Ziqiang Guan's repositories
deep-face-hashing
Face hashing using neural networks, mapping images to Hamming codes.
dog-breed-classifier
A fun program that uses ResNet-50 with bottleneck features and Haar-Cascade Face Detection to determine dog breed.
conky-config
The Conky config for my personal PopOS rig.
coursera-linear-regression
Coursera machine learning assignment #1, using linear regression
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
game-final
Final project for CMPSCI590G Game Programming
haydn-model
Ensemble of 16 LSTMs to learn the string quartets of Hayden using pseudo Gibbs Sampling
framework-code
Code for Framework TV
kaggle-titanic
Titanic: Machine Learning from Disaster
sc2-master
Cheesiest starcraft 2 agent alive.
text-analyzer
A simple script that takes in a text document and does simple text analysis.
tic-tac-toe
A text-based TicTacToe game that uses minimax algorithm with alpha-beta pruning to ensure the outcome is always either a win or a tie for the computer.
titanic-kaggle
This is an implementation of a naïve approach for the Titanic problem on Kaggle
tmux-config
My own configuration and cheatsheet for tmux, feel free to copy and make suggestions.
UltimateCountdown
A MacOS app that keeps a list of events and tasks with a countdown timer.
vim-config
My own configuration and cheatsheet for vim, feel free to copy and make suggestions.