Objectives: New Aesara objectve (#623, #629, #635) Sampling: New Emcee sampler (#606) Fix compatibility to new Theano version (#650) Storage: Improve hdf5 storage documentation (#612) Hdf5 history for MultiProcessEngine (#650) Minor fixes (#637, #638, #645, #649) Visualization: Fix bounds of parameter plots (#601) Fix waterfall plots with multiple results (#611) CI: Move CI tests on GitHub Actions to python 3.9 (#598) Add issue template (#604) Update BionetGen Link (#630) Introduce project.toml (#634) General: Introduce progress bar for optimization, profiles and ensembles (#641) Extend gradient checking functionality (#644) Minor fixes: Fix installation of ipopt (#599) Fix Zenodo link (#601) Fix duplicates in documentati...
Implement multi process parallelization engine for optimization. Introduce PrePostProcessor to more ...
Python Fix simplification for pysb models (#1168) Pass verbosity flags to pysb network generation (...
General: Speed up parameter handling (30% internal speed-up) (#387) Streamline testing via tox and ...
New Optimizers: FIDES (#506, #503 # 500) NLopt (#493) Extended PEtab support: PySB import (#437)...
Objective Write solver settings to stream to enable serialization for distributed systems (#308) Re...
Finite Differences: Adaptive finite differences (#671) Add helper function for checking gradients o...
Objective: Basic finite differences (#666) Fix factor 2 in res/fval values (#619) Optimization: ...
Major Modularize import, to import optimization, sampling and profiling separately (#413) Minor B...
Example Notebook for prior functionality (#438) Changed parameter indexing in profiling routines (#4...
Tidy up and speed up tests (#265 and others). Basic self-implemented Adaptive Metropolis and Adaptiv...
Import AMICI (https://github.com/ICB-DCM/AMICI/) models and the PEtab (https://github.com/ICB-DCM/PE...
Optimize: sacess optimizer (#988, #997) Warn only once if using ineffiecient objective settings (#99...
Add typehints to global functions and classes. Add PetabImporter.rdatas_to_simulation_df function (a...
Ensembles/Sampling: General ensemble analysis, visualization, storage (#557, #565, #568) Calculate ...
Rewrite AmiciObjective and PetabAmiciObjective simulation routine to directly use amici.petab_object...
Implement multi process parallelization engine for optimization. Introduce PrePostProcessor to more ...
Python Fix simplification for pysb models (#1168) Pass verbosity flags to pysb network generation (...
General: Speed up parameter handling (30% internal speed-up) (#387) Streamline testing via tox and ...
New Optimizers: FIDES (#506, #503 # 500) NLopt (#493) Extended PEtab support: PySB import (#437)...
Objective Write solver settings to stream to enable serialization for distributed systems (#308) Re...
Finite Differences: Adaptive finite differences (#671) Add helper function for checking gradients o...
Objective: Basic finite differences (#666) Fix factor 2 in res/fval values (#619) Optimization: ...
Major Modularize import, to import optimization, sampling and profiling separately (#413) Minor B...
Example Notebook for prior functionality (#438) Changed parameter indexing in profiling routines (#4...
Tidy up and speed up tests (#265 and others). Basic self-implemented Adaptive Metropolis and Adaptiv...
Import AMICI (https://github.com/ICB-DCM/AMICI/) models and the PEtab (https://github.com/ICB-DCM/PE...
Optimize: sacess optimizer (#988, #997) Warn only once if using ineffiecient objective settings (#99...
Add typehints to global functions and classes. Add PetabImporter.rdatas_to_simulation_df function (a...
Ensembles/Sampling: General ensemble analysis, visualization, storage (#557, #565, #568) Calculate ...
Rewrite AmiciObjective and PetabAmiciObjective simulation routine to directly use amici.petab_object...
Implement multi process parallelization engine for optimization. Introduce PrePostProcessor to more ...
Python Fix simplification for pysb models (#1168) Pass verbosity flags to pysb network generation (...
General: Speed up parameter handling (30% internal speed-up) (#387) Streamline testing via tox and ...