ettoremessina / differential-equations
Differential equation solvers
☆14Updated 3 years ago
Alternatives and similar repositories for differential-equations:
Users that are interested in differential-equations are comparing it to the libraries listed below
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆72Updated 2 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆22Updated 2 years ago
- Equation-Free function toolbox for Matlab/Octave☆18Updated 9 months ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Introduction to declarative PDE solvers☆40Updated 3 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆55Updated 4 years ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆93Updated last year
- PySensors is a Python package for sparse sensor placement☆85Updated 6 months ago
- Sandia Uncertainty Quantification Toolkit☆76Updated 2 months ago
- Numerical parameter continuation in Python.☆39Updated 11 months ago
- Educational materials to learn how to employ Bayesian optimization techniques for parameter estimation of computational and statistical m…☆14Updated last year
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- PySINDy GUI☆37Updated last year
- Material for a course on finite difference methods for differential equations.☆52Updated 10 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆60Updated 2 months ago
- A Python library for training neural ODEs.☆20Updated last week
- ☆116Updated 5 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆32Updated 4 years ago
- ☆14Updated 7 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- Spectral Methods in Python☆51Updated 3 weeks ago
- SUNDIALS: For those starting to learn to use the CVODE package. Also contains examples regarding more complex development with SUNDIALS l…☆14Updated last year
- An intuitive modeling interface for infinite dimensional optimization problems.☆11Updated 3 months ago
- Matlab Algorithmic Differentiation Toolbox☆26Updated 5 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- ☆24Updated 6 years ago
- Active Subspace Data Sets☆32Updated 7 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago