feat(v1.1.x): PyO3 bindings + executed companion notebooks for 5 new groups

Adds Python bindings (behind feature='python-bindings') for graph,
risk_measures, topology, volterra, signatures.

Companion notebooks under examples/notebooks/:
- 05_graph.ipynb           (Laplacians + spectral clustering)
- 06_risk_measures.ipynb   (VaR / CVaR + simplex projection)
- 07_topology.ipynb        (Vietoris-Rips + persistent homology)
- 08_volterra.ipynb        (fractional ODE, Markovian lift, Volterra,
                            Fourier inversion)
- 09_signatures.ipynb      (path / log / random / kernel signatures)

All notebooks executed end-to-end against analytic ground truth
(closed-form solutions, Mittag-Leffler, exp(-t), unit-circle homology,
identical-path signature kernel).

Built and validated via: maturin develop --release --features python-bindings.

Workflow generated by 5 parallel optimizRs subagents (.github/agents/).
This commit is contained in:
ThotDjehuty
2026-05-12 11:46:24 +02:00
parent d780ed81d7
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