Finding Optimal Langevin Inferred Equations

folie intends to provide a simple to use module for inference of Langevin equations from trajectories of collectives variables. Please refer to the documentation for a more complete description.

folie is currently WIP so feel free to provide feedback or potential bugs in the GitHub issue tracker.

folie is partly based on pymle, pyoptLe and deeptime. In particular, the interface of folie should be compatible with deeptime.

pip install git+https://github.com/langevinmodel/folie.git

Various examples can be found in the examples folder on how to perform inference using folie.

The documention is available on the Github pages. It can also be compiled by first installing the extra dependencies using pip and then compile it.

git clone https://github.com/langevinmodel/folie.git
cd folie
pip install .[docs]
cd docs
make html

Please use the github issue of this repository.