Repository Index

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes.

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

• algorithms
• data-structures
• datastructures
• c

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

• machine-learning
• trading
• investment
• finance

🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.

• shaders
• 3d
• graphics
• panda3d

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

• reinforcement-learning
• book
• courses
• tutorials

Algorithms and Data Structures implemented in Go for beginners, following best practices.

• algorithms
• algorithms-implemented
• data-structures
• datastructures

A collection of ZSH frameworks, plugins, themes and tutorials.

• collection
• awesome-list
• zsh-theme
• zsh-completions

Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation

• adr
• documentation
• teamwork
• architecture-decision-record

Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

An Android app which provides design news & inspiration as well as being an example of implementing material design.

by ex-googlers, for ex-googlers - a lookup table of similar tech & services

• infrastructure
• lookup-table
• management
• devops-tools

https://fmhy.net/

• freemediaheckyeah

📖 Design Patterns implemented in Swift 5.0

• swift
• design-patterns
• good-practices
• computer-science

llama3 implementation one matrix multiplication at a time

TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/

• deep-reinforcement-learning
• reinforcement-learning
• dqn
• ppo

Python Implementation of Reinforcement Learning: An Introduction

• reinforcement-learning
• artificial-intelligence

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

Comprehensive language-agnostic guidelines on variables naming. Home of the A/HC/LC pattern.

• naming
• naming-conventions
• naming-cheatsheet
• cheatsheet

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

• aws
• cloud
• aws-sdk
• aws-cli

A curated list of Site Reliability and Production Engineering resources.

• site-reliability-engineering
• production
• availability
• monitoring