Rolling window operations or tile operations

ContinuumIO / elm

Phase I & part of Phase II of NASA SBIR - Parallel Machine Learning on Satellite Data

http://ensemble-learning-models.readthedocs.io

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Open PeterDSteinberg opened 6 years ago

PeterDSteinberg commented 6 years ago

Create examples and expanded docs of rolling statistics or tile-block operations, taking advantage of the xarray.DataArray’s rolling interface:.

moving window or block standard deviation or cross correlation (see also sklearn.cross_decomposition)
gradient and Laplacian filters - make examples for edge detection
threshold filtering input data

Consider whether there are changes that would be helpful in the xarray rolling interface.

PeterDSteinberg commented 6 years ago

Relates to #186