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coding-practice

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

data-science-notes

数据科学的笔记以及资料搜集

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

fairseq-zh-en

NMT for chinese-english using fairseq

gan-compression

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

ganimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

md_assets

metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

opennmt-py

Open Source Neural Machine Translation in PyTorch

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

plotneuralnet

Latex code for making neural networks diagrams

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

pytorch-gan

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-gan-1

PyTorch implementations of Generative Adversarial Networks.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-tutorial-1

Build your neural network easy and fast

pytorch_word2vec

pytorch word2vec Four implementations : skip gram / CBOW on hierarchical softmax / negative sampling

simplified-deeplearning

Simplified implementations of deep learning related works

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

sketch_simplification

Models and code related to sketch simplification of rough sketches.

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

word2vec-tensorflow

使用word2vec进行中文词向量的 训练