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Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

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deeptime

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For usage, please refer to deeptime-ml.github.io.

Installation instructions until first release is on conda-forge and pip:

git clone https://github.com/deeptime-ml/deeptime.git

cd deeptime
git submodule update --init

conda install numpy scipy cython scikit-learn

python setup.py install

or

pip install git+https://github.com/deeptime-ml/deeptime.git@master

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Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

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  • Python 91.5%
  • C++ 8.3%
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