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)