Aritificial Intelligence

• 关于人工智能的一些思考
• Genetic Algorithm for Functional Maximum Problem
• 24 Puzzle Problem
• Million Queens Problem

Machine Learning

• Machine Learning Crash Course with Tensorflow APIs | Notes
• 交叉验证的原理及实现

Deep Learning

• Neural Networks for Face Recognition

Natural Language Processing

• Entity Linking in Web Tables with Multiple Linked Knowledge Bases
• 如何做一个拼写校正器
• N-grams 语言模型与拼写校正
• LDA 数学笔记
• Introduction to LanguageTool
• Seq2Seq (Encoder-Decoder) and Attention Mechanism
• Using Contextual Speller Techniques and Language Modeling for ESL Error Correction | Notes

Tutorials

• 使用 Hexo + Github Pages 搭建独立博客

Practice Range

• Conquer LeetCode
• Conquer LintCode

CS Conference

• AI Conference Deadlines
• Calls For Machine Learning Papers
• Computer Science Conference Rankings

Cheatsheets

• C Cheatsheet
• Vim Cheatsheet
• Terminal Command Lines
• Git Cheatsheet
• Markdown Cheatsheet
• Machine Learning Map