geowatch.demo.metrics_demo.generate_demodata module

Generate demodata for the metrics framework

geowatch.demo.metrics_demo.generate_demodata.generate_demo_metrics_framework_data(roi='DR_R001', num_sites=3, num_observations=5, noise=1.0, p_observe=0.5, p_transition=0.15, seed=409060576688592, outdir=None, cache=True, **kwargs)

Example

>>> from geowatch.demo.metrics_demo.generate_demodata import *  # NOQA
>>> demo_info = generate_demo_metrics_framework_data(
>>>     num_sites=5, num_observations=10, noise=2, p_observe=0.5,
>>>     p_transition=0.3, drop_noise=0.5, drop_limit=0.5)
>>> print('demo_info = {}'.format(ub.urepr(demo_info, nl=1)))
>>> # TODO: visualize