def fromJson(obj, secuml_conf):
conf = ClassifierConfFactory.getFactory().fromJson(
obj['classification_conf'])
experiment = ClassificationExperiment(secuml_conf)
experiment.initExperiment(obj['project'], obj['dataset'], create=False)
Experiment.expParamFromJson(experiment, obj, conf)
return experiment
def fromJson(obj, session):
experiment = DescriptiveStatisticsExperiment(obj['project'],
obj['dataset'],
session,
create=False)
Experiment.expParamFromJson(experiment, obj, None)
return experiment
def fromJson(obj, session):
experiment = ValidationExperiment(obj['project'],
obj['dataset'],
session,
create=False)
Experiment.expParamFromJson(experiment, obj, Configuration())
return experiment
def fromJson(obj, secuml_conf):
experiment = ActiveLearningExperiment(secuml_conf)
experiment.initExperiment(obj['project'], obj['dataset'],
create=False)
conf = ActiveLearningConfFactory.getFactory().fromJson(obj['conf'])
Experiment.expParamFromJson(experiment, obj, conf)
experiment.query_strategy = obj['query_strategy']
return experiment
def fromJson(obj, session):
conf = ClusteringConfFactory.getFactory().fromJson(obj['conf'])
experiment = ClusteringExperiment(obj['project'],
obj['dataset'],
session,
create=False)
Experiment.expParamFromJson(experiment, obj, conf)
return experiment
def fromJson(obj, secuml_conf):
experiment = ValidationExperiment(secuml_conf)
experiment.initExperiment(obj['project'], obj['dataset'], create=False)
Experiment.expParamFromJson(experiment, obj, Configuration())
return experiment
def fromJson(obj, secuml_conf):
experiment = DescriptiveStatisticsExperiment(secuml_conf)
experiment.initExperiment(obj['project'], obj['dataset'], create=False)
Experiment.expParamFromJson(experiment, obj, None)
return experiment