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Deeptime
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Deep learning meets molecular dynamics.
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deeptime
Deep learning meets molecular dynamics.
Contents
time-lagged-autoencoder
: a toolbox for dimension reduction of time series data with a
time-lagged autoencoder
-type deep neural network.
vampnet
: Variational Approach for Markov Processes networks, see
https://www.nature.com/articles/s41467-017-02388-1
Open Source Agenda is not affiliated with "Deeptime" Project. README Source:
markovmodel/deeptime
Stars
172
Open Issues
5
Last Commit
5 years ago
Repository
markovmodel/deeptime
Tags
LGPL 3.0
Autoencoder
Computational Biology
Computational Chemistry
Data Analysis
Deep Learning
Dimension Reduction
Machine Learning
Markov Model
Python
Pytorch
Tensorflow
Time Series
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