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sherpa-ai / sherpa

Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
http://parameter-sherpa.readthedocs.io/
GNU General Public License v3.0
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SyntaxError #53

Closed porimol closed 5 years ago

porimol commented 5 years ago

Invalid syntax in hyperparameters:

Right now in docs:

parameters = [sherpa.Continuous(name='lr', range=[0.005, 0.1], scale='log'),
              sherpa.Continuous(name='dropout', range=[0., 0.4]),
              sherpa.Ordinal(name='batch_size', range=[16, 32, 64]),
              sherpa.Discrete(name='num_hidden_units', range=[100, 300]),
              sherpa.Choice(name'activation', range=['relu', 'elu', 'prelu'])]

Should be:

parameters = [sherpa.Continuous(name='lr', range=[0.005, 0.1], scale='log'),
              sherpa.Continuous(name='dropout', range=[0., 0.4]),
              sherpa.Ordinal(name='batch_size', range=[16, 32, 64]),
              sherpa.Discrete(name='num_hidden_units', range=[100, 300]),
              sherpa.Choice(name='activation', range=['relu', 'elu', 'prelu'])]