Discover cedrickchee/fastai-course-v3 Open Source project

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

166

knowledge

123

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

data-science-notebooks

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

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

react-typescript-jest-enzyme-testing

TypeScript

saas-starter

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

Real-time Detectron using webcam.

realtime-detectron

LLaMA implementation for HuggingFace Transformers

transformers-llama

You Don't Know Go Yet book.

YDKGo

rnnoise-nodejs

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

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

e-mart

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

pytorch-serving

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

ssd-yolo-retinanet

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

pytorch-lite

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

tch-js

C++

pytorch-mobile-kit

PyTorch Mobile starter kit.

Java

experiments

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

wasserstein-gan

PyTorch implementation of Wasserstein GAN paper

A neural network in 13 lines of Python.

neural-network-in-13-lines

An open source modern Intercom alternative.

openintercom

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

react-18-beta

Painless PostgreSQL Node.js backend with Objection + Knex + Express

painless-pg-node

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

kaggle-facial-detection

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

neocargo

nodejs-in-depth

Master and understand deeper Node.js fundamentals and internals

REST API service using Apache Kafka for event sourcing

kafka-eventsourcing-restapi

hou

Hou 🐒 programming language interpreter and compiler

dawnbench-analysis

DAWNBench analysis of CIFAR-10 time-to-accuracy.

Learn TypeScript in 2021 by reading the Handbook.

learn-ts-handbook

TypeScript

fastai-dl2-2017

My notebooks for fast.ai cutting edge deep learning for coders part 2 2017 course.

A collection of notebooks for engineer practicing machine learning / deep learning through hacking project-based learning.

data-science-hacks

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

feed

myapp

A ruby on rails app experiments

A web app to paste and share snippets of text

snippetbox

min-torrent

Yet another minimalistic torrent client

advent-of-code-2022

Advent of Code (AoC) 2022 in Rust

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

bitcask

My personal migraine log.

migraine_diary

The personal website of Cedric Chee

personal-website

HTML

postgresql-consul-demo

A minimal demo app showing PostgreSQL HA cluster managed by Patroni and Consul in Docker

[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.

squidgame

An app to learn about what's new in Rails 3.2.3 compared to 3.0.10.

rails323_testing

Testing new workstation for rails+git installation

shuttlecock

Badminton news & results

first_app

Super simple todos app. Develop using Rails 3 to learn the changes to Rails 2.3.8.

todos

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

tensorflow-community-builds

rl-algorithms

A collection of Reinforcement Learning algorithms.

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.

amethyst

My digital garden

SCSS

skel

dockerfile-fastai

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

Dockerfile

soshiok

A full stack restaurant app