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Upstream project repository
Serialization support for Python constructs used in distributed and interactive computation.
Investigate Which closure-capture patterns round-trip with identical outputs under the same pinned Python version?
UCI Machine Learning Repository
Power-plant ambient conditions and electrical output for studying operating-regime prediction.
Investigate How does power-output regression change when temperature regimes are withheld?
UCI Machine Learning Repository
Computer-system specifications and performance measures for a small regression audit.
Investigate How does machine-family separation affect hardware-performance prediction error?
UCI Machine Learning Repository
Concrete mixture and age measurements for studying nonlinear strength prediction.
Investigate How does a concrete-strength model generalize when curing-age ranges are withheld?
UCI Machine Learning Repository
Concrete mixture properties and flow/strength responses for small multi-output regression studies.
Investigate How sensitive are slump and strength estimates to leaving out one mixture at a time?
UCI Machine Learning Repository
Naval propulsion simulation variables for studying degradation-state surrogate models.
Investigate Does a condition model generalize to withheld combinations of propulsion operating settings?
UCI Machine Learning Repository
Hydraulic test-rig sensor records for studying condition monitoring across repeated cycles.
Investigate How does hydraulic fault diagnosis change when full operating cycles define the split?
UCI Machine Learning Repository
Enumerated game positions for studying categorical prediction and symmetry-aware evaluation.
Investigate Does grouping symmetry-equivalent Connect-4 positions change apparent test accuracy?
UCI Machine Learning Repository
Acoustic-return features for investigating uncertainty in a small binary detection benchmark.
Investigate How variable is sonar classification across fixed stratified splits with train-only preprocessing?
UCI Machine Learning Repository
Crane-controller examples for evaluating interpretable approximations of a control rule.
Investigate Can a compact crane-controller surrogate reproduce outputs on withheld input combinations?
UCI Machine Learning Repository
Landscape covariates and forest-cover labels for studying spatially dependent classification.
Investigate How does forest-cover classification change under geography-aware grouping compared with a random split?
UCI Machine Learning Repository
Fused optical and radar descriptors for examining agricultural land-cover prediction.
Investigate How does crop classification change when geographic fields rather than rows define the split?
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