alpenglow.utils package¶
Submodules¶
alpenglow.utils.AvailabilityFilter module¶
-
class
alpenglow.utils.AvailabilityFilter.
AvailabilityFilter
(availability_data)[source]¶ Bases:
alpenglow.cpp.AvailabilityFilter
Python wrapper around
alpenglow.cpp.AvailabilityFilter
.
alpenglow.utils.DataframeData module¶
-
class
alpenglow.utils.DataframeData.
DataframeData
(df, columns={})[source]¶ Bases:
alpenglow.cpp.DataframeData
Python wrapper around
alpenglow.cpp.DataframeData
.
alpenglow.utils.FactorModelReader module¶
alpenglow.utils.ParameterSearch module¶
-
class
alpenglow.utils.ParameterSearch.
DependentParameter
(format_string, parameter_names=None)[source]¶ Bases:
object
-
class
alpenglow.utils.ParameterSearch.
ParameterSearch
(model, Score)[source]¶ Bases:
object
Utility for evaluating online experiments with different hyperparameters. For a brief tutorial on using this class, see Five minute tutorial.
alpenglow.utils.ThreadedParameterSearch module¶
-
class
alpenglow.utils.ThreadedParameterSearch.
ThreadedParameterSearch
(model, Score, threads=4, use_process_pool=True)[source]¶ Bases:
alpenglow.utils.ParameterSearch.ParameterSearch
Threaded version of
alpenglow.utils.ParameterSearch
.