SeanScripts's repositories
some-html5-games
Several games made using HTML5 and JavaScript for some practice
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
music-room
A small room for friends to play music together
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.
k-means-image-compression
Compress images with k-means clustering.
learn-fourier
Simple neural net example to learn a Fourier transform
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.
text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.
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.