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Deeptime

Deeptime is a Python library for analysis of time series data. In particular, methods for dimension reduction, clustering, and Markov model estimation are implemented.

The API is similar to that of scikit-learn and offers basic compatibility to its tools via ducktyping.

Deeptime can be installed via pip (pip install deeptime) and is also available via conda on conda-forge (conda install -c conda-forge deeptime).

Main algorithms

Tools and data

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