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nlp-beginner

NLP上手教程

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

passport-aware-normalization

phattacks

Defending Against Physically Realizable Attacks on Image Classification

pix2pix

Image-to-image translation with conditional adversarial nets

poda

Code for EMNLP 2019 paper "Denoising based Sequence-to-Sequence Pre-training for Text Generation"

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-network-slimming

network slimming for pytorch models, support user defined models with Linear/Conv(groups=1)/BN

pytorch-weight-prune

Pytorch version for weight pruning for Murata Group's CREST project

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

samples-for-ai

Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.

sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

sparse-structure-selection-pytorch

PyTorch-Implementation of "Data-Driven Sparse Structure Selection for Deep Neural Networks"

stackgan

stackgan-pytorch

stackgan-v2

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

stargan-tensorflow

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

stgan

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text_claasification

torch-pruning

A pytorch pruning toolkit for structured neural network pruning and automatic layer dependency maintaining.

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

ugatit-pytorch

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

unilm

UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

watermarknn

Watermarking Deep Neural Networks (USENIX 2018)

wfpfirewall

基于WFP(Windows Filter Platform)的个人防火墙系统

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding