feat(pde): Deep-BSDE equations#31
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Ports pde.equation: the four financial PDEs (HJBLQ, BlackScholesBarenblatt, PricingDefaultRisk, PricingDiffRate) with exact BSDE generators (pde_driver/pde_hamiltonian/pde_terminal) and Euler-Maruyama pde_sample. torch tensors -> Matrices. No new deps. The neural Deep-BSDE solver follows with the Lux.jl backend.