cytopy.flow.build_models

Functions:

build_keras_model(layers, layer_params, …)	Create and compile a Keras Sequential model using the given KerasClassifier object
build_sklearn_model(klass, **params)	Initiate a SklearnClassifier object using Classes in the global environment

cytopy.flow.build_models.build_keras_model(layers: list, layer_params: list, optimizer: str, loss: str, metrics: list, input_shape: tuple, **kwargs)

Create and compile a Keras Sequential model using the given KerasClassifier object

Parameters

• metrics (list) – See https://keras.io/api/metrics/

• loss (str) – See https://keras.io/api/losses/

• optimizer (str) – See https://keras.io/api/optimizers/

• layers (list) – List of Layer objects (see https://keras.io/api/layers/)

• layer_params (list) –

• input_shape (tuple) –

Returns

Return type

Sequential

cytopy.flow.build_models.build_sklearn_model(klass: str, **params)

Initiate a SklearnClassifier object using Classes in the global environment

Parameters

klass (str) –

Returns

Return type

object