Surrogates.jl Alternatives

Similar projects and alternatives to Surrogates.jl based on common topics and language

• bottom

  81 8,906 9.2 Rust Surrogates.jl VS bottom

  Yet another cross-platform graphical process/system monitor.

• NeuralPDE.jl

  10 903 9.7 Julia Surrogates.jl VS NeuralPDE.jl

  Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• DiffEqOperators.jl

  3 281 4.6 Julia Surrogates.jl VS DiffEqOperators.jl

  Discontinued Linear operators for discretizations of differential equations and scientific machine learning (SciML)

  

• NonlinearSolve.jl

  2 204 9.8 Julia Surrogates.jl VS NonlinearSolve.jl

  High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

  

• Optimization.jl

  3 663 9.7 Julia Surrogates.jl VS Optimization.jl

  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 interface.

  

• ModelingToolkit.jl

  15 1,335 9.8 Julia Surrogates.jl VS ModelingToolkit.jl

  An acausal 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