Dynamical Components Analysis

Implementation of the methods and analyses in Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis.

Documentation can be found at https://dynamicalcomponentsanalysis.readthedocs.io/en/latest/index.html

To install, you can clone the repository and cd into the DynamicalComponentsAnalysis folder.

# use ssh
$ git clone git@github.com:BouchardLab/DynamicalComponentsAnalysis.git
# or use https
$ git clone https://github.com/BouchardLab/DynamicalComponentsAnalysis.git
$ cd DynamicalComponentsAnalysis

If you are installing into an active conda environment, you can run

$ conda env update --file environment.yml
$ pip install -e .

If you are installing with pip you can run

$ pip install -e . -r requirements.txt