Cedric Chee

awesome-transformer-nlp

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

1018 stars

awesome-ml-model-compression

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

441 stars

capsule-net-pytorch

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

Python • 167 stars

knowledge

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

123 stars

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 stars

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 • 91 stars

saas-starter

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

JavaScript • 58 stars

react-typescript-jest-enzyme-testing

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

TypeScript • 49 stars

realtime-detectron

Real-time Detectron using webcam.

Python • 40 stars

e-mart

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

JavaScript • 18 stars

ssd-yolo-retinanet

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

Python • 17 stars

pytorch-lite

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

Jupyter Notebook • 14 stars

neural-network-in-13-lines

A neural network in 13 lines of Python.

Python • 8 stars

pytorch-mobile-kit

PyTorch Mobile starter kit.

Java • 8 stars

experiments

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

Go • 7 stars

wasserstein-gan

PyTorch implementation of Wasserstein GAN paper

Jupyter Notebook • 7 stars

dockerfile-fastai

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

Dockerfile • 1 star

tensorflow-community-builds

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

1 star

rust-webserver

[EXPERIMENTAL] Simple multi-threaded web server with a thread pool & graceful shutdown

Rust