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Kaggle Spaceship Titanic - Top 1% Solution

This is my solution to Kaggle's Spaceship Titanic machine learning classification challenge.

It has a public score of 0.81529, making it a top 1% solution by a wide margin among over 2000 participants.

Leaderboard at 2022-10-10

Usage

# Install dependencies using poetry
poetry install

# Run main.py in the poetry managed virtual environment 
bin/main