AWhat changed
Separates probability-distribution objects from deterministic volume-tracking transformations, with tensor batch/event semantics, differentiable operations and composable transformed distributions.
Scientific scope
Separates probability-distribution objects from deterministic volume-tracking transformations, with tensor batch/event semantics, differentiable operations and composable transformed distributions. This original library explicitly excludes arbitrary distributional calculus and approximate-inference engines from its core contract. Analytical density/Jacobian requirements restrict supported families; API design goals are not independently verified numerical guarantees for every input. Stars denote Google affiliation, not equal contribution.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. This original library explicitly excludes arbitrary distributional calculus and approximate-inference engines from its core contract. Analytical density/Jacobian requirements restrict supported families; API design goals are not independently verified numerical guarantees for every input. Stars denote Google affiliation, not equal contribution.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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