Hung V Ngo's repositories
differential-neural-network
Implement plain neural network Pytorch to learn mapping of a differential equation system such as Reaction Diffusion system, Lorenz system
Fourier-transform-localization
This paper illustrates an introduction to Fourier transform and its application to engineering fields, including an application to time-frequency analysis and feature extraction. This paper demonstrates the denoising ability of Fourier transform through an application in detecting a marble’s location inside a dog’s intestine through ultrasound data (fake data).
mnist-lasso-regression
MNIST classification and feature extraction with Lasso regression
Principal-Component-Analysis
This paper illustrates an overview of principal component analysis and dimensional reduction to perform better data analysis. This technique allows us to extract hidden features from large amount of data by analyzing variances among variables and linearly transform original data to a new orthogonal coordinate system to discover insights. This paper demonstrates an application of principal component analysis by detecting harmonic oscillation movement in a spring-mass system data.
react-vega
Convert Vega spec into React class conveniently
recommending-service-flask
A recommending service built with Flask application and TFIDF word vectorizer and apply various classification algorithms such as cosine similarity, SVM, neural nets and random forest
resume-parser
A Simple NodeJs library to parse Resume / CV to JSON.
Tetris-Game-Ruby
Tetris game desktop application with Ruby, developed with Tkinter
editor-backend
Backend for the Vega Editor
HMM-Part-Of-Speech
Implementation of Hidden Markov Model for Part of Speech tagging (supervised and semi-supervised learning)
hungngo97
Personal README
NER-Perceptron
Named Entity Recognition with Structured Perceptron
Network-Graphical-Dependencies
Implemented various clustering techniques and regression tools to examine the relationship between company's stock performance vs the overall market from SP500 with temporal sentiment score of companies.
rdt-capture
Image capture and interpretation of Rapid Diagnostic Test results using OpenCV and machine learning techniques
resumeparser
Resumeparser
SoundWatchPlayground
SoundWatchPlayground
wear-os-samples
Multiple samples showing best practices in app and watch face development on Wear OS.