Releases

In-memory channel backend for strev

Event-driven pub/sub messaging library with compile-time ack safety

Shared JSON to FitConfig resolver for the gam CLI and Python FFI

Provides windowing capabilities for `pkecs`.

Posterior sampling, HMC/NUTS, Polya-Gamma, and inference diagnostics for the gam engine

Sparse-autoencoder latent-manifold terms for the gam penalized-likelihood engine

Model families (GAMLSS, survival location-scale, BMS) for the gam penalized-likelihood engine

Shared model-kernel base crate for the gam penalized-likelihood engine

Custom-family blockwise carrier and joint-Newton solve for the gam penalized-likelihood engine

REML/LAML outer solver and PIRLS inner engine for the gam penalized-likelihood engine

Smooth-term basis construction and penalty assembly for the gam penalized-likelihood engine

Design identifiability auditing and rank reduction for the gam penalized-likelihood engine

Model and custom-family trait API and contracts for the gam penalized-likelihood engine

Neutral solver/criterion contract types for the gam penalized-likelihood engine

GPU (CUDA/NVRTC) dispatch, device runtime, and BLAS kernels for the gam penalized-likelihood engine

Riemannian-manifold geometry (charts, exp/log maps, Fréchet means, curvature estimands) for the gam penalized-likelihood engine

Dense/sparse linear-algebra and ridge-solver foundation for the gam penalized-likelihood engine

Serializable model-spec types for the gam penalized-likelihood engine

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Data ingestion and encoding foundation crate for the gam penalized-likelihood engine

Resource policy, caching, and warm-start runtime foundation for the gam penalized-likelihood engine

Hand-derived analytic-derivative jet/Taylor-tower machinery for the gam penalized-likelihood engine

Human-readable fit/diagnostic report rendering for the gam engine

Read-only MCP server for Healthpoint directory access.

Secure submessage wrapper (SEC_PREFIX/SEC_BODY/SEC_POSTFIX) + RTPS header AAD codec (SRTPS_PREFIX/SRTPS_POSTFIX) for DDS-Security 1.1 §7.3.6 + §9.5.

ZeroDDS DDS-Security tooling — CMS/PKCS#7 sign governance & permissions XML for the builtin AccessControl plugin.

Future open_social_data bridge for Healthpoint tabular views.

Export helpers and provenance manifests for Healthpoint records.

Synthetic fixtures and test helpers for healthpoint-rs.

Provides windowing capabilities for `pkecs`.