Releases

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

Native FFI bindings to libsplinter, the shared-memory splinter core. Vendored C sources are built from source; no system install required.

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

kevy thread-per-core shared-nothing runtime — pure Rust, zero deps.

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

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

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

Admin UI for MockForge - web-based interface for managing mock servers

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

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

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

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

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

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

Quorum-based primary failover for kevy (v3 cluster series, Phase 1.5).

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

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

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

Convert ComfyUI API workflows to typed Rust or Lua code

A recreation of the ComfyUI node graph in Rust using `egui` and `rucomfyui`.

Primary-to-replica streaming replication for kevy (v3 cluster series, Phase 1).

kevy persistence — RDB-style snapshots + AOF, pure Rust, zero deps.

Lua bindings for rucomfyui - a fluent ComfyUI workflow builder

Bindings to libssh2 for interacting with SSH servers and executing remote commands, forwarding local ports, etc.

Unified spatial statistics library: kriging, spatial autocorrelation, spatial regression, point process analysis

Developer SDK for embedding MockForge in tests and applications