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suman samantray's Projects

allosteric-pathways icon allosteric-pathways

Building and analyzing residue interaction networks with cofactors (includes tutorial).

cg_openmm icon cg_openmm

Tools to build coarse grained models and perform simulations with OpenMM

gamd-openmm icon gamd-openmm

Gaussian Accelerated Molecular Dynamics (GaMD) is a computational method for both unconstrained enhanced sampling and free energy calculations of biomolecules. It works by adding a harmonic boost potential to smooth the potential energy surface and reduce system energy barriers. http://miao.compbio.ku.edu/GaMD/

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-1 icon gcn-1

A modification of github.com/tkipf/gcn

gromacs-2019.4 icon gromacs-2019.4

gromacs with buckingham potential hacked to do various other things

gromacs-gamd icon gromacs-gamd

Gaussian Accelerated Molecular Dynamics Implementation in Gromacs

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mldl-md-dynamics icon mldl-md-dynamics

A repository of update in molecular dynamics field by recent progress in machine learning and deep learning.

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