Classical equations and diagrams in machine learning
Repository Index
85,081 visible repositories in the index
1–24 of 30 · Most stars
Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
Open Source Introductory Systems Programming Textbook for the University of Illinois
Examples of how to create colorful, annotated equations in Latex using Tikz.
Tips for Writing a Research Paper using LaTeX
- latex
- paper
- cvpr
- poster
The book "Performance Analysis and Tuning on Modern CPU"
Open source book dedicated to helping you to make the best possible sourdough bread at home.
- baking
- bread
- cooking
- sourdough
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
List of articles related to deep learning applied to music
- awesome
- awesome-list
- unicorns
- list
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
- machine-translation
- deep-learning
- natural-language-processing
- neural-machine-translation
A Survey of Reinforcement Learning for Large Reasoning Models
- awesome-list
- llm
- reasoning
- rl
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
- machine-translation
- reading-list
A middle-to-high level open source algorithm book designed with coding interview at heart!
- leetcode
- algorithms
- algorithms-and-data-structures
- python
Bayesian Data Analysis course at Aalto
- bayes
- bayesian
- bayesian-data-analysis
- bayesian-inference
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
- community
- data-science
- education
AI Safety HOT: daily AI safety news, papers and incidents in one place — jailbreaks, prompt injection, alignment, evals, governance. Website, daily digest, RSS and MCP.
- ai-alignment
- ai-governance
- ai-safety
- arxiv-papers
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
The English version of 14 lectures on visual SLAM.
Code repository for Think Bayes.
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
a "Proof of Concept or GTFO" mirror with an extensive index with also whole issues or individual articles as clean PDFs.
- pocorgtfo
- magazine
- hacker
《简单粗暴 LaTeX》出版图书开源仓库 | The opensource repo for my published LaTeX book.
- latex
- handbook
- chinese-simplified