Titanic ML Playground

Codebase to practice Linear and Logistic Regression using scikit and the Titanic dataset.

Goals

• Linear Regression w scikit
• Logistic Regression w scikit

To Do

• Make conda env
  • Use environment.yml file, see if that resolves requirement.txt issues as well as something like poetry or pixi (Not doing this)
  • Python version? (3.12.7)
• Install packages
  • Scikit
  • Other? See as you go
• Add dataset
• Find better dataset for linear regression (titanic good for logistic regression)
• Use sk-learn to run linear regression on dataset

Notes & Tips

• sklearn has california housing dataset (backup lin. reg)

Dataset

Titanic