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Author:
Moritz Hoffmann, Martin Scherer, Tim Hempel, Andreas Mardt, Maaike Galama, Brian de Silva, Brooke Husic, Stefan Klus, Hao Wu, Nathan Kutz, Steven Brunton, Frank Noé
Summary:
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation.
Latest version:
0.4.5
Required dependencies:
ninja
|
numpy
|
scikit-learn
|
scipy
|
threadpoolctl
|
torch
Optional dependencies:
cmake
|
coverage
|
cython
|
flaky
|
jupyter
|
matplotlib
|
mdshare
|
memory_profiler
|
nbconvert
|
nbsphinx
|
networkx
|
pint
|
pybind11
|
pytest
|
pytest-cov
|
pytest-xdist
|
sphinx
|
sphinx-gallery
|
sphinxcontrib-bibtex
|
sphinxcontrib-katex
|
torch
|
tqdm
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