Description

Code to conduct experiments for the paper Regularization and acceleration of Gauss-Newton method.

Overview

• run_experiments.py — main script to perform experiments;
• oracles.py — contains classes for optimization criteria;
• opt_utils.py — auxiliary functions for optimizers;
• optimizers.py — contains Gauss-Newton optimization algorithms;
• benchmark_utils.py — routines for designed experiments;
• plotting.py — routines for plotting results;
• print_time.py — routines for registering time measurements;

Print help to list all hyperparameters of the experiments:

    python run_experiments.py -h

Run the following command to obtain all experiment data in current directory:

    python run_experiments.py