release(v1.1.0): additive CPU-only generic numerical primitives

Adds 9 new top-level / sub-modules to the Rust API only (no Python
bindings yet), with at least one analytic unit test per module.

New Rust modules:
- optimal_control::matrix_riccati  (RK4 backward solver)
- timeseries_utils::nonsync_covariance  (Hayashi-Yoshida)
- timeseries_utils::wavelet  (Haar / Daubechies DWT and MODWT)
- risk_measures  (VaR, CVaR, projected sub-gradient CVaR minimisation)
- graph::laplacian + graph::spectral_clustering  (Jacobi + k-means++)
- topology  (Vietoris-Rips persistent homology, bottleneck distance)
- volterra  (Caputo Adams, Markovian lift, second-kind Volterra,
             Fourier inversion of characteristic functions)
- signatures  (truncated tensor signature, log-sig, random reservoir,
               Salvi-Cass-Lyons signature kernel, shuffle product)

All previously stable APIs untouched; abi3-py38 ABI preserved.
New module tests: 29/29 passing. Pre-existing 5 unrelated failures
unchanged.

This commit is contained in:

ThotDjehuty

2026-05-12 10:59:09 +02:00

parent e67b0f8376

commit d780ed81d7

39 changed files with 4044 additions and 3 deletions

									
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				[package]

				name = "optimiz-rs"

				version = "1.0.1"

				version = "1.1.0"

				edition = "2021"

				authors = ["HFThot Research Lab <contact@hfthot-lab.eu>"]

				description = "High-performance optimization algorithms in Rust with Python bindings"