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numerical-optimization

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ipc-sim / IPC

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Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.

computer-animation computer-graphics constrained-optimization numerical-optimization siggraph interior-point-method physics-based-animation barrier-method physical-simulation optimization-time-integrator elastodynamics
  • Updated Jul 20, 2020
  • C++

dcwuser / metanumerics

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Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.

statistics math dotnet optimization matrix matrix-factorization statistical-analysis special-functions scientific-computing matrix-multiplication data-analysis statistical-tests math-library numerics numerical-optimization numerical-integration numerical-analysis matrix-library csharp-library matrix-algebra
  • Updated Feb 28, 2019
  • C#

pbenner / autodiff

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Autodiff is a numerical library for the Go programming language. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics and supports automatic differentiation

go golang statistics linear-algebra automatic-differentiation rprop special-functions linear-algebra-library numerical-optimization eigenvalues determinant statistical-models newton-raphson gauss-jordan bfgs singular-value-decomposition cholesky-decomposition gram-schmidt qr-algorithm hessenberg-reduction
  • Updated Jul 16, 2020
  • Go

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