scvi.autotune.TuneAnalysis#

class scvi.autotune.TuneAnalysis(model_kwargs, train_kwargs, metric, additional_metrics, search_space, results)[source]#

Dataclass for storing results from a tuning experiment.

Attributes table#

Methods table#

from_tuple()

get(k[,d])

items()

keys()

replace(**kwargs)

to_tuple()

values()

Attributes#

model_kwargs

TuneAnalysis.model_kwargs: dict#

train_kwargs

TuneAnalysis.train_kwargs: dict#

metric

TuneAnalysis.metric: float#

additional_metrics

TuneAnalysis.additional_metrics: dict#

search_space

TuneAnalysis.search_space: dict#

results

TuneAnalysis.results: Any#

Methods#

from_tuple

TuneAnalysis.from_tuple()[source]#

get

TuneAnalysis.get(k[, d]) D[k] if k in D, else d.  d defaults to None.[source]#

items

TuneAnalysis.items() a set-like object providing a view on D's items[source]#

keys

TuneAnalysis.keys() a set-like object providing a view on D's keys[source]#

replace

TuneAnalysis.replace(**kwargs)[source]#

to_tuple

TuneAnalysis.to_tuple()[source]#

values

TuneAnalysis.values() an object providing a view on D's values[source]#