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Upstream project repository
Sampling and analysis methods for global sensitivity analysis of computational models.
Investigate How do estimated variance-based sensitivity indices converge for a fixed analytic benchmark?
Upstream project repository
Algorithms and data structures for biological sequences, diversity, and related analyses.
Investigate Do selected diversity measures match explicit formulas on a fixed set of abundance vectors?
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
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?
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?
UCI Machine Learning Repository
GPU-kernel configuration and timing observations for studying bounded performance prediction.
Investigate How does kernel-runtime prediction generalize when configuration families are held out?
Stan User's Guide / Stan Development Team
A guide to checking Bayesian inference algorithms by simulating parameters and datasets from a model and examining posterior ranks or coverage.
Investigate Can a deliberately biased posterior sampler be distinguished from an exact conjugate sampler by a prespecified rank-uniformity diagnostic?
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