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/.
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Release repo for our SLAM Handbook
Open Source Introductory Systems Programming Textbook for the University of Illinois
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Must-read papers on network representation learning (NRL) / network embedding (NE)
- network-embedding
- paper-list
Bayesian Data Analysis course at Aalto
- bayes
- bayesian
- bayesian-data-analysis
- bayesian-inference
Repo for Yale Applied Empirical Methods PHD Course
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
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
The English version of 14 lectures on visual SLAM.
A compilation of the best multi-agent papers
- agents
- attention
- autonomous-agents
- llms
Deep Learning Papers on Medical Image Analysis
- deep-learning
- medical-imaging
- medical-informatics
- awesome-list
A book about compiling Racket and Python to x86-64 assembly
Course notes for CS224N Winter17
A comprehensive collection of IQA papers
- image-quality-assessment
- iqa
- iqa-dataset
- blind-image-quality-assessment
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
- knowledge-embedding
- paper-list
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills