Metadata-Version: 2.1
Name: tsme
Version: 0.0.4
Summary: A package that provides estimation methods for differential equations of dynamical systems based on timeseries data.
Home-page: https://nonlinear-physics.zivgitlabpages.uni-muenster.de/ag-kamps/tsme/
Author: Oliver Mai
Author-email: oliver.mai@wwu.de
License: GPL
Platform: any
Classifier: Programming Language :: Python
Classifier: Development Status :: 3 - Alpha
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Physics
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: findiff
Requires-Dist: matplotlib
Requires-Dist: tabulate
Requires-Dist: tqdm
Requires-Dist: scipy
Requires-Dist: sklearn
Requires-Dist: optuna
Requires-Dist: nevergrad
Requires-Dist: hyperopt
Requires-Dist: gradient-free-optimizers
Requires-Dist: autograd
Requires-Dist: freud-analysis

The ``tsme`` package provides estimation methods for ODE or PDE systems using timeseries data. It also includes basic time simulation capabilities by wrapping scipy's initial value problem solver, either using finite differences or pseudo-spectral methods for spatial derivatives.
