pydeepity
Python bindings for Deepity
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deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN Member List

This is the complete list of members for deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN, including all inherited members.

__init__(self, *Layer|Activation architecture, tuple[int, int, int] input_shape, Optional[int] batch_size=None)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
_build_backend(self)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_configureddeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_inference_ratedeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_lambdadeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_learning_ratedeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_optimizerdeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_require_configured(self)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
_validate_architecture(self)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCNprotected
architecturedeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
configure(self, float learning_rate=1e-6, float inference_rate=0.1, float lmbda=1e-2, str optimizer="SGD")deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
fit(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int epochs, int steps, Optional[float] initial_lr=None, float decay_rate=1.0, bool shuffle=True)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
input_shapedeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
layersdeepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
predict(self, npt.NDArray[np.float32] X, int steps)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
predict_with_projection(self, npt.NDArray[np.float32] X, int steps)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
set_inference_rate(self, float ir)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
set_lambda(self, float lmbda)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
set_learning_rate(self, float lr)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
set_optimizer(self, str optimizer)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
train_step(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN
train_step_with_projection(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.SimpleConvolutionalPCN.SimpleConvolutionalPCN