Cedric Chee (@cedrickchee)
github

cedrickchee

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Top repositories

1

awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
904
star
2

awesome-wireguard

A curated list of WireGuard tools, projects, and resources.
398
star
3

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.
328
star
4

chatgpt-universe

ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs)
288
star
5

capsule-net-pytorch

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Python
166
star
6

knowledge

Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.
123
star
7

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.
C++
103
star
8

data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Jupyter Notebook
87
star
9

react-typescript-jest-enzyme-testing

Testing React.JS + TypeScript component with Jest and Enzyme. A simple example for reference.
TypeScript
52
star
10

saas-starter

Everything you need to get your next Unicorn-For-X startup off the ground.
JavaScript
43
star
11

realtime-detectron

Real-time Detectron using webcam.
Python
41
star
12

transformers-llama

LLaMA implementation for HuggingFace Transformers
Python
25
star
13

YDKGo

You Don't Know Go Yet book.
Go
24
star
14

rnnoise-nodejs

Node.js bindings to Xiph's RNNoise denoising C library
Rust
17
star
15

e-mart

Open source full stack React and Next.js online mart complete with shopping cart and real credit checkout.
JavaScript
16
star
16

pytorch-serving

[UNMAINTAINED] A starter pack for creating a lightweight responsive web app for Fast.AI PyTorch models.
Python
16
star
17

ssd-yolo-retinanet

Multi-class object detection pipeline—Single Shot MultiBox Detector (SSD) + YOLOv3 (real-time) + focal loss (RetinaNet) + Pascal VOC 2007 dataset
Python
16
star
18

pytorch-lite

[Deprecated] PyTorch Lite is a lightweight machine learning framework for on-device mobile inference.
Jupyter Notebook
14
star
19

tch-js

A JavaScript and TypeScript port of PyTorch C++ library (libtorch) - Node.js N-API bindings for libtorch.
C++
9
star
20

pytorch-mobile-kit

PyTorch Mobile starter kit.
Java
8
star
21

experiments

A collection of little snippets of programs I write when I test out ideas. A code "playground".
Go
8
star
22

wasserstein-gan

PyTorch implementation of Wasserstein GAN paper
Jupyter Notebook
6
star
23

neural-network-in-13-lines

A neural network in 13 lines of Python.
Python
6
star
24

openintercom

An open source modern Intercom alternative.
JavaScript
5
star
25

react-18-beta

React 18 Beta (Suspense, concurrent rendering, HTTP streaming, Server Components) + Next.js 12.0.4 demo & benchmark (performance & UX)
JavaScript
5
star
26

painless-pg-node

Painless PostgreSQL Node.js backend with Objection + Knex + Express
JavaScript
4
star
27

fastai-course-v3

My notebooks for the 3rd edition of course.fast.ai - coming in 2019
Jupyter Notebook
4
star
28

kaggle-facial-detection

Facial keypoints detection challenge tutorial and solution for Singapore Kaggle ML Challenge meetup.
Jupyter Notebook
3
star
29

neocargo

neoCargo microservices in Go with PostgreSQL, MongoDB, Terraform, Google Kubernetes Engine, and CircleCI
Go
3
star
30

nodejs-in-depth

Master and understand deeper Node.js fundamentals and internals
JavaScript
3
star
31

dawnbench-analysis

DAWNBench analysis of CIFAR-10 time-to-accuracy.
Jupyter Notebook
2
star
32

kafka-eventsourcing-restapi

REST API service using Apache Kafka for event sourcing
Go
2
star
33

hou

Hou 🐒 programming language interpreter and compiler
Go
2
star
34

myapp

A ruby on rails app experiments
Ruby
2
star
35

snippetbox

A web app to paste and share snippets of text
Go
2
star
36

learn-ts-handbook

Learn TypeScript in 2021 by reading the Handbook.
TypeScript
2
star
37

fastai-dl2-2017

My notebooks for fast.ai cutting edge deep learning for coders part 2 2017 course.
Jupyter Notebook
2
star
38

data-science-hacks

A collection of notebooks for engineer practicing machine learning / deep learning through hacking project-based learning.
Jupyter Notebook
2
star
39

feed

A feed of things I'm reading and will read. It's sort of like bookmarks or favorites.
2
star
40

min-torrent

Yet another minimalistic torrent client
Go
2
star
41

advent-of-code-2022

Advent of Code (AoC) 2022 in Rust
Rust
2
star
42

migraine_diary

My personal migraine log.
Ruby
1
star
43

bitcask

My key/value store (embedded database) solution for PingCAP training courses
Rust
1
star
44

personal-website

The personal website of Cedric Chee
HTML
1
star
45

postgresql-consul-demo

A minimal demo app showing PostgreSQL HA cluster managed by Patroni and Consul in Docker
Python
1
star
46

rails323_testing

An app to learn about what's new in Rails 3.2.3 compared to 3.0.10.
Ruby
1
star
47

first_app

Testing new workstation for rails+git installation
Ruby
1
star
48

rl-algorithms

A collection of Reinforcement Learning algorithms.
Jupyter Notebook
1
star
49

tensorflow-community-builds

TensorFlow prebuilt binary (Python wheels) from source by the community.
1
star
50

shuttlecock

Badminton news & results
1
star
51

todos

Super simple todos app. Develop using Rails 3 to learn the changes to Rails 2.3.8.
Ruby
1
star
52

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.
Rust
1
star
53

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.
Go
1
star
54

amethyst

My digital garden
SCSS
1
star
55

dockerfile-fastai

Dockerfile for building NVIDIA CUDA image for PyTorch 1.0 and fastai 1.0 deep learning
Dockerfile
1
star
56

soshiok

A full stack restaurant app
JavaScript
1
star