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Upstream project repository
Image-processing algorithms for filtering, segmentation, morphology, and measurement.
Investigate Do connected-component labels agree with explicit graph connectivity on tiny binary images?
Upstream project repository
Machine-learning estimators, preprocessing tools, model-selection routines, and evaluation metrics.
Investigate How much does fitting preprocessing before cross-validation bias a fixed synthetic prediction experiment?
Upstream project repository
Radio-frequency network analysis, calibration, and parameter-conversion tools.
Investigate Do scattering and impedance parameter conversions round-trip under fixed reference impedances?
Upstream project repository
Survival-analysis models and evaluation tools with a scikit-learn-style interface.
Investigate Does a concordance metric match explicit enumeration of comparable pairs under fixed censoring rules?
Upstream project repository
A splitting conic solver for numerical convex optimization.
Investigate How do scaling choices affect residual accuracy for equivalent small conic programs?
UCI Machine Learning Repository
Semiconductor manufacturing measurements for studying sparse defects and extensive missingness.
Investigate Does a missingness-aware SECOM baseline improve minority-defect recall without test-set feature selection?
UCI Machine Learning Repository
Wheat-kernel geometry for an interpretable agricultural classification baseline.
Investigate How stable are seed-class boundaries under feature scaling and small-sample resampling?
UCI Machine Learning Repository
Mining-system seismic measurements for examining rare-event industrial prediction.
Investigate How does hazardous-bump recall change under time-respecting splits with explicit false-alarm reporting?
Upstream project repository
Embedding and reranking tooling for evaluating retrieval behavior and representation similarity on controlled corpora.
Investigate How do normalization and similarity choices change rankings in a tiny authored retrieval fixture?
UCI Machine Learning Repository
Aggregate bicycle-demand and weather observations for evaluating seasonal forecasting.
Investigate Does a weather-assisted Seoul bike forecast outperform a calendar baseline across the final season?
UCI Machine Learning Repository
Control-system settings and response values for a compact nonlinear regression investigation.
Investigate Where does an additive servo-response model fail relative to a small interaction model?
Upstream project repository
Finite-element solution of systems of partial differential equations.
Investigate Do displacement and stress errors decrease under refinement for a fully specified linear-elasticity fixture?
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