The most cited deep learning papers
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Bootstrap yourself to write an OS from scratch. A book for self-learner.
An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.
- cuda
- hgemm
- cuda-kernels
- cuda-toolkit
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
- haskell
- category-theory
- functional-programming
A curated list of awesome neural radiance fields papers
- nerf
Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
Release repo for our SLAM Handbook
Open Source Introductory Systems Programming Textbook for the University of Illinois
Open source book dedicated to helping you to make the best possible sourdough bread at home.
- baking
- bread
- cooking
- sourdough
List of articles related to deep learning applied to music
- awesome
- awesome-list
- unicorns
- list
It is open source ebook about TensorFlow kernel and implementation mechanism.
《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
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
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
Repo for Yale Applied Empirical Methods PHD Course
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
Clever Algorithms: Nature-Inspired Programming Recipes
- algorithms
- book
- computational-intelligence
- machine-learning-algorithms