zachtheyek

Lanczos-Algorithm

An implementation of the standard Lanczos Algorithm to find the m "most useful" eigenvalues of a Hermitian matrix.

Loan-Default-Prediction

EDA on loans & payments datasets for modeling risk of loan default.

CCD-Linearity

Linearity correction calibration procedure for the CCD camera in the Fredonia observatory.

Anime-Rec-Bot

An anime recommendation engine powered by a pairwise similarity backend framework.

autoSETI

Transformer/BERT models trained on the Breakthrough Listen Kaggle dataset.

Core-Fragmentation

Searching for evidence of core fragmentation in early multiple (binary/higher-order) star systems.

Coursework

All the code I write for classes (notes, homeworks, projects, etc.).

Data-Projects

Data projects I'm working on as part of my data science interview prep.

DecisionTreeClassifier

A decision tree built using Hunt's Algorithm, and trained on a binary classification task.

HBC722

Calculating the total circumstellar disk mass of the FU Orionis object HBC722.

MacMiller-NLP

Sentiment analysis performed using a pre-trained BERT model on Mac Miller's complete discography.

MNIST-Classifier

ml-blc1

Applying ML methods to search for additional intermodulation products from blc1 observations.

Name-Guesser

A Twitter bot that attempts to guess the name of any persons' image.

Protostellar-Luminosity

Using radiative transfer models to investigate indirect methods for measuring protostellar luminosity.

StackOverflow-User-Analysis

EDA using BigQuery on the StackOverflow public dataset.

zachtheyek

Config files for my GitHub profile.

zachtheyek.github.io

Personal website/portfolio.