Home - JasonWayne/personal-wiki GitHub Wiki

我的个人维基主页，算是个简单的知识管理系统。 主页模仿GitHub Help页面的形式

Kotlin Netty CarbonData
Scala

Linux

• Linux common
• Linux Networking
• Linux Text Process
• Linux Security
• expect
• Bach Commands

ML Tools

• Jupyter notebook

Hadoop Eco

• Kerberos

Text Editor

• Sublime Text

Trends

• Trends Summary
• AutoML

Data

• Yaml
• Protobuf

RPC

• Thrift

Web Development

• Modern Web Frameworks

Algorithms

• algorithm_stub
• PCA

Bigdata

• zookeeper
• Spark

Architecture

• Bigdata Architecture

Data Structure

• Heap

Applications

• application_stub

Tools - self reference manual

• tools_stub
• mysql
• Shell
• Windows software

IPython Notebooks

• test

Natural Language Processing

• 文本自动摘要
• TF-IDF
• Text Similarity
• LDA
• Word2Vec

Data Mining

• LSH, MinHash, SimHash

Machine Learning Tools

• Weka源代码阅读
• Scikit-learn

Machine Learning Evaluation

• AUC ROC曲线

Machine Learning Algorithms

• Cluster Survey

• DBSCAN

• DBSCAN lecture

• Science上发表的聚类算法

• 谱聚类

• EM

• Random Forest

• GBDT

• 协同过滤

• 关联规则挖掘

• 推荐系统

• 概率图模型

• SVM

Machine Learning Topics

• Feature Selection
• Dimension Reduction

Deep Learning and Neural Network

• Neural Network
• Deep learning resources
• LSTM
• CNN

Machine Learning Materials

• Blogs

• 会议和期刊

• 课程

• Websites

• Reading Materials

Math

• 牛顿法
• Linear Algebra
• Frequetists Vs. Beyesian
• Poisson Process

Platform

• Bigdata
• Hadoop
• HDFS
• MapReduce
• Hive
• HBase
• Mongodb

Data Structure and Algorithms

• OJ做题总结
• Trees
• Trie Tree
• Bitmap

Web

• Spider

Python

• Python Class
• Python易产生bug的地方总结
• Python for Data Science
• Python visulization
• Python snippets
• Python Reading Materials

Java

• Java
• JUnit
• NIO
• Java snippets
• Java 8
• Maven
• JVM & 性能
• Java concurrency

R

• R语言待读文章

Other Programming Languages

• awk
• Matlab / Octave
• 正则表达式

Programming Tools

• Git
• Vim
• Intellij IDEA

Programming Materials

• Programming Websites
• Programming Blogs

Software Engineering

• Design Pattern
• Java Code Style

Course Notes

• Data Wrangling with MangoDB
• Udacity - Intro to Machine Learning
• Udacity - Intro to HTML and CSS

General

• Markdown
• 通用工具
• 网站: 参考https://github.com/conanxin/conanxin.github.com/wiki/2014年-工具篇
• 好的演讲
• Speed Reading
• 个人知识管理规范
• The plan

Weekly

整理每周涉及的知识点及内容，写在这里

• 20151005-20151011 aaa