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alvinzhu.github.io

Alvin's Blog

beatleetcode

leetcode刷题小粉队

bert

TensorFlow code and pre-trained models for BERT

bert4doc-classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

caffe-stn

Spatial Transformer Network Implementation in Caffe

cam

Class Activation Mapping

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

coding-now

学习记录的一些笔记，以及所看得一些电子书eBooks、视频资源和平常收纳的一些自己认为比较好的博客、网站、工具。涉及大数据几大组件、Python机器学习和数据分析、Linux、操作系统、算法、网络等

cpp-primer-plus-6th

《C++ Primer Plus 第6版（中文版）》原书代码、习题答案和个人笔记，仅供学习和交流。

cppprimerplus-six-

C++PrimerPlus(第6版)中文版源码

cs229-ps-2018

My solutions to the problem sets of Stanford cs229, 2018

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deep_learning

Basic Deep Learning

deep_rec

存放推荐算法相关代码、文档、资料

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models for search and recommendation.

deformable-convnets

Deformable Convolutional Networks

dien

dmr

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

dssm

dssm-1

DSSM and Multi-View DSSM

dssm-lstm

The LSTM-DSSM model refering to the paper: Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval

easytransfer

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

examples

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

exercise

exercise for nndl

faspell

2019-SOTA简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

faster_rcnn

Faster R-CNN

fastmaskrcnn

Mask RCNN in TensorFlow