chunyuanxu Goto Github PK

astronomyclassification

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bert

TensorFlow code and pre-trained models for BERT

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

dan_qa

An implementation of Deep Averaging Networks for Factoid Question Answering.

deeplearning

深度学习相关的模型训练、评估和预测相关代码

gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。

github-test

生活不止眼前的苟且，还有诗和远方...

gitignore

A collection of useful .gitignore templates

headlines

Automatically generate headlines to short articles

houseprice

hybridlinucb-python

Hybrid Linear UCB bandit learning algorithm L Li(2010) python code

learngit

lsh

locality sensitive hashing

lung-nodule-detection

matchingnetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

minet

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

models

Models and examples built with TensorFlow

pyfm

Factorization machines in python

recsys_spark

Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

textinfoexp

自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。

winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.