Repository Index

Build a modern LLM from scratch. Every line commented. Explained like we are five.

• attention-mechanism
• deep-learning
• educational
• from-scratch

2018 edition of our front-end development handbook

• handbook
• development-handbook
• learning
• learn

A description of the Erlang Runtime System ERTS and the virtual Machine BEAM.

Full Speed Python: a book for self-learners

• python
• books
• learning-by-doing
• learning-python

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

• phi3
• phi3-testing
• phi3-vision
• phi4

Example code from Learning Spark book

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

• machine-learning
• multivariate-statistics
• pca
• regression

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

• deep-learning
• python3
• dive-into-deep-learning
• tensorflow2

Code accompanying the book "Machine Learning for Hackers"

Open source book dedicated to helping you to make the best possible sourdough bread at home.

• baking
• bread
• cooking
• sourdough

Translated:hammer_and_wrench: :heart: Want to know NixOS & Flakes in detail? Looking for a beginner-friendly tutorial? Then you've come to the right place!

• linux
• nix
• nixos
• nix-flake

Learn how to write webapps without a framework in Go.

• golang
• book
• golang-book
• go

Learning eBPF, published by O'Reilly - out now! Here's where you'll find a VM config for the examples, and more

• ebpf
• ebpf-co-re
• linux-kernel

Contributed code examples from O'Reilly Android Cookbook. See #user-content-table README below!

• android
• m2e
• gradle
• basics

Mostly experiments based on "Advances in financial machine learning" book

Learning Go Book in mmark

• golang
• book
• free
• mmark

TranslatedTeaches you how to get back every cent of your wages, overtime pay, and unused annual leave; how to reconnect your social insurance if it lapses, and what to do about work injury and maternity. When you are being targeted, reassigned, or laid off, you will know how to leave and how to leave no loose ends. 576 pieces of advice, each stating what it costs, what you get in return, and how solid the evidence is; sources cite only the original text of official documents and research literature.

• career
• china
• chinese
• decision-making

Sources codes for: Mastering Python for Finance, Second Edition

• machine-learning
• python
• ai

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

• cognitive-capitalism
• cognitive-science
• economic-models
• ecosystem-modeling

TranslatedThe full book 《你的下一分在哪里：AI 时代的公考备考方法》 ("Where Is Your Next Point: Civil Service Exam Preparation Methods in the AI Era") is free to read, by 卷蜂啦·林照 (Juanfengla Linzhao).

• chinese
• civil-service-exam
• open-book
• study-methods

Source code for the "Backbone.Marionette.js: A Gentle Introduction" book available at https://leanpub.com/marionette-gentle-introduction

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