Docs.rs

音字 — realtime speech ⇄ text. SenseVoice / iFlytek ASR + TTS, LLM polish, ratatui live transcript.

Shared test-support helpers (FD harness, fixtures, reference-tool + CLI harnesses) for the gam workspace

Polynomial series handling interfaces

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

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

Common high-level external and internal API traits used by hopr-lib to implement the HOPR protocol

The corrective bash syntax highlighter

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

Helper macros for rings node implementation.

Shared model-kernel base crate 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

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

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