Cedric Chee

awesome-wireguard. A curated list of WireGuard tools, projects, and resources.

awesome-transformer-nlp. A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

awesome-ml-model-compression. Awesome machine learning model compression research papers, quantization, tools, and learning material.

chatgpt-universe. ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs)

capsule-net-pytorch. [NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

YDKGo. You Don't Know Go Yet book.

knowledge. Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.

pytorch-android. [EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

data-science-notebooks. Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

saas-starter. Everything you need to get your next Unicorn-For-X startup off the ground.

vibe-jet. A browser-based 3D multiplayer flying game with arcade-style mechanics, created using the Gemini 2.5 Pro through a technique called "vibe coding"

react-typescript-jest-enzyme-testing. Testing React.JS + TypeScript component with Jest and Enzyme. A simple example for reference.

realtime-detectron. Real-time Detectron using webcam.

transformers-llama. LLaMA implementation for HuggingFace Transformers

llama. Inference code for LLaMA 2 models

rnnoise-nodejs. Node.js bindings to Xiph's RNNoise denoising C library

e-mart. Open source full stack React and Next.js online mart complete with shopping cart and real credit checkout.

ssd-yolo-retinanet. Multi-class object detection pipeline—Single Shot MultiBox Detector (SSD) + YOLOv3 (real-time) + focal loss (RetinaNet) + Pascal VOC 2007 dataset

tch-js. A JavaScript and TypeScript port of PyTorch C++ library (libtorch) - Node.js N-API bindings for libtorch.

pytorch-serving. [UNMAINTAINED] A starter pack for creating a lightweight responsive web app for Fast.AI PyTorch models.

pytorch-lite. [Deprecated] PyTorch Lite is a lightweight machine learning framework for on-device mobile inference.

pytorch-pretrained-BERT. PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

neural-network-in-13-lines. A neural network in 13 lines of Python.

experiments. A collection of little snippets of programs I write when I test out ideas. A code "playground".

pytorch-mobile-kit. PyTorch Mobile starter kit.

wasserstein-gan. PyTorch implementation of Wasserstein GAN paper

skel. Skel is an idiomatic and flexible code structure for REST API project - practical code patterns and best practices for building (developing, managing, and deploying) APIs in Go.

hou. Hou :monkey: programming language interpreter and compiler

appflowy. AppFlowy is an open-source alternative to Notion. You are in charge of your data and customizations. Built with Flutter and Rust.

min-torrent. Yet another minimalistic torrent client

react-18-beta. React 18 Beta (Suspense, concurrent rendering, HTTP streaming, Server Components) + Next.js 12.0.4 demo & benchmark (performance & UX)

openintercom. An open source modern Intercom alternative.

painless-pg-node. Painless PostgreSQL Node.js backend with Objection + Knex + Express

neocargo. neoCargo microservices in Go with PostgreSQL, MongoDB, Terraform, Google Kubernetes Engine, and CircleCI

baselines. OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

fastai-course-v3. My notebooks for the 3rd edition of course.fast.ai - coming in 2019

tensorflow2-yolo-v3. YOLO version 3 implementation in TensorFlow 2

taijios. TaijiOS is a hobby operating system written from scratch in Rust for learning systems programming. It's my own OS that attempts to bring back the "P" in PC. Design goals: minimal, modular, reliable, and safe.

fastai-part2. My codes for fast.ai's Practical Deep Learning for Coders Part 2 course

vid2vid. Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

squidgame. [WIP] Red Light, Green Light game inspired by Squid Game implemented in Rust, TypeScript & WebSocket. Play in your browser, multiplayer (at least 2 players), and tiny.

kaggle-facial-detection. Facial keypoints detection challenge tutorial and solution for Singapore Kaggle ML Challenge meetup.

nodejs-in-depth. Master and understand deeper Node.js fundamentals and internals

snippetbox. A web app to paste and share snippets of text

cursor-ai-codex. AI Codex: the self-improving system for Cursor AI code editor

feed. A feed of things I'm reading and will read. It's sort of like bookmarks or favorites.

cheatsheets. Community-sourced cheatsheets

learn-ts-handbook. Learn TypeScript in 2021 by reading the Handbook.

postgresql-consul-demo. A minimal demo app showing PostgreSQL HA cluster managed by Patroni and Consul in Docker

awesome-go. A curated list of awesome Go frameworks, libraries and software

cedricchee.com. The personal website of Cedric Chee, built with Rust and Zola

go-parkinglot. Go solution for parking lot algorithm and design problem

ranger-optimizer. Ranger - a synergistic optimizer using RAdam (Rectified Adam) and Lookahead in one codebase

pytorch-mobile-android. PyTorch Mobile: Android examples of usage in applications

The-Pragmatic-Programmer. Summary of the book The Pragmatic Programmer by Andrew Hunt and David Thomas

kafka-eventsourcing-restapi. REST API service using Apache Kafka for event sourcing

Rust-Full-Stack. Easily testable and working Rust codes with blog posts to explain them.

soshiok. A full stack restaurant app

bitcask. My key/value store (embedded database) solution for PingCAP training courses

amethyst. My digital garden