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algorithm_note

算法和数据结构学习笔记

animation-avatar-generation

基于GAN的动漫头像生成

animation-head-image-generation-by-gan

animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

attngan

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

book

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

char-rnn-pytorch

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

char-rnn.pytorch

PyTorch implementation of char-rnn (character-level language model)

cnn-sentence-classification-pytorch-2018

A pytorch (pytorch-1.0) CUDA version with pretrained GoogleNews word embeddings. Supports Python 2.7 and 3.6. In addition to GPU/CUDA, it also supports running on CPU.

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

course-v3

The 3rd edition of course.fast.ai

cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

data-science-from-scratch

code for Data Science From Scratch book

dcgan-keras

Deep Convolutional Generative Adverserial Networks

dcgan-mnist

利用简单DCGAN生成手写数字图像

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-experiments

Notes and experiments to understand deep learning concepts

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

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

eriklindernoren-keras-gan

eriklindernoren-pytorch-gan

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast.ai_notes

:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.