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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

background-matting

Background Matting: The World is Your Green Screen

cat

A CRF-based ASR Toolkit

codinginterviewsnotes

涵盖C++ Primer 5th、 effective C++ 、 STL api和demos C++ 基础知识与理论、 智能指针、C++11、 Git教程 Linux命令 Unix操作系统（进程、线程、内存管理、信号）计算机网络、 数据结构（排序、查找）、数据库、、C++对象模型、 设计模式、算法（《剑指offer》、leetcode、lintcode、hihocoder、《王道程序员求职宝典》）、面试题、嵌入式相关等

ctc_pytorch

CTC end -to-end ASR for timit and 863 corpus.

deeplearningbookqa_cn

深度学习面试问题 回答对应的DeepLearning中文版页码

deepspeechrecognition

A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型

fairseq-gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

gnnpapers

Must-read papers on graph neural networks (GNN)

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

ralph-bot

Config files for my GitHub profile.

slambook2

edition 2 of the slambook

speech-transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

testt

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

transformer

A pytorch implementation of Attention is all you need

v2ray_ws-tls_bash_onekey

warp-ctc

Pytorch Bindings for warp-ctc

warp-ctc-1

Fast parallel CTC.

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏