Repository Index

YSDA course in Natural Language Processing

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

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.

• book
• learn-typescript
• typescript
• typescript-book

Translated:octocat:The most comprehensive repository of front-end resources on GitHub (including front-end learning, development resources, job interviews, etc.)

• javascript
• frontend
• resume
• interview

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

TensorFlow tutorials and best practices.

• tensorflow
• neural-network
• deep-learning
• machine-learning

TensorFlow examples

• tensorflow
• tensorflow-examples

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

Toturials coming with the "data science roadmap" picture.

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

Step-by-step guide through the abstract and complex universe of Fragment Shaders.

• shaders
• shader
• glsl
• glsl-shaders

A Collection on all Jetpack compose UI elements, Layouts, Widgets and Demo screens to see it's potential

• jetpack
• jetpack-compose
• compose
• android

One webpage for every book ever published!

• internet-archive
• open-source
• books
• library-catalogue

A course in reinforcement learning in the wild

• reinforcement-learning
• course-materials
• deep-learning
• deep-reinforcement-learning

Book of Elementary Functional Algorithms and Data structures

• algorithms
• haskell
• functional-programming

Simple tutorials using Google's TensorFlow Framework

A curated list of fuzzing resources ( Books, courses - free and paid, videos, tools, tutorials and vulnerable applications to practice on ) for learning Fuzzing and initial phases of Exploit Development like root cause analysis.

• awesome-list
• awesome
• fuzzing
• fuzzing-framework

Angrave's Crowd-Sourced System Programming Book used at UIUC

From the basics to slightly more interesting applications of Tensorflow

Translated:books: 《Go语言定制指南》 (Go Language Customization Guide) (formerly titled: Introduction to Go Syntax Trees / Open-Source Free Book / Advanced Go / Mastering Abstract Syntax Trees / Go Language AST)

• go
• golang
• ast
• book

TranslatedA beginner's guide to FDE (Forward Deployed Engineer) from scratch (based on the framework of Fan Bing's original book 增长黑客 (Growth Hacker, "Growth Hacking"))