Gavin Hung

machine-learning-visualized. ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

neural-network. Neural Network Implementation using Gradient Descent algorithm, Backpropagation, Linear Algebra, Activation Functions, NumPy, and Matplotlib

gradient-descent. Linear Regression using the Gradient Descent algorithm, NumPy, and Matplotlib

logistic-regression. Logistic Regression implementation with Numpy

pca. Principal Component Analysis implemented in Python and Numpy

perceptron. Perceptron implemented in Python and Numpy and derived in Latex

k-means-clustering. K-Means using the NumPy, SymPy, and Matplotlib

game-of-life. Conway's Game of Life built with React and TypeScript

synopsys-fair-2021. Synopsys Science Fair 2021 - Lightweight Rice plant disease management mobile application using convolutional neural network and leaf color based nitrogen detection

planetary-system-simulation. Orbit simulation of stars, planets, and asteroids using Astroquery, Rebound, and Matplotlib

gpu-inference. Terraform scripts to launch and SSH into GPU instances