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Upstream project repository
Evaluation harness for code language models with task-specific generation and execution workflows.
Investigate Can a chosen task adapter preserve generation settings, sample identity and execution status through evaluation?
UCI Machine Learning Repository
Aggregate bicycle-rental counts and contextual covariates for auditing demand forecasts.
Investigate Does a calendar-aware bike-demand baseline outperform persistence on the final chronological holdout?
Upstream project repository
Low-precision tensor and optimizer components for investigating memory and numerical-error tradeoffs.
Investigate How does one supported quantization configuration change a small fixed matrix product relative to a high-precision reference?
UCI Machine Learning Repository
Machining measurements for studying industrial condition recognition under grouped acquisition.
Investigate How does machining-state classification change when machine or recording runs are held out?
UCI Machine Learning Repository
A structured car-rating decision problem useful for checking learned rules against declared categories.
Investigate Do simple decision rules generalize to withheld car-attribute combinations?
UCI Machine Learning Repository
Nanotube configuration coordinates for investigating geometric relaxation surrogates.
Investigate How well does a nanotube coordinate surrogate generalize to withheld structural configurations?
Upstream project repository
Processing steps for CCD astronomical images, including calibration and image combination.
Investigate Does a fixed CCD calibration sequence recover the generated signal and propagate the declared mask behavior?
UCI Machine Learning Repository
Historical shuttle component observations for inspecting extrapolation and small-sample uncertainty.
Investigate How strongly does the fitted O-ring damage relationship depend on the coldest observations?
UCI Machine Learning Repository
Ceramic chemistry measurements for investigating small-sample material-group identification.
Investigate How stable are ceramic composition groups under resampling and measurement-scale changes?
UCI Machine Learning Repository
Chess endgame positions for examining generalization under exact combinatorial constraints.
Investigate How does an endgame classifier perform on held-out position symmetries after duplicate-equivalence checks?
Upstream project repository
Assertions and testing utilities for JAX programs, useful for expressing shape, type and transformation expectations.
Investigate Do declared shape and tree invariants detect deliberately malformed inputs to a tiny numerical function?
UCI Machine Learning Repository
Climate-model run parameters and crash labels for examining failure prediction in simulation campaigns.
Investigate Can a small classifier identify climate simulation crashes under a frozen class-balanced evaluation?
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