Andrew Loo's starred repositories
Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
libunistd
Robin Rowe created libunistd, a lightweight Windows POSIX/Pthreads library implementation. If you want to build single codebase C/C++ code to run on Windows, Linux and MacOS, you need this. Write and debug your code in Windows Visual Studio, then deploy on Linux or other UNIX-compatible OS.
d3-flame-graph
A D3.js plugin that produces flame graphs from hierarchical data.
EasyA_Project
SocialFi for video producers
CS-Tech-Resource-Hub
A github of all CS related resources!
perf-ninja
This is an online course where you can learn and master the skill of low-level performance analysis and tuning.
FlameGraph
Stack trace visualizer
end-to-end-negotiator
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
vkinematics
A Verlet integration physics engine in C++.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
stable-retro
Retro games for Reinforcement Learning
chess-deep-rl
Research project: create a chess engine using Deep Reinforcement Learning
Imperial-Computing-Notes
A selection of textbook-like course notes for the Imperial College Computing modules.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
github-profile-summary-cards
A tool to generate your github summary card for profile README
awesome-leetcode-resources
Awesome LeetCode resources to learn Data Structures and Algorithms and prepare for Coding Interviews.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Grokking-the-Coding-Interview-Patterns-for-Coding-Questions
Grokking the Coding Interview: Patterns for Coding Questions Alternative
CtCI-6th-Edition
Cracking the Coding Interview 6th Ed. Solutions
mckl-CPCxMath-competition-solutions
For reference
build-your-own-x
Master programming by recreating your favorite technologies from scratch.