MUGA LAB Undergraduate Research – Reports Directory
MUGA LAB Undergraduate Research – Reports Directory
This directory contains all automatically generated outputs from the MUGA LAB Undergraduate Research Experimental Pipeline, including calibration, distillation, and cross-architecture analyses.
These reports are exported automatically by the experiment scripts
(e.g., 04_cross_architecture_eval.py
, 05_calibration_summary.py
)
and are designed for direct inclusion in thesis documents (LaTeX tables, CSV summaries).
Directory Overview
Folder / File | Description |
---|---|
tables/ |
Contains LaTeX-formatted tables for inclusion in the Results chapter (e.g., cross_architecture_eval_table.tex ). |
summary/ |
Contains aggregate summaries in both CSV and LaTeX formats (e.g., calibration_summary.csv , calibration_summary.tex ). |
README.md |
This documentation file. |
Generated Artifacts
Source Script | Output File | Description |
---|---|---|
04_cross_architecture_eval.py |
tables/cross_architecture_eval_table.tex |
LaTeX table comparing accuracy and calibration metrics across Baseline, Calibrated, and Distilled models. |
05_calibration_summary.py |
summary/calibration_summary.csv , summary/calibration_summary.tex |
Aggregated statistics (mean ± std) of all experiments across random seeds. |
utils/seed_sensitivity_utils.py |
summary/seed_sensitivity_results.csv |
Multi-seed reproducibility and sensitivity analysis results. |
Thesis Integration Guide
These files are designed for direct LaTeX import in undergraduate thesis documents.
Example:
\input{reports/tables/cross_architecture_eval_table.tex}