Deep Learning Book Chinese Translation
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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
The Linux Kernel Module Programming Guide (updated for 5.0+ kernels)
- linux
- linux-kernel
- linux-kernel-module
- linux-kernel-driver
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
《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
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
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.
《迁移学习简明手册》LaTex源码
- transfer-learning
- domain-adaptation
- tutorial
- awsome
Advanced R: a book
A middle-to-high level open source algorithm book designed with coding interview at heart!
- leetcode
- algorithms
- algorithms-and-data-structures
- python
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
- community
- data-science
- education
Clever Algorithms: Nature-Inspired Programming Recipes
- algorithms
- book
- computational-intelligence
- machine-learning-algorithms
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
The English version of 14 lectures on visual SLAM.
Book source for Controls Engineering in the FIRST Robotics Competition
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
Source code for the book "Game Boy Assembly Programming for the Modern Game Developer"
Common Lisp The Language Second Edition
- book
- common-lisp
- documentation
- lisp