GithubHelp home page GithubHelp logo

spiwokv / af2cv Goto Github PK

View Code? Open in Web Editor NEW
7.0 2.0 0.0 41.64 MB

Python script to convert Alphafold output to collective variable

License: GNU Lesser General Public License v3.0

Python 100.00%

af2cv's Introduction

af2cv

Python script to convert Alphafold output to collective variable

Usage:

python af2cv.py model.gro model.pkl > plumed.dat

model.gro - Gromacs file with the same atoms and atom numbers as in the simulation. Make sure that C-alpha atoms are labeled "CA".

model.pkl - Alphafold output pickle file. Amino acid sequence of the alphafold and Gromacs input must be the same.

Requirements:

  • python3
  • pickle
  • numpy

Necessary postprocessing

  • set the number of atoms in WHOLEMOLECULE to the number of atoms in the protein (default all atoms in model.gro)
  • set up metadynamics or other enhanced sampling method according to Plumed documentation
  • set epsilon if necessary (default no epsilon)
  • set lambda (default 1000)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.