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.

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral F...

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Mish

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural...

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service-streamer

Boosting your Web Services of Deep Learning Applications.

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pyntcloud

pyntcloud is a Python library for working with 3D point clouds.

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tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

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one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural netw...

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AdvancedEAST

AdvancedEAST is an algorithm used for Scene image text detect, which...

380   1227   1227  

deep-review

A collaboratively written review paper on deep learning, genomics, and...

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awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extractio...

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arbitrary-image-stylization-tfjs

Arbitrary style transfer using TensorFlow.js

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keras-flask-deploy-webapp

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

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self-attention-cv

Implementation of various self-attention mechanisms focused on compute...

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Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Lear...

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deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

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medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prev...

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five-video-classification-methods

Code that accompanies my blog post outlining five video classification...

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basic_reinforcement_learning

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

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fsdl-text-recognizer-project

Lab materials for the Full Stack Deep Learning Course

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variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (includi...

258   1174   1174  

Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Underst...

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sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translat...

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SincNet

SincNet is a neural architecture for efficiently processing raw audio...

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DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Ten...

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awesome-architecture-search

A curated list of awesome architecture search resources

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DataAugmentationForObjectDetection

Data Augmentation For Object Detection

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PPLM

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

205   1150   1150  

TransformerTTS

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transform...

224   1150   1150  

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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seqeval

A Python framework for sequence labeling evaluation(named-entity recog...

133   1148   1148  

stock-analysis-engine

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

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Image-OutPainting

🏖 Keras Implementation of Painting outside the box

224   1147   1147  

AI-basketball-analysis

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

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Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

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Transformer-in-Vision

Recent Transformer-based CV and related works.

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pose-tensorflow

Human Pose estimation with TensorFlow framework

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gradslam

gradslam is an open source differentiable dense SLAM library for PyTor...

136   1133   1133  

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also com...

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fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

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reloading

Change Python code while it's running without losing state

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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...

117   1119   1119  

GCNet

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

165   1119   1119  

FreeML

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

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performer-pytorch

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

146   1114   1114  

PyRetri

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

173   1113   1113  

frugally-deep

A lightweight header-only library for using Keras (TensorFlow) models...

238   1110   1110  

DLInterview

Deep Learning Interview 深度学习面试题目汇总

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ssd_keras

Port of Single Shot MultiBox Detector to Keras

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Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

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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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