Deep Learning Book Chinese Translation
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The most cited deep learning papers
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
Classical equations and diagrams in machine learning
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
Release repo for our SLAM Handbook
The repository host gives no description.
Examples of how to create colorful, annotated equations in Latex using Tikz.
Tips for Writing a Research Paper using LaTeX
- latex
- paper
- cvpr
- poster
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
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
- machine-translation
- reading-list
:orange_book: The probability and statistics cookbook
- probability
- statistics
- cheatsheet
- cookbook
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.
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
Examples for the usage of LaTeX
- latex
- tex
- tikz
- mathematics
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
- knowledge-embedding
- paper-list
A curated list of resources for the conservation, development, and documentation of low resource (human) languages.
- endangered-languages
- natural-language
- language-resources
- human-language
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
- mlr3
- machine-learning
- book
- bookdown