tdpeuter/2026SEL3-project-Brittle_Star_Controller_Modularity
tdpeuter/2026SEL3-project-Brittle_Star_Controller_Modularity
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2026SEL3-project-Brittle_St.../scripts/analysis/README.md

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Experiment Analysis Tools

This directory contains scripts for post-processing and analyzing experiment results, including TensorBoard logs and saved model weights.

Scripts

1. explore_tensorboard.py

A CLI tool to summarize TensorBoard tfevents files without a GUI.

Key Features:

  • Displays last values, min, max, and step counts for all scalar metrics.
  • Calculates total run duration and estimated completion percentage.
  • Exports granular scalar data to CSV for analysis in Excel/Pandas.

Usage:

# General usage
python explore_tensorboard.py <run_directory>

# Exporting data
python explore_tensorboard.py <run_directory> --csv data.csv

Requirements:

  • pandas
  • tensorboard
  • tensorflow-cpu (or tensorflow)