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autoencoder

Testing out various things related to autoencoder neural networks. Some examples are learning principal component analysis and denoising.

dfcx-airlines

A node server for a fictional airline company to interact with a Dialogflow CX chatbot. Requirement for a job application...

dfcx-tictactoe

Node server hosted on Heroku for Dialogflow CX to play tic-tac-toe. Designed to get around a major limitation where DFCX will say the program is in an infinite loop if there are too many logical steps in a row without user input.

digit-recognizer

Recognize handwritten digits from the MNIST dataset

geoschedules-demo

Demo for a class project, Geoschedules, which does scheduling with geolocation. The database is fixed for the demo, so it doesn't let you add schedules yet, and only has the check-in/check-out functionality.

graph-backprop

Simple implementation of network backpropagation on a graph

hex-dungeon

k-means-image-compression

Compress images with k-means clustering.

learn-fourier

Simple neural net example to learn a Fourier transform

music-room

A small room for friends to play music together

nlp-getting-started

For the NLP Getting Started Kaggle competition

orbit-calculator

Calculate some simple properties of orbits

simple-stratego

This is a Java project I threw together in a few hours when a friend of mine said he wanted to play Stratego. It's functional, but I'm not really a graphic designer, so the graphics and animations are very simple.

some-html5-games

Several games made using HTML5 and JavaScript for some practice

text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.

tic-tac-toe-reinforcement-learning

A simple python implementation of a tic tac toe "AI" developed through reinforcement learning. With only a short training time, it learns something close to the optimal strategy, but in this simple game, it is possible to hard-code an opponent with the optimal strategy. This was a fun project that I did to try to better understand one specific type of reinforcement learning.

us-bird-songs

Recognize United States bird songs.

word-unscramble

A short Java program to find all the words that can be formed from a set of letters. Made to help solve a particular puzzle app.