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SciML / ModelingToolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Julia 713 92 Built by @ChrisRackauckas @YingboMa @shashi @isaacsas @HarrisonGrodin 42 stars today
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SciML / DiffEqFlux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

Julia 552 103 Built by @ChrisRackauckas @d-netto @abhigupta768 @github-actions @avik-pal 8 stars today