Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Python best practices guidebook, written for humans.
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
TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!
Mostly adequate guide to FP (in javascript)
- javascript
- functional-programming
- tutorial
- reactive-programming
Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.
- book
- javascript
- functional-programming
- training-materials
The Data Engineering Cookbook
- data-engineer
- data-engineering
- big-data
- best-practices
Rust By Practice will evolve into Origin.
- rust
- practice
- example
- exercise
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
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
- haskell
- category-theory
- functional-programming
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
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
JavaScript interview Questions
- interview-questions
- javascript
- javascript-interview-question
- javascript-functions
Introduction to Autonomous Robots
🏊 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.
Selection of projects accompanying the iOS8-Day-by-Day blog series
Introduction to Semiconductor Manufacturing
- manufacturing
- semiconductor
XML sources of SICP and SICP JS, and support for generating Interactive SICP JS, PDF, e-book and comparison editions
- javascript
- textbook
- source-academy
- sicp
Practical Gremlin - An Apache TinkerPop Tutorial
- graph-database
- gremlin
- tinkerpop
- gremlin-console
Code samples for Functional Programming in C#