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.

grokking-pytorch

The Hitchiker's Guide to PyTorch

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SincNet

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

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Pix2Pix

Real-time pix2pix implementation with Unity

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Anime-InPainting

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

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tensornets

High level network definitions with pre-trained weights in TensorFlow

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awesome-imbalanced-learning

Everything about class-imbalanced/long-tail learning: papers, codes, f...

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powerful-gnns

How Powerful are Graph Neural Networks?

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torchdyn

A PyTorch library entirely dedicated to neural differential equations,...

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self-attention-cv

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

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morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

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neural-compressor

Intel® Neural Compressor (formerly known as Intel® Low Precision Optim...

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sepconv-slomo

an implementation of Video Frame Interpolation via Adaptive Separable...

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head-pose-estimation

Head pose estimation by TensorFlow and OpenCV

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tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x

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ppl.nn

A primitive library for neural network

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NeuRec

Next RecSys Library

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reloading

Change Python code while it's running without losing state

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PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

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Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillatio...

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Deep-Learning-In-Production

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

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frugally-deep

Header-only library for using Keras (TensorFlow) models in C++.

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keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Netw...

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plato-research-dialogue-system

This is the Plato Research Dialogue System, a flexible platform for de...

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Coloring-greyscale-images

Coloring black and white images with deep learning.

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TransformerTTS

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

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Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using...

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basic_reinforcement_learning

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

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devol

Genetic neural architecture search with Keras

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redtail

Perception and AI components for autonomous mobile robotics.

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nolearn

Combines the ease of use of scikit-learn with the power of Theano/Lasa...

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awesome-capsule-networks

A curated list of awesome resources related to capsule networks

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DeepRec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Re...

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AlphaPy

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras,...

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Andrew-Ng-Deep-Learning-notes

吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng...

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BMW-TensorFlow-Training-GUI

This repository allows you to get started with a gui based training a...

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RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We...

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Windows-Machine-Learning

Samples and Tools for Windows ML.

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papers-I-read

A-Paper-A-Week

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similarity

TensorFlow Similarity is a python package focused on making similarity...

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gans-in-action

Companion repository to GANs in Action: Deep learning with Generative...

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deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation...

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DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning...

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prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Le...

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performer-pytorch

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

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gangealing

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignme...

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Otto

Otto makes machine learning an intuitive, natural language experience....

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neuropod

A uniform interface to run deep learning models from multiple framewor...

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multi-model-server

Multi Model Server is a tool for serving neural net models for inferen...

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tensorflow_scala

TensorFlow API for the Scala Programming Language

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Deep-Image-Matting

Deep Image Matting

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