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
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
Classical equations and diagrams in machine learning
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
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
The repository host gives no description.
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
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
Pen and paper exercises in machine learning
- exercises-solutions
- machine-learning
- mathematics
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
Must-read papers on network representation learning (NRL) / network embedding (NE)
- network-embedding
- paper-list