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

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

__init__(self, *Layer|Activation architecture, Optional[int] batch_size=None, str device="cpu")deepity.SimplePCN.SimplePCN
_build_backend(self)deepity.SimplePCN.SimplePCNprotected
_configureddeepity.SimplePCN.SimplePCNprotected
_inference_ratedeepity.SimplePCN.SimplePCNprotected
_lambdadeepity.SimplePCN.SimplePCNprotected
_learning_ratedeepity.SimplePCN.SimplePCNprotected
_optimizerdeepity.SimplePCN.SimplePCNprotected
_require_configured(self)deepity.SimplePCN.SimplePCNprotected
_validate_architecture(self)deepity.SimplePCN.SimplePCNprotected
architecturedeepity.SimplePCN.SimplePCN
compile(self)deepity.SimplePCN.SimplePCN
configure(self, float learning_rate=1e-4, float inference_rate=1e-4, float lmbda=0.0001, str optimizer="SGD", Optional[int] seed=None, str dist="normal")deepity.SimplePCN.SimplePCN
devicedeepity.SimplePCN.SimplePCN
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.SimplePCN.SimplePCN
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.SimplePCN.SimplePCN
layersdeepity.SimplePCN.SimplePCN
predict(self, npt.NDArray[np.float32] X, int steps)deepity.SimplePCN.SimplePCN
randomize_weights(self, Optional[int] seed=None, str dist="normal")deepity.SimplePCN.SimplePCN
set_inference_rate(self, float ir)deepity.SimplePCN.SimplePCN
set_learning_rate(self, float lr)deepity.SimplePCN.SimplePCN
set_mu_cache_threshold(self, float threshold)deepity.SimplePCN.SimplePCN
set_optimizer(self, str optimizer)deepity.SimplePCN.SimplePCN
train_step(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.SimplePCN.SimplePCN