Investigator

The PHOTON Investigator is a convenient way to explore your hyperparameter search. It is a Flask application, that is automatically opened in your browser if you want to see the results of your hyperpipe fitting.

           
from photonai.investigator.Investigator import Investigator

# from mongodb
Investigator.load_from_db('mongodb://server:27017/photon_results', 'my_pipe')

# from working memory
my_pipe = Hyperpipe(...)
my_pipe.fit(X, y)
Investigator.show(my_pipe)

# load from most recent result file folder
Investigator.load_from_file('my_pipe_name', '/home/usr123/proj45/my_pipe_results2019-08-01/photon_result_file.p')