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Upstream project repository
Ensemble Markov-chain Monte Carlo sampling for probability distributions.
Investigate Do ensemble samples recover known Gaussian moments under a prespecified run length and convergence diagnostic?
UCI Machine Learning Repository
Building-shape simulation outputs for studying energy-demand surrogate models.
Investigate How does energy-load prediction change when entire building configurations are held out?
Upstream project repository
Exploratory spatial statistics for autocorrelation and spatial pattern analysis.
Investigate Does a global spatial-autocorrelation statistic match its explicit matrix formula on a fixed lattice?
Upstream project repository
Evaluation metric interfaces for examining aggregation semantics and reproducibility across batches.
Investigate Do a selected metric's batch updates and single-pass computation agree on a tiny authored fixture?
SciPy documentation
A multiple-testing reference for adjusted p-values using Benjamini–Hochberg and Benjamini–Yekutieli procedures.
Investigate How do the two procedures differ on fixed p-value vectors and simulated dependent null tests?
Executable Science local pilot drafts
Compare unadjusted and Bonferroni thresholds on fixed-size families of synthetic uniform null p-values, with analytical familywise probabilities.
Investigate How does applying twenty tests change false-positive risk under a declared independent-null model?
UCI Machine Learning Repository
Weather and fire observations for studying skewed environmental regression targets.
Investigate Does log-target modeling improve forest-fire prediction on a frozen spatial-temporal evaluation?
UCI Machine Learning Repository
Remote-sensing descriptors for examining forest-type identification across data groups.
Investigate How does forest-type accuracy change when location or acquisition groups are held out?
UCI Machine Learning Repository
Soybean cultivar observations across harvests for examining agricultural domain shift.
Investigate How does cultivar identification change when one harvest is withheld entirely?
UCI Machine Learning Repository
Gas-sensor responses over acquisition batches for investigating calibration drift.
Investigate How much does gas classification deteriorate when later acquisition batches are held out?
UCI Machine Learning Repository
Low-concentration gas-sensor observations for investigating detection limits and calibration stability.
Investigate How does low-concentration gas recognition change when acquisition batches are held out?
UCI Machine Learning Repository
Temperature-modulated gas-sensor records for studying dynamic calibration and drift.
Investigate How does gas recognition change when temperature cycles or acquisition sessions are held out?
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