GitSocial · Repository PassportPARTIAL · 2026-09-30Z

Car-Value-Decomposition-Theory AmirhosseinHonardoust · PARTIAL

This article explores the theory behind explainable car pricing using value decomposition, showing how machine learning models can break a predicted price into intuitive components such as brand premium, age depreciation, mileage influence, condition effects, and transmission or fuel-type adjustments.

github.com/AmirhosseinHonardoust/Car-Value-Decomposition-Theory · ★ 17 · Forks 0 · Size 7.4 MB

SUMMARY

Technologies 13
Scored 10
Observed 10
Practices 6
Evidence 15
Skips 3

COVERAGE

Analyzed 41 files · 76 commits · 0 API calls

TECHNOLOGIES & DEPTH

Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
4 files · PRODUCTION
YAML LANGUAGE Depth 70
3 files · PRODUCTION
Python LANGUAGE Depth 70
26 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
Black QUALITY Depth —
0 files · config only
NumPy LIBRARY Depth 66
2 files · PRODUCTION
Ruff QUALITY Depth —
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mypy QUALITY Depth —
0 files · config only
pandas LIBRARY Depth 81
13 files · PRODUCTION, TEST
pytest TESTING Depth 74
11 files · PRODUCTION, TEST

PRACTICES

documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · absent

ACTIVITY & OWNERSHIP

First commit 2025-12-09
Last commit 2026-09-24
Active months 3
Commits 76

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