The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
Repository Index
47,133 repositories indexed
73–96 of 195 · Most stars
TranslatedLean Side Business: How Programmers Can Elegantly Run a Side Business
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
:blue_book: A guided handbook on how to use Babel and how to create plugins for Babel.
- babel
- handbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
PRML algorithms implemented in Python
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
TranslatedHand-written implementations of all the algorithms in Li Hang's book "Statistical Learning Methods" (《统计学习方法》)
- machine-learning-algorithms
- code
- statistical-learning-method
TranslatedKubernetes Architecture and Ecosystem: A Guide to Building Infrastructure from Cloud Native to AI Native
Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec
TranslatedGitHub 漫游指南 (Manyou Zhinan, "Roaming Guide")- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.
Repository for the book "Crafting Interpreters"
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
Main Web Site (Online Books)
- book
- raytracing
- ray-tracing
- markdeep
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
The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.
- book
- learn-typescript
- typescript
- typescript-book
Ansible for DevOps examples.
TranslatedThe Golang standard library. For programmers, the standard library is as important as the language itself. It is like a treasure chest that provides perfect solutions for all kinds of common tasks. This explains the Golang standard library in an example-driven way.
- golang
- standard-golang-library
- linux
- go
Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
Step-by-step guide through the abstract and complex universe of Fragment Shaders.
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming