Changelog

All notable changes to this project will be documented in this file.

[Template]

Added

  • Feature X

  • Feature Y

Changed

  • Refactored module A to improve performance

Fixed

  • Bug in module B that caused a crash

[Unreleased]

Added

Changed

Fixed

[0.8.0] - 2024-03-21

Added

  • Basic plotting function for sample results

  • Users can now check the models they want to use with a basic functionality check and a quick inference check on artificial data.

  • Added code usage examples to documentation.

Fixed

  • Fixed deprecated jax.config import

[0.7.0] - 2023-11-03

Breaking changes: The stock model is removed from the available example models! You can copy the model code and the data files from a previous version and import it as custom model, if you need it.

Changed

  • Removed the stock model, because it does not fulfill the requirements for the EPI method

  • Minor dependency updates

[0.6.1] - 2023-11-02

Added

  • Added link to changelog on pypi

[0.6.0] - 2023-11-02

Breaking changes: SBML support is now only available when install eulerpi with the “sbml” extra!

Added

Changed

  • Updated the dependencies to the latest possible versions

  • Made the sbml model support optional using the extra sbml

Fixed

  • Fixed poetry.lock containing faulty version 1.6.8 of debugpy

  • Fixed github actions failing due to missing sudo apt update

[0.5.0] - 2023-07-20

Added

  • Added support for for sbml models to select parameters and species used in the inference

  • Added support for evaluating sbml models at multiple time points

Changed

  • Switched from using parameter names to using parameter ids in the sbml model

  • Change spatial discretization of heat model example to proper second order central differences

  • Change the initial walker position generation of the emcee sampler

[0.4.0] - 2023-06-24

Added

  • Added a new example model, a 2d heat conduction equation

  • Added a function to model to specify more complex parameter domains

Changed

  • Removed old functions from corona model

  • Temporarily removed stock and sbml models from test examples

Fixed

  • Updated tutorial to be consistent with current state of the project

  • Fixed bug in dense grid generation causing parameter limits to be applied inconsistently when using slices

[0.3.1] - 2023-05-02

Fixed

  • Bug in result manager causing burn-in and thinning to be performed on the wrong samples.

  • Bug in result manager that caused density evals to be saved as data samples for non-full slices.

[0.3.0] - 2023-04-27

Added

  • Added data normalization to improve numerics and performance in the inference method.

  • Added possiblity to use no PCA transformation or completely custom transformation for inference.

  • More tests to validate EPI

Fixed

  • Fixed grid results beeing unusable due to numerical issues

  • Fixed sbml models ignoring parameter_names argument

[0.2.1] - 2023-04-21

Fixed

  • Fix sparse grid returning meaningless data

  • Fix menten data shape

  • Fix SBMLModel data_dim: Return states count instead of observables count

Added

  • Validating the shapes of the inference results

[0.2.0] - 2023-04-20

Changed

  • Now using default emcee move policy during MCMC sampling to improve convergence speed

  • Changed argument calc_walker_acceptance_bool to get_walker_acceptance

  • Changed meaning of argument num_burn_in_samples to refer to the number of samples burned per chain, not in total

Fixed

  • Fixed SwigPyObject pickling

  • Fixed dead lock for larger data sets and models

Added

  • ResultManager is saving meta data for inference

  • ResultManager uses saved meta data to load inference results

[0.1.5] - 2023-04-06

Changed

  • Renamed epipy to eulerpi

[0.1.4] - 2023-04-06

Changed

  • Updated installation instructions

[0.1.3] - 2023-04-05

Changed

  • Updated dependencies

[0.1.2] - 2023-04-05

Fixed

  • removed __pycache__, build and .so from pypi

[0.1.1] - 2023-04-05

Fixed

  • fixed epi logo not showing on pypi

[0.1.0] - 2023-04-05

Added

  • Initial release