Coding Projects

Vibrav

Repository: herbertludowieg/vibrav

Documentation: https://herbertludowieg.github.io/vibrav

Overview

A robust library for scientists that are looking to perform calculations of vibronic effects in molecules via a central finitie difference approach.

ML-projects

Repository: herbertludowieg/ml-projects

Documentation: https://herbertludowieg.github.io/ml-projects

Overview

A small collection of personal machine learning projects aimed to be more of a tutorial using common practices in the field of data analytics.

Current Implementations

1. Linear regression analysis on the housing data set from Ames, Iowa.

   • Performed data preprocessing on the data set from Kaggle

   • Used a collection of linear regression models found in scikit-learn

     • Ordinary Least Squares

     • Ridge regression with cross-validation

     • LASSO with cross-validation

     • Elastic Net with cross-validation

2. Logistic Regression (Coming Soon)