This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
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Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.
- book
- javascript
- functional-programming
- training-materials
Companion webpage to the book "Mathematics For Machine Learning"
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖
Python Implementation of Reinforcement Learning: An Introduction
A free book that talks about design patterns/techniques used while developing with React.
- react
- data-flow
- dependency
- injection
The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWASP Mobile Security Weakness Enumeration (MASWE) weaknesses, which are in alignment with the OWASP MASVS.
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
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
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
- haskell
- category-theory
- functional-programming
An open access book on scientific visualization using python and matplotlib
- python
- matplotlib
- dataviz
- scientific-publications
Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec
An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/
- basic-computer-games
- classic-game
- basic
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Thoughts on Go performance optimization
- optimization
- performance
- performance-optimization
- performance-analysis
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
JavaScript interview Questions
- interview-questions
- javascript
- javascript-interview-question
- javascript-functions
HTML5/EPUB3 version of SICP
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
Introduction to Autonomous Robots