pydeepity
Python bindings for Deepity
Loading...
Searching...
No Matches
deepity.GaussSeidelPCN.GaussSeidelPCN Member List

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

__init__(self, *Layer|Activation architecture, Optional[int] batch_size=None)deepity.GaussSeidelPCN.GaussSeidelPCN
_build_backend(self)deepity.GaussSeidelPCN.GaussSeidelPCNprotected
_configureddeepity.GaussSeidelPCN.GaussSeidelPCNprotected
_inference_ratedeepity.GaussSeidelPCN.GaussSeidelPCNprotected
_lambdadeepity.GaussSeidelPCN.GaussSeidelPCNprotected
_learning_ratedeepity.GaussSeidelPCN.GaussSeidelPCNprotected
_optimizerdeepity.GaussSeidelPCN.GaussSeidelPCNprotected
_require_configured(self)deepity.GaussSeidelPCN.GaussSeidelPCNprotected
_validate_architecture(self)deepity.GaussSeidelPCN.GaussSeidelPCNprotected
architecturedeepity.GaussSeidelPCN.GaussSeidelPCN
compile(self)deepity.GaussSeidelPCN.GaussSeidelPCN
configure(self, float learning_rate=1e-6, float inference_rate=0.1, float lmbda=1e-2, str optimizer="SGD")deepity.GaussSeidelPCN.GaussSeidelPCN
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.GaussSeidelPCN.GaussSeidelPCN
layersdeepity.GaussSeidelPCN.GaussSeidelPCN
predict(self, npt.NDArray[np.float32] X, int steps)deepity.GaussSeidelPCN.GaussSeidelPCN
randomize_weights(self, Optional[int] seed=None, str dist="normal")deepity.GaussSeidelPCN.GaussSeidelPCN
set_inference_rate(self, float ir)deepity.GaussSeidelPCN.GaussSeidelPCN
set_learning_rate(self, float lr)deepity.GaussSeidelPCN.GaussSeidelPCN
set_optimizer(self, str optimizer)deepity.GaussSeidelPCN.GaussSeidelPCN
train_step(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.GaussSeidelPCN.GaussSeidelPCN
train_step_with_projection(self, npt.NDArray[np.float32] X, npt.NDArray[np.float32] Y, int steps)deepity.GaussSeidelPCN.GaussSeidelPCN