josephko91 Goto Github PK

2d-path-finder

Finds the optimal path between origin and destination using search algorithms (i.e., BFS, DFS, A*).

3d-rosette

code to generate 3d rosette mesh objects using python

ae-pytorch-lightning

A Convolutional Autoencoder in PyTorch Lightning

anthropogenic-heat-la

Processing and analysis for Los Angeles anthropogenic heat project.

arcrasterrescue

Extract raster data from ArcGIS/ESRI formats

checkers-ai

An AI agent that will determine the next checkers move, using alpha-beta pruning and minimax.

cm1-viz

Python visualization scripts for CM1 output data

cpi-vae

Unsupervised clustering of ice crystal images

csci596-final-project

first-order-logic-engine

Inference engine using first order logic (FOL).

git-101

short introduction to git/github

hmm

knn

Implementation of k-nearest neighbors algorithm for binary classification.

land-cover-ml

Predicts land cover category from satellite imagery using various supervised machine learning techniques.

link-scraper

Scrapes desired download links and lists them in an output text file.

mcmc-basics

Learning MCMC basics through simple examples.

modis-download

modis-regrid-to-wrf

neural-network-mlp

Implementation of a multilayer perceptron.

plotly-umap-example

simple example of plotting latent manifold scatter plot using umap and plotly express

resnetvae-2024

Variational AutoEncoder + ResNet Transfer Learning (updated to be compatible with latest PyTorch)

sp2-data-load

Parallel data load from raw SP2 files

ucfd

CFD course that I teach in the Chemical Engineering Department at the University of Utah - CHEN6355.