Fraunhofer-SCAI / AlgMathML
Material for the book Algorithmic Mathematics in Machine Learning
☆10Updated 3 months ago
Alternatives and similar repositories for AlgMathML:
Users that are interested in AlgMathML are comparing it to the libraries listed below
- Riemannian optimization on the symplectic Stiefel manifold☆12Updated 2 years ago
- ☆48Updated this week
- Toolbox for HODLR and HSS matrices in MATLAB☆45Updated last year
- A MATLAB matrix collection with an interface to organize matrices☆25Updated last year
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆27Updated 3 years ago
- A Python implementation of Chebfun☆135Updated last year
- Multi Fidelity Monte Carlo☆25Updated 4 years ago
- Compute spectral measures of self-adjoint operators☆16Updated 2 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated last week
- MATLAB implementation of ManPG☆12Updated 2 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆67Updated 4 years ago
- Spectral Methods in Python☆50Updated this week
- PseudoPy computes and visualizes the pseudospectrum of a matrix☆24Updated 6 years ago
- Python Active-subspaces Utility Library☆68Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆63Updated last year
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆134Updated 11 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆69Updated this week
- ☆54Updated last year
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆28Updated 2 years ago
- Fast linear algebra in MATLAB☆64Updated last year
- MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"☆14Updated 8 months ago
- ME 697 - Advanced Scientific Machine Learning☆17Updated this week
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 2 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆36Updated 3 months ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆25Updated 9 months ago
- Python Tensor Toolbox☆28Updated 3 weeks ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- Dynamic Mode Decomposition☆57Updated 7 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- ☆63Updated this week