Technologies

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Agentic AI

• Agentic AI 系统中的长期记忆

• AI浪潮下的软件工程师:从”代码工人”到”AI协作者”的范式转移

• LangChain:大语言模型界的 Airflow

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Natural Language Processing

• Entity Linking in Web Tables with Multiple Linked Knowledge Bases (JIST 2016)
• 如何做一个拼写校正器
• Ngrams 语言模型与拼写校正
• LDA 数学笔记
• Using Contextual Speller Techniques and Language Modeling for ESL Error Correction | Notes
• Introduction to LanguageTool
• Seq2Seq (Encoder-Decoder) and Attention Mechanism

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Machine Learning

• 关于人工智能的一些思考
• Machine Learning Crash Course with Tensorflow APIs | Notes
• 交叉验证的原理及实现

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Computer Vision

• Neural Networks for Face Recognition
• Image Data Augmentation for OCR

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Algorithms

• 24 Puzzle Problem
• Million Queens Problem
• Genetic Algorithm for Functional Maximum Problem
• Traversal of Binary Tree

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Web & Tools

• 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