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UCI Machine Learning Repository

Flower measurements for a compact, interpretable multiclass baseline and leakage audit.

Investigate How much do iris classification results change when preprocessing is restricted to training folds?

Executable Science local pilot drafts

Enumerate all binomial outcomes at n=20 and p=0.05, then compare exact interval-coverage calculations with a fixed-seed simulation.

Investigate Do nominal 95% intervals achieve that coverage in this prespecified small-sample setting?

Upstream project repository

Numerical routines for integration, differential equations, optimization, transforms, and statistical analysis.

Investigate Which declared tolerances are attained by adaptive quadrature on a fixed family of endpoint-singular integrals?

UCI Machine Learning Repository

Pixelated metamaterial unit-cell designs and band-gap locations and widths for investigating simulation surrogate reliability.

Investigate How does a band-gap surrogate generalize to held-out metamaterial design regions?

UCI Machine Learning Repository

Oil-production process signals for studying event detection across operating scenarios.

Investigate How does event detection change when complete wells or production episodes are held out?

ReScience C

A replication concerning Bayesian transfer learning with informative priors.

Investigate How sensitive are posterior predictive errors to a deliberately misspecified prior under a fixed transfer-data budget?

ReScience

A replication of a pituitary-cell conductance model, with uncertainty quantification identified in source keywords.

Investigate Which bursting summary is robust to a prespecified parameter-uncertainty grid and solver refinement?

ReScience C

A replication concerning measures of contextual modulation in information transmission.

Investigate How do the selected measures behave on prespecified independence, redundancy and interaction examples?

ReScience C

An R replication of insect phenology modeling with ordinal regression and continuation-ratio models.

Investigate How do ordinal probability estimates and calibration change across held-out time periods in a rights-cleared dataset?

ReScience C

A replication of causally aware synthetic-data generation aimed at fairness evaluation.

Investigate Can synthetic data retain chosen distributional properties while changing a prespecified fairness metric under a known causal model?

ReScience C

A replication of resampling methods for evaluating wildlife-habitat classification models.

Investigate How do random and spatially structured resampling compare on synthetic data with controlled spatial dependence?

ReScience C

An R replication of spatial constraints in retinal-cell mosaics.

Investigate How do pairwise spatial summaries respond to known exclusion-distance and density settings?