Probability Theory and Mathematical Statistics Tutorial

🔒 A compiled checklist of 300+ tips for protecting digital security and privacy in 2024

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

高性能并行编程与优化 - 课件

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫、百度贴吧帖子 ｜ 百度贴吧评论回复爬虫 | 知乎问答文章｜评论爬虫

an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search

Focus on Database kernel Development, include Basic Skill Content.

faiss wiki in chinese.

Benchmark of Nearest Neighbor Search on High Dimensional Data

Benchmarks of approximate nearest neighbor libraries in Python

similarity join and search algorithms for edit distance and jaccard

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

Focus on Database kernel Development, include Basic Skill Content.

机器学习算法的公式推导以及numpy实现

A Chinese Translation of the Resources for Duke University STA 663 杜克大学计算机统计学（Python）全部内容的中文翻译

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

机器学习笔记

MIT 18.06 线性代数笔记

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

A textbook with a brand new style on gravity field theory. [in Chinese]

My personal notes

A curated, but incomplete, list of data-centric AI resources.