UHPC-replication YuzeHao2023 · COMPLETED
Six ML algorithms were used to predict the mechanical properties of fiber-type UHPC . Reproduced core conclusions matched the original paper: CatBoost performed best, DNN the poorest. Yet, data-related issues caused acceptable discrepancies in SHAP feature importance ranking and GUI predicted values.
github.com/YuzeHao2023/UHPC-replication · ★ 0 · Forks 0 · Size 793 KB
SUMMARY
Technologies 5
Scored 5
Observed 5
Practices 6
Evidence 6
Skips 0
COVERAGE
Analyzed 10 files · 7 commits · 0 API calls
TECHNOLOGIES & DEPTH
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
1 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
NumPy LIBRARY Depth 58
1 files · PRODUCTION
pandas LIBRARY Depth 58
1 files · PRODUCTION
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-01-29
Last commit 2026-01-30
Active months 1
Commits 7