colda.algorithm.strategy.custom package

Submodules

colda.algorithm.strategy.custom.api module

class colda.algorithm.strategy.custom.api.GetTestFixedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestFixedParameter]

TestFixedParameter factory

Returns

TestFixedParameter

class colda.algorithm.strategy.custom.api.GetTestOptimizedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestOptimizedParameter]

TestOptimizedParameter factory

Returns

TestOptimizedParameter

class colda.algorithm.strategy.custom.api.GetTestOwnFunction

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestOwnFunction]

TestOwnFunction factory

Parameters

OwnFunctionCallable

callback custom function

Returns

TestOwnFunction

class colda.algorithm.strategy.custom.api.GetTrainFixedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainFixedParameter]

TrainFixedParameter factory

Returns

TrainFixedParameter

class colda.algorithm.strategy.custom.api.GetTrainOptimizedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainOptimizedParameter]

TrainOptimizedParameter factory

Returns

TrainOptimizedParameter

class colda.algorithm.strategy.custom.api.GetTrainOwnFunction

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainOwnFunction]

TrainOwnFunction factory

Parameters

OwnFunctionCallable

callback custom function

Returns

TrainOwnFunction

colda.algorithm.strategy.custom.custom_factory module

class colda.algorithm.strategy.custom.custom_factory.AbstractCustomFactory

Bases: ABC

Abstract class for custom algorithm factory

abstract classmethod get_class()

class colda.algorithm.strategy.custom.custom_factory.GetTestFixedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestFixedParameter]

TestFixedParameter factory

Returns

TestFixedParameter

class colda.algorithm.strategy.custom.custom_factory.GetTestOptimizedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestOptimizedParameter]

TestOptimizedParameter factory

Returns

TestOptimizedParameter

class colda.algorithm.strategy.custom.custom_factory.GetTestOwnFunction

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.test_custom.TestOwnFunction]

TestOwnFunction factory

Parameters

OwnFunctionCallable

callback custom function

Returns

TestOwnFunction

class colda.algorithm.strategy.custom.custom_factory.GetTrainFixedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainFixedParameter]

TrainFixedParameter factory

Returns

TrainFixedParameter

class colda.algorithm.strategy.custom.custom_factory.GetTrainOptimizedParameter

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainOptimizedParameter]

TrainOptimizedParameter factory

Returns

TrainOptimizedParameter

class colda.algorithm.strategy.custom.custom_factory.GetTrainOwnFunction

Bases: AbstractCustomFactory

classmethod get_class() → type[algorithm.strategy.custom.train_custom.TrainOwnFunction]

TrainOwnFunction factory

Parameters

OwnFunctionCallable

callback custom function

Returns

TrainOwnFunction

colda.algorithm.strategy.custom.test_custom module

class colda.algorithm.strategy.custom.test_custom.AbstractTestCustom

Bases: ABC

Abstract class for the custom part of test algorithm

Returns

None

abstract classmethod make_eval(**kwargs)

abstract classmethod make_test(**kwargs)

class colda.algorithm.strategy.custom.test_custom.TestFixedParameter

Bases: AbstractTestCustom

Fix learning rate in the make_test and make_eval stage

Methods

make_test make_eval

classmethod make_eval(**kwargs) → None

Call MakeEval.make_eval

Parameters

**kwargs : Any

Returns

None

classmethod make_test(**kwargs) → None

Call MakeTest.make_test

Parameters

**kwargs : Any

Returns

None

class colda.algorithm.strategy.custom.test_custom.TestOptimizedParameter

Bases: AbstractTestCustom

Learnable learning rate in the make_test and make_eval stage

Methods

make_test make_eval

classmethod make_eval(**kwargs) → None

Call MakeEval.make_eval

Parameters

**kwargs : Any

Returns

None

classmethod make_test(**kwargs) → None

Call MakeTest.make_test

Parameters

**kwargs : Any

Returns

None

class colda.algorithm.strategy.custom.test_custom.TestOwnFunction

Bases: AbstractTestCustom

Custom testing algo in the make_test and make_eval stage

Methods

make_test make_eval

property OwnFunction

classmethod make_eval(**kwargs) → None

Call OwnFunction[‘MakeEval’]

Parameters

**kwargs : Any

Returns

None

classmethod make_test(**kwargs) → None

Call OwnFunction[‘MakeTest’]

Parameters

**kwargs : Any

Returns

None

colda.algorithm.strategy.custom.train_custom module

class colda.algorithm.strategy.custom.train_custom.AbstractTrainCustom

Bases: ABC

Abstract class for the custom part of train algorithm

Returns

None

abstract classmethod make_result(**kwargs)

abstract classmethod make_train(**kwargs)

class colda.algorithm.strategy.custom.train_custom.TrainFixedParameter

Bases: AbstractTrainCustom

Fix learning rate in the make_train and make_result stage

Methods

make_train make_result

classmethod make_result(**kwargs) → None

Call MakeResult.make_result

Parameters

**kwargs : Any

Returns

None

classmethod make_train(**kwargs) → None

Call MakeTrain.make_train

Parameters

**kwargs : Any

Returns

None

class colda.algorithm.strategy.custom.train_custom.TrainOptimizedParameter

Bases: AbstractTrainCustom

Learnable learning rate in the make_train and make_result stage

Methods

make_train make_result

classmethod make_result(**kwargs)

Call MakeResult.make_result

Parameters

**kwargs : Any

Returns

None

classmethod make_train(**kwargs) → None

Call MakeTrain.make_train

Parameters

**kwargs : Any

Returns

None

class colda.algorithm.strategy.custom.train_custom.TrainOwnFunction

Bases: AbstractTrainCustom

Custom testing algo in the make_train and make_result stage

Methods

make_train make_result

property OwnFunction

classmethod make_result(**kwargs)

Call OwnFunction[‘MakeResult’]

Parameters

**kwargs : Any

Returns

None

classmethod make_train(**kwargs)

Call OwnFunction[‘MakeTrain’]

Parameters

**kwargs : Any

Returns

None

Module contents