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fwe

https://github.com/brennanlives/fwe

Science Score: 44.0%

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Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: brennanlives
  • License: other
  • Language: Shell
  • Default Branch: main
  • Size: 275 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 9 months ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

Examples for Fractal-Weighted Efficiency (FWE)

Fractal-Weighted Efficiency (FWE) · companion repository

Repository for “Fractal-Weighted Efficiency: A Scale-Agnostic Metric Linking Energy and Structure” (O’Rear et al., 2025).
Clean code, processed tables, and lightweight toy data reproduce every figure and numerical example in the manuscript.

1 Overview

This repo contains only:

| folder | contents | |--------|-----------| | data/raw/ | small public-domain source files or 1-line stub files that point to large external downloads (MLPerf power logs, light-sheet image stacks, …) | | data/processed/ | cleaned CSVs & figures ready for plotting / statistics | | scripts/ | single-run CLI tools that build the paper’s tables | | notebooks/ | step-by-step Jupyter notebooks for each illustrative example | | docs/ | PDF of the paper and supplementary diagrams |

Large binaries are not tracked in Git.
Run scripts/get_large_data.sh to fetch them on-demand.

2 Quick start

```bash

1 create the environment

conda env create -f environment.yml # Python 3.10, pandas, scikit-image … conda activate fwe

2 rebuild one example table

python scripts/computeetaedge.py # reproduces Table 8, writes data/processed/…

3 interactive exploration

jupyter lab # open notebooks/ for walk-throughs

8ac4732 (Clean README; prune temporary folders)

Owner

  • Name: Brennan O'Rear
  • Login: brennanlives
  • Kind: user
  • Location: New York

nerd; keen on systems sciences

Citation (CITATION.cff) 

cff-version: 1.2.0
title: "FWE_examples: Supplementary code and data"
authors:
  - family-names: O'Rear
    given-names: Brennan
date-released: 2025-05-18
version: "1.0"
license: MIT
repository-code: https://github.com/brennanlives/FWE_examples

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Dependencies

requirements.txt pypi
  • matplotlib >=3.8
  • numpy >=1.26
  • pandas >=2.2
  • scikit-learn >=1.5
  • tifffile >=2024.8