Technologies

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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

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Machine Learning

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

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Deep Learning

• Neural Networks for Face Recognition

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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

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Tutorials

• 使用 Hexo + Github Pages 搭建独立博客

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Practice Range

• Conquer LeetCode
• Conquer LintCode

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CS Conference

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

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Cheatsheets

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