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Upstream project repository
Tensor serialization tooling for studying shape, dtype and byte-level preservation without a pickle-style object format.
Investigate Do small authored tensors round-trip with exact dtype, shape and payload bytes through the selected serializer?
Upstream project repository
Scientific coding benchmark repository linking problem formulations and evaluation logic for researcher-oriented model assessment.
Investigate Can one rights-reviewed scientific coding task distinguish a syntactically valid solution from numerical correctness under fixed tolerances?
Upstream project repository
Machine-learning estimators, preprocessing tools, model-selection routines, and evaluation metrics.
Investigate How much does fitting preprocessing before cross-validation bias a fixed synthetic prediction experiment?
Upstream project repository
Survival-analysis models and evaluation tools with a scikit-learn-style interface.
Investigate Does a concordance metric match explicit enumeration of comparable pairs under fixed censoring rules?
UCI Machine Learning Repository
Semiconductor manufacturing measurements for studying sparse defects and extensive missingness.
Investigate Does a missingness-aware SECOM baseline improve minority-defect recall without test-set feature selection?
UCI Machine Learning Repository
Wheat-kernel geometry for an interpretable agricultural classification baseline.
Investigate How stable are seed-class boundaries under feature scaling and small-sample resampling?
UCI Machine Learning Repository
Mining-system seismic measurements for examining rare-event industrial prediction.
Investigate How does hazardous-bump recall change under time-respecting splits with explicit false-alarm reporting?
Upstream project repository
Embedding and reranking tooling for evaluating retrieval behavior and representation similarity on controlled corpora.
Investigate How do normalization and similarity choices change rankings in a tiny authored retrieval fixture?
UCI Machine Learning Repository
Aggregate bicycle-demand and weather observations for evaluating seasonal forecasting.
Investigate Does a weather-assisted Seoul bike forecast outperform a calendar baseline across the final season?
UCI Machine Learning Repository
Control-system settings and response values for a compact nonlinear regression investigation.
Investigate Where does an additive servo-response model fail relative to a small interaction model?
UCI Machine Learning Repository
GPU-kernel configuration and timing observations for studying bounded performance prediction.
Investigate How does kernel-runtime prediction generalize when configuration families are held out?
Upstream project repository
Model-serving and structured-generation tooling for evaluating runtime behavior on controlled language-model workloads.
Investigate Do constrained outputs satisfy a prespecified small grammar under the selected serving backend?
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