GitSocial · Repository PassportPARTIAL · 2026-10-27Z

TaikoChartEstimator JacobLinCool · PARTIAL

MIL-based Taiko chart difficulty estimator that predicts difficulty class and star rating from note charts. The model uses Transformer instance encoders, multi-branch attention MIL pooling, monotonic calibration, and multi-task losses (classification, censored regression, within-song ranking) with optional curriculum scheduling.

github.com/JacobLinCool/TaikoChartEstimator · ★ 0 · Forks 0 · Size 697 KB

SUMMARY

Technologies 21
Scored 8
Observed 8
Practices 6
Evidence 23
Skips 13

COVERAGE

Analyzed 39 files · 13 commits · 0 API calls

TECHNOLOGIES & DEPTH

TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
2 files · PRODUCTION
Python LANGUAGE Depth 70
30 files · PRODUCTION
uv BUILD_TOOL Depth 80
1 files · CONFIGURATION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
Click LIBRARY Depth —
0 files · config only
FastAPI FRAMEWORK Depth —
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HTTPX LIBRARY Depth —
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Jinja2 LIBRARY Depth —
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MarkupSafe LIBRARY Depth —
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NumPy LIBRARY Depth 74
11 files · PRODUCTION
Pydantic LIBRARY Depth —
0 files · config only
Requests LIBRARY Depth —
0 files · config only
Starlette FRAMEWORK Depth —
0 files · config only
TypeScript LANGUAGE Depth 58
1 files · PRODUCTION
Uvicorn LIBRARY Depth —
0 files · config only
Werkzeug LIBRARY Depth —
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orjson LIBRARY Depth —
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pandas LIBRARY Depth —
0 files · config only
typing_extensions LIBRARY Depth —
0 files · config only

PRACTICES

documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · absentlinting · observedformatting · absent

ACTIVITY & OWNERSHIP

First commit 2025-12-28
Last commit 2026-01-02
Active months 2
Commits 13

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