Samuel Ng's Projects
static personal website
Simple convolution neural network to classify handwirtten digits of MNIST dataset
Archive of CS50x 2021 lab and assignments
A forum application built by Python Django and React.js
for learning purpose
Django webapp eBay-like e-commerce auction site
πβ¨ Help beginners to contribute to open source projects
Front-end for Google Search, Google Image Search, and Google Advanced Search
WordPress docker-compose stack with Grafana
My solution for Java Programming: Solving Problems with Software offered by Duke University via coursera.
LED-to-Smartphone Visible Light Communication System based on Arduino and OpenCV library
Python implementation of Naive Bayes Classifier
Naivecoin: a tutorial for building a cryptocurrency
Flask webapp Newegg Price Tracker
Pathfinding Visualizer
Archive of Princeton Algorithm Part I course assignment
Pytorch implementation of the Graph Attention Network with visualizations
My implementation of the original GAT paper (VeliΔkoviΔ et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
The noteapp is written for learning purpose. The original repository is in https://github.com/divanov11/notes-app.
Django webapp single-page email application
Config files for my GitHub profile.
Django webapp social network website
Archive
Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).
2800.HK Stock Price Prediction by Bi-directional LSTM
Tour booking app built by Node.js, Express.js and MongoDB
Django webapp wikipedia-like online encyclopedia