Reviewer edits

[yemeen]

Pull Request

closes #81 #84

Summary

Description

GRAPH_ECT RESULTS:

fourier_circle_100_complexity_1:
Baseline ECT: 0.0005s ± 0.0001s
Optimized ECT: 0.0003s ± 0.0001s
Baseline/Optimized: 1.77x

fourier_circle_1000_complexity_1:
Baseline ECT: 0.0169s ± 0.0131s
Optimized ECT: 0.0025s ± 0.0007s
Baseline/Optimized: 6.86x

fourier_circle_100_complexity_3:
Baseline ECT: 0.0020s ± 0.0010s
Optimized ECT: 0.0007s ± 0.0004s
Baseline/Optimized: 2.90x

fourier_circle_1000_complexity_3:
Baseline ECT: 0.0100s ± 0.0030s
Optimized ECT: 0.0024s ± 0.0005s
Baseline/Optimized: 4.09x

fourier_circle_10000_complexity_3:
Baseline ECT: 0.0464s ± 0.0152s
Optimized ECT: 0.0123s ± 0.0022s
Baseline/Optimized: 3.78x

fourier_circle_100000_complexity_5:
Baseline ECT: 0.5119s ± 0.1055s
Optimized ECT: 0.1740s ± 0.0128s
Baseline/Optimized: 2.94x

spiral_1000_complexity_2:
Baseline ECT: 0.0100s ± 0.0026s
Optimized ECT: 0.0021s ± 0.0002s
Baseline/Optimized: 4.68x

lemniscate_1000_complexity_3:
Baseline ECT: 0.0054s ± 0.0032s
Optimized ECT: 0.0021s ± 0.0019s
Baseline/Optimized: 2.53x

star_1000_complexity_5:
Baseline ECT: 0.0033s ± 0.0008s
Optimized ECT: 0.0012s ± 0.0002s
Baseline/Optimized: 2.80x

random_walk_1000_complexity_2:
Baseline ECT: 0.0028s ± 0.0008s
Optimized ECT: 0.0012s ± 0.0003s
Baseline/Optimized: 2.40x

spiral_5000_complexity_3:
Baseline ECT: 0.0430s ± 0.0235s
Optimized ECT: 0.0112s ± 0.0026s
Baseline/Optimized: 3.83x

star_5000_complexity_5:
Baseline ECT: 0.0337s ± 0.0279s
Optimized ECT: 0.0076s ± 0.0021s
Baseline/Optimized: 4.42x

CW_ECT RESULTS:

dirs_8_thresh_10:
Baseline ECT: 0.0001s ± 0.0001s
Optimized ECT: 0.0000s ± 0.0000s
Baseline/Optimized: 1.17x

dirs_36_thresh_36:
Baseline ECT: 0.0001s ± 0.0000s
Optimized ECT: 0.0000s ± 0.0000s
Baseline/Optimized: 1.56x

dirs_360_thresh_360:
Baseline ECT: 0.0004s ± 0.0002s
Optimized ECT: 0.0002s ± 0.0001s
Baseline/Optimized: 1.73x

dirs_1024_thresh_1024:
Baseline ECT: 0.0016s ± 0.0007s
Optimized ECT: 0.0012s ± 0.0001s
Baseline/Optimized: 1.31x

Motivation and Context

How has this been tested?

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Documentation update
• Code refactoring
• Performance improvement
• Test improvement

Checklist

• My code follows the code style of this project. (make clean)
• I have incremented the version number in the pyproject.toml file (if applicable).
• I have added tests to cover my changes (if applicable).
• All new and existing tests passed. (make tests)
• I have updated the documentation (if applicable).
• My changes generate no new warnings.
• I have added any necessary new dependencies to pyproject.toml.

Additional Notes

Screenshots (if applicable)