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

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

__init__(self, *Layer|Activation architecture, Optional[int] batch_size=None)deepity.SequentialPCN.SequentialPCN
_build_backend(self)deepity.SequentialPCN.SequentialPCNprotected
_configureddeepity.SequentialPCN.SequentialPCNprotected
_inference_ratedeepity.SequentialPCN.SequentialPCNprotected
_lambdadeepity.SequentialPCN.SequentialPCNprotected
_learning_ratedeepity.SequentialPCN.SequentialPCNprotected
_optimizerdeepity.SequentialPCN.SequentialPCNprotected
_precision_ratedeepity.SequentialPCN.SequentialPCNprotected
_require_configured(self)deepity.SequentialPCN.SequentialPCNprotected
_validate_architecture(self)deepity.SequentialPCN.SequentialPCNprotected
architecturedeepity.SequentialPCN.SequentialPCN
configure(self, float learning_rate=1e-6, float inference_rate=0.1, float precision_rate=0.01, float lmbda=1e-2, str optimizer="SGD")deepity.SequentialPCN.SequentialPCN
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.SequentialPCN.SequentialPCN
fit_iavg(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, npt.NDArray[np.int32] labels, int epochs, int steps, int per_class, int num_classes, list[tuple[int, int]] cache_layers, Optional[float] initial_lr=None, float decay_rate=1.0, bool reset_cache_per_epoch=True)deepity.SequentialPCN.SequentialPCN
load(self, str dir_path)deepity.SequentialPCN.SequentialPCN
predict(self, npt.NDArray[np.float32] X, int steps)deepity.SequentialPCN.SequentialPCN
save(self, str dir_path)deepity.SequentialPCN.SequentialPCN
set_inference_rate(self, float ir)deepity.SequentialPCN.SequentialPCN
set_lambda(self, float lmbda)deepity.SequentialPCN.SequentialPCN
set_learning_rate(self, float lr)deepity.SequentialPCN.SequentialPCN
set_optimizer(self, str optimizer)deepity.SequentialPCN.SequentialPCN
set_precision_rate(self, float pr)deepity.SequentialPCN.SequentialPCN
train_step(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.SequentialPCN.SequentialPCN