liyinchao's repositories
clickmodels
ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)
CoolplaySpark
酷玩 Spark: Spark 源代码解析、Spark 类库等
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
deep-learning-papers-translation
深度学习论文翻译，包括分类论文，检测论文等
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
flink-forward-china-2018
Flink Forward China 2018 Slides
hadoop_study
一起学习hadoop生态圈下常用大数据组件 已有 Flink Kafka Hbase Scala Solr (项目包含hadoop思维导图 印象笔记 Scala版本简单demo 工具类 持续更新!!!)
hbase-doc-zh
:book: HBase 中文参考指南
IQL
An ad hoc query service based on the spark sql engine.(基于spark sql引擎的即席查询服务)
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
Markdown-Resume
⭐️ Markdown 简历模版
newstart
2018年4月19日，探索未知的世界
NLPCC2016KBQA
KBQA based on the NLPCC2016 dataset, including reimplementation of NLPCC2016 best team`s QA.
Reco-papers
Classic papers and resources on recommendation
SMP2018
SMP2018中文人机对话技术评测（ECDT）
spark-libFM
An implement of Factorization Machines (LibFM)
spark-ml-source-analysis
spark ml 算法原理剖析以及具体的源码实现分析
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
The-Art-Of-Programming-By-July
本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售
tutorials
机器学习相关教程
USTC-Course
:heart:**科学技术大学课程资源
Websockets-Vertx-Flink-Kafka
A simple request response cycle using Websockets, Eclipse Vert-x server, Apache Kafka, Apache Flink.