Austin Guo's repositories
DeepChainsmokers
Deep Learning Music Generation Project in Python and TF-Keras. We investigated LSTM architecture and preprocessing technique to generate music in the style of EDM, Folk, and Rock music genres.
SoundSpot-LAHacks3.0
2nd place overall at LAHacks 2017. Soundwave-based file transfer application that allows singular beacon device to transmit data packets to multiple slave devices simultaneously.
DJSetMatcher
Python Flask app using a modified k-nearest neighbors approach to construct optimal DJ set from playlist
AstroBlasters
A WebGL Space Invaders type game serving tribute to the legendary classic "Africa" by Toto.
BluetoothRSSIReceiver
Initiating device discovery and receiving device name and RSSI from remote device
Machine-Learning-Solutions
My exercises for Coursera's offering of Stanford's Machine Learning course. Solutions are meant to be for inspiration only and copying is at your own risk.
CS31-Project-3-Electoral-Engineering
At various times during a presidential campaign, polls are conducted in various states to predict which party's candidate will win that state's electoral votes. The data from the polls is encoded in a string that this program processes and determines which state has how many electoral votes and which parties they go to.
CS31-Project-4-Ask-Your-Boss-For-Arrays
Implementing a Method Library for Arrays
CS31-Project-5-I-Can-t-Get-No-Satisfaction
There's a world of web pages out there, and people like to have a way to find the ones that are interesting to them. One way to do this involves specifying a set of rules that can be applied to the text of each page; those pages that satisfy the rules to the highest degrees should be the ones that are most interesting. This project determines how many rules are satisfied to rank web pages satisfaction.
Hangman-AI
A basic Hangman AI I developed in my sophomore year.
LAHacks3-looksgood
LAHAcks3.0 supporting repository made in a state of sleep deprivation while debugging in the hours between dawn and dusk.
rest
Honorable mention in Anderson Product Innovation Challenge 2018 https://apic-ucla.com/. Rest is the go-to platform for planning all financial aspects of your life offered as a brand new benefit offering to employees that will change that will change the dynamic of how we plan our lives.
SquaresGame
Test build of a squares game
tglinternational
TGL International Website
UCLA_CS131_W2018
My solutions to labs and homework assignments in the Winter 2018 installation of UCLA's CS 131 course. Instructor Professor Paul Eggert and TA Brett Chalabian.
UPE_Spring18_CodingChallenge
Hangman web service supporting 100+ simultaneous and isolated games of Hangman at a time. Built using Node.js with an nginx reverse proxy and deployed in a Docker container on an AWS EC2 instance.