ft_linear_regression

The first machine learning project at 42.

Goal

Predict the value of a car according to its mileage (in km), using linear regression.

How to use

# You can directly build
cargo build --release
# Or use the Makefile
make compile-local
# Or use the Makefile and docker
make compile-docker

# I recommend to then launch this command
make symlink

This project contains 3 executables:

• train: train the model, creates thetas.csv & training_results.svg
• estimate: estimate the price of a car, using thetas.csv
• accuracy: prints the MAE, RMSE, RAE, RRSE, but also what I call nMAE & nRMSE