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Upstream project repository
Evaluation framework for composing tasks, model interactions, scoring and inspectable logs.
Investigate Does a deterministic mock-model evaluation preserve the input, scoring rule and retry history needed to audit every result?
Upstream project repository
Declarative data catalogs and access abstractions for scientific workflows.
Investigate Does a pinned catalog preserve resource identity when parameter values select different local inputs?
Upstream project repository
Array transformations and automatic differentiation for examining compilation, vectorization and functional numerical programs.
Investigate Do eager, vectorized and compiled forms of a small differentiable calculation agree under the same dtype policy?
Upstream project repository
Function-result caching, persistence, and parallel execution helpers used in scientific Python workflows.
Investigate Does a parameterized deterministic preprocessing task preserve results across fresh and cached runs?
Upstream project repository
Text representations and synchronization for Jupyter notebooks.
Investigate Which explicitly retained notebook fields survive a chosen text-format round trip?
Upstream project repository
Neural-network APIs for examining model behavior across declared computation backends.
Investigate Can the same small model and weights produce consistent predictions across two supported backends?
Upstream project repository
Reference descriptions that expose existing scientific data files through chunked-array interfaces.
Investigate Do generated references resolve the same values as direct access to an immutable local scientific data file?
Upstream project repository
Grid and process-model components for Earth-surface dynamics simulations.
Investigate Does a fixed landscape-diffusion component reproduce an analytic mode and the declared boundary behavior?
Upstream project repository
Task and model interfaces for reproducible language-model evaluation with inspectable prompting and scoring choices.
Investigate Can a tiny authored multiple-choice task expose the effect of length normalization on the selected answer?
Upstream project repository
Spatial weights, geometry-related utilities, and data structures for spatial analysis.
Investigate Do lattice weights have the expected neighbor sets, symmetry, and row-normalization behavior?
Upstream project repository
Audio and music-signal analysis tools, including transforms and feature extraction.
Investigate How do window size and centering affect the measured spectral peak of a synthetic sinusoid?
Upstream project repository
Survival analysis estimators and regression models for censored time-to-event data.
Investigate Do survival probabilities match the product-limit calculation when event times contain ties and censoring?
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