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

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

__init__(self, *Layer|Activation architecture, tuple[int, int, int] input_shape, int batch_size)deepity.ConvolutionalPCN.ConvolutionalPCN
_build_backend(self)deepity.ConvolutionalPCN.ConvolutionalPCNprotected
_inference_ratedeepity.ConvolutionalPCN.ConvolutionalPCNprotected
_lambdadeepity.ConvolutionalPCN.ConvolutionalPCNprotected
_learning_ratedeepity.ConvolutionalPCN.ConvolutionalPCNprotected
_precision_ratedeepity.ConvolutionalPCN.ConvolutionalPCNprotected
_require_configured(self)deepity.ConvolutionalPCN.ConvolutionalPCNprotected
_validate_architecture(self)deepity.ConvolutionalPCN.ConvolutionalPCNprotected
architecturedeepity.ConvolutionalPCN.ConvolutionalPCN
clamp_input(self, npt.NDArray[np.float32] X)deepity.ConvolutionalPCN.ConvolutionalPCN
compile(self)deepity.ConvolutionalPCN.ConvolutionalPCN
configure(self, float learning_rate=1e-6, float inference_rate=0.1, float precision_rate=0.0, float lmbda=1e-2)deepity.ConvolutionalPCN.ConvolutionalPCN
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.ConvolutionalPCN.ConvolutionalPCN
input_shapedeepity.ConvolutionalPCN.ConvolutionalPCN
layersdeepity.ConvolutionalPCN.ConvolutionalPCN
predict(self, npt.NDArray[np.float32] X, int steps)deepity.ConvolutionalPCN.ConvolutionalPCN
predict_with_projection(self, npt.NDArray[np.float32] X, int steps)deepity.ConvolutionalPCN.ConvolutionalPCN
project_forward(self)deepity.ConvolutionalPCN.ConvolutionalPCN
randomize_weights(self, Optional[int] seed=None, str dist="normal")deepity.ConvolutionalPCN.ConvolutionalPCN
set_inference_rate(self, float inference_rate)deepity.ConvolutionalPCN.ConvolutionalPCN
set_lambda(self, float lmbda)deepity.ConvolutionalPCN.ConvolutionalPCN
set_learning_rate(self, float learning_rate)deepity.ConvolutionalPCN.ConvolutionalPCN
set_precision_rate(self, float precision_rate)deepity.ConvolutionalPCN.ConvolutionalPCN
train_step(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.ConvolutionalPCN.ConvolutionalPCN
train_step_with_projection(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.ConvolutionalPCN.ConvolutionalPCN
update_precision(self)deepity.ConvolutionalPCN.ConvolutionalPCN