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msm_we's Introduction

msm_we

Code for Markov state modeling of weighted ensemble trajectories.

Features

  • Compute a history-augmented Markov state model from WESTPA weighted ensemble data
  • Estimate steady-state distributions
  • Estimate flux profiles
  • Estimate committors

Code development TODOs

  • Provide option for user to override dimReduce() in case they want to do something other than PCA/VAMP
  • Add TICA option to dimReduce()
  • Add monkey-patching directly into msm_we code. I.e., add a function like register_featurization(func) which takes the featurization function as input and overloads msm_we.processCoordinates() with it. Right now, this has to be done manually.

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

msm_we's People

Contributors

jdrusso avatar jeremyleung521 avatar jpthompson17 avatar junchaoxia avatar

Watchers

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