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.

Code-LMs

Guide to using pre-trained large language models of source code

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fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

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basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensi...

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TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

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keras-flask-deploy-webapp

:smiley_cat: Pretty & simple image classifier app template. Deploy you...

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continual-learning

PyTorch implementation of various methods for continual learning (XdG,...

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jraph

A Graph Neural Network Library in Jax

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AlphaZero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algo...

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GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

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pose-tensorflow

Human Pose estimation with TensorFlow framework

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clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with...

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performer-pytorch

An implementation of Performer, a linear attention-based transformer,...

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PyRetri

Open source deep learning based unsupervised image retrieval toolbox b...

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Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

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ssd_keras

Port of Single Shot MultiBox Detector to Keras

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yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000...

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stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI...

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DeepAudioClassification

Finding the genre of a song with Deep Learning

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tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

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machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to stru...

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Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machi...

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Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and...

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chainerrl

ChainerRL is a deep reinforcement learning library built on top of Cha...

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Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learn...

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DIS

This is the repo for our new project Highly Accurate Dichotomous Image...

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MachineLearning

Machine learning algorithms implemented by pure numpy

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PaddleViT

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models...

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Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and...

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nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

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FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

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AI-basketball-analysis

:basketball::robot::basketball: AI web app and API to analyze basketba...

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pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) fr...

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fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI im...

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PPLM

Plug and Play Language Model implementation. Allows to steer topic and...

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Windows-Machine-Learning

Samples and Tools for Windows ML.

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skater

Python Library for Model Interpretation/Explanations

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License-Plate-Detector

基于Yolov5车牌检测,更快更准.

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training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

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TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

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deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arX...

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nlp

:memo: This repository recorded my NLP journey.

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equinox

Elegant easy-to-use neural networks in JAX. https://docs.kidger.site/e...

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benchmark_VAE

Unifying Generative Autoencoder implementations in Python

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DiCE

Generate Diverse Counterfactual Explanations for any machine learning...

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DeepGTAV

A plugin for GTAV that transforms it into a vision-based self-driving...

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MLPP

A library created to revitalize C++ as a machine learning front end. P...

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deepbayes-2018

Seminars DeepBayes Summer School 2018

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Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

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node2vec

Implementation of the node2vec algorithm.

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Deep-Learning-Book-Chapter-Summaries

Attempting to make the Deep Learning Book easier to understand.

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