algorithmic-differentiation topic

List algorithmic-differentiation repositories

Optimization.jl

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Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable inte...

Integrals.jl

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A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

NBodySimulator.jl

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A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

DROP-Fixed-Income

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DRIP Fixed Income is a collection of Java libraries for Instrument/Trading Conventions, Treasury Futures/Options, Funding/Forward/Overnight Curves, Multi-Curve Construction/Valuation, Collateral Valua...

ImplicitAD.jl

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Automates adjoints. Forward and reverse mode algorithmic differentiation around implicit functions (not propagating AD through), as well as custom rules to allow for mixed-mode AD or calling external...

matadi

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Material Definition with Automatic Differentiation

tlm_adjoint

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A library for high-level algorithmic differentiation