Repository Index

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

• artificial-intelligence
• cloud-ml
• computer-systems
• courseware

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

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.

• mobile-app
• pentesting
• android-application
• ios-app

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

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

• numpy
• python
• linear-algebra
• data-science

🏊 Dive into ES6 and the future of JavaScript

• javascript
• book
• book-series
• es6

A practical guide to building enterprise AI agents across their full lifecycle.

Practical Gremlin - An Apache TinkerPop Tutorial

• graph-database
• gremlin
• tinkerpop
• gremlin-console

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

Statistical Analysis of Network Data with R, 2nd Edition

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

• riemann-solver
• python
• jupyter-notebook
• book

Evidence archive for Jesus of Nazareth: research dossier (PDF), New Testament, gnostic and extracanonical gospels, church fathers, ancient witnesses, Roman legal documents, archaeology, and all 238 cited references — searchable reader at https://sybil-solutions.github.io/all-historical-evidence-of-jesus-christ/

Source code of the Theoretical Physics Reference online book

• theoretical-physics
• reference
• book
• physics

Example source code for the Practical Crypto with Go book.

A comprehensive guide to debugging tools for modern, complex front-end applications. This handbook provides practical, real-world guidance on a complete suite of tools, from Chrome DevTools and framework extensions to integrated IDE debuggers.

• chrome-devtools
• chrome-devtools-mcp
• react-devtools
• redux-devtools

open source E-book on statistical physics

• statistical-physics
• statistical-mechanics

Add syntax highlighting and other goodies to Practical Common Lisp by Peter Seibel.

A book that demonstrates how to perform typical table data operations using PRQL and DuckDB.

• dplyr
• duckdb
• polars
• prql

Software libraries for solving models described in Mathematical GeoEnergy (Wiley, 2018)