SciML Open Source Scientific Machine Learning

Results 105 repositories owned by SciML Open Source Scientific Machine Learning

MuladdMacro.jl

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This package contains a macro for converting expressions to use muladd calls and fused-multiply-add (FMA) operations for high-performance in the SciML scientific machine learning ecosystem

OperatorLearning.jl

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No need to train, he's a smooth operator

OptimalControl.jl

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A component of the SciML scientific machine learning ecosystem for optimal control

PDERoadmap

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A repository for the discussion of PDE tooling for scientific machine learning (SciML) and physics-informed machine learning

PreallocationTools.jl

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Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

QuantumNLDiffEq.jl

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QuasiMonteCarlo.jl

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Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)

ReactionNetworkImporters.jl

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Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices

FiniteStateProjection.jl

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Finite State Projection algorithms for chemical reaction networks

sciml.ai

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The SciML Scientific Machine Learning Software Organization Website