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Machine Learning Notes ⭐ 7,461

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

T81_558_deep_learning ⭐ 5,590

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Papers ⭐ 2,239

Summaries of machine learning papers

Neural Photo Editor ⭐ 1,928

A simple interface for editing natural photos with generative neural networks.

Pytorch Cpp ⭐ 1,710

C++ Implementation of PyTorch Tutorials for Everyone

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Deeplearning.ai ⭐ 503

Some work of Andrew Ng's course on Coursera

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Hddeeplearningstudy ⭐ 290

Code etc for Hacker Dojo Deep Learning Study Group

Nnabla Examples ⭐ 289

Neural Network Libraries https://nnabla.org/ - Examples

Master Thesis Bayesiancnn ⭐ 197

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Amazing Machine Learning Opensource 2019 ⭐ 189

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Great Deep Learning Tutorials ⭐ 153

A Great Collection of Deep Learning Tutorials and Repositories

Awesome Chainer ⭐ 125

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Unsupervised Nmt ⭐ 90

Unsupervised neural machine translation; weight sharing; GAN

Henryailabs Videolist ⭐ 87

A curated list of all Henry AI Labs videos on Deep Learning and AI organized by category!

Neuralnetworkpostprocessing ⭐ 69

Unity Post Processing with Convolution Neural Network

Paper Notes ⭐ 59

Neural Painters X ⭐ 55

Generative Adversarial Networks in Neural Machine Translation

Deep Learning code

Awesome Deeplearning Tutorials ⭐ 47

Links to useful online tutorials etc. about deep learning

Hypelcnn ⭐ 38

A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data

Deep Learning Cheatsheet ⭐ 37

Code for medium articles

Machinelearning ⭐ 36

Machine Learning Notes

Ganless Hd ⭐ 34

The basic idea is to utilize a U-Net, modified perceptual loss (pearson instead of MAE), learned basis functions, and "mean teacher" training in order to synthesize images of high quality without the normal troubles of training a GAN.

Neural network library written in C and Javascript

Pytorch Tutorials ⭐ 32

Learn to build your neural network using PyTorch

Deepbedmap ⭐ 31

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Articles Bookmarked ⭐ 29

Text Generation Papers ⭐ 28

Paper collection of Neural Text Generation

Pretrained Gan 70s Scifi ⭐ 26

Pretrained model 1024x1024 trained on 1970s scifi art

Computer Vision ⭐ 26

implemented some computer vision problems

Unsupnts ⭐ 23

Unsupervised Neural Text Simplification

Training Reinforcement Learning agent using derivative of Generative Recurrent Neural Network model of environment

手撕机器学习

Tensorflowpractice ⭐ 18

斗大的熊猫大神博客WTF Daily Blog里面的tensorflow练习

Neural Fonts Webapp ⭐ 18

딥러닝 기술을 이용한 웹 GUI 한글 폰트 제작 도우미

Deepnetworks ⭐ 17

My implementations of deep neural networks for practice.

Simple_keras_gan ⭐ 17

Simple keras implementation of a generative adversarial neural network, as described in https://arxiv.org/abs/1406.2661

interesting application of deep learning

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

C++ implementation of neural networks library with Keras-like API. Contains majority of commonly used layers, losses and optimizers. Supports sequential and multi-input-output (flow) models. Supports single CPU, Multi-CPU and GPU tensor operations (using cuDNN and cuBLAS).

Ml Papers Tldr ⭐ 12

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

Gans N Reels ⭐ 12

Creating Irish Music using a Generative Adversarial Neural Network

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Advpaperroadmap ⭐ 11

Adversarial Example Papers Reading Roadmap in Deep Neural Network

Artifact_removal_gan ⭐ 10

A U-net GAN for jpeg artifact removal

Nips17 Dl Workshop Website ⭐ 9

Website of the NIPS 2017 workshop: "Deep Learning: Bridging Theory and Practice"

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

In Depth Ml ⭐ 9

In depth machine learning resources

Neural Networks For Image Compression ⭐ 9

Image compression using neural networks

Generating new images of faces on the celebA dataset with generative adversarial networks

Deep_learning_onboarding ⭐ 8

List of resources for deep learning

Mean Spectral Norm ⭐ 7

Code for the paper "Mean Spectral Normalization"

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

Deep_learning ⭐ 6

Deep-learning materials recommended

Spacenet Round3 ⭐ 6

Road detection in satellite imagery using fully convolutional neural networks.

Deeplearning Lookup ⭐ 6

ML/DL Lookup Table / 機械学習・深層学習の単語集

Neural networks that learn to generate anime faces.

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