAST

A tensorflow implementation of EAST text detector

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awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

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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...

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awesome-image-classification

A curated list of deep learning image classification papers and codes

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best_AI_papers_2021

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

237   2908   2908  

DeepQA

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

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awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some...

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Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

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deepjazz

Deep learning driven jazz generation using Keras & Theano!

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keras-tuner

A Hyperparameter Tuning Library for Keras

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Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

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fastNLP

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

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awesome-deep-learning-music

List of articles related to deep learning applied to music

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easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

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AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神...

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ml-surveys

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

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jittor

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

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thinc

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

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vits

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

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euler

A distributed graph deep learning framework.

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Deep-Learning-for-Recommendation-Systems

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

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singa

a distributed deep learning platform

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Automatic_Speech_Recognition

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

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onnx-simplifier

Simplify your onnx model

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knockknock

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

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rust-bert

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

221   2804   2804  

deep-learning-book

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

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porcupine

On-device wake word detection powered by deep learning.

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awesome-anomaly-detection

A curated list of awesome anomaly detection resources

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RWKV-LM

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

236   2789   2789  

stemroller

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

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human-pose-estimation.pytorch

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

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