linear_reg_ridge

Linear Regression with Gaussian basis & Ridge regularization

Description

Linear regression with Gaussian basis & Ridge regularization

Requirements

• netcdf
• python netcdf4 library
• python matplotlib library (Draw plot)
• texlive or alternatives (Draw plot)

Build process

# Build
cargo build --release

# Run Single
cargo run --release --bin single

# Run parallel 10 times
cargo run --release --bin par_10

# Draw Single plot
python nc_plot.py

# Draw Parallel plot
python par_nc_plot.py

Result

Single Plot

Parallel Plot