Index

B

backward() (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinearFunction static method)

C

calc_ref_scaling() (torchGB.layers.xox.model.XOXLayer method)

E

extra_repr() (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinear method)

F

FastGenomicBottleNet (class in torchGB.layers.gnet.model) FastStochasticGenomicBottleNet (class in torchGB.layers.gnet.model) forward() (torchGB.layers.gnet.model.FastGenomicBottleNet method) (torchGB.layers.gnet.model.FastStochasticGenomicBottleNet method) (torchGB.layers.gnet.model.GenomicBottleNet method) (torchGB.layers.gnet.model.Reshape method) (torchGB.layers.gnet.model.StochasticGenomicBottleNet method) (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinear method) (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinearFunction static method) (torchGB.layers.matrix_decomposition.model.LowRankMatrixDecompositionGNet method) (torchGB.layers.xox.model.XOXLayer method)

G

GenomicBottleNet (class in torchGB.layers.gnet.model)

I

init_weights() (torchGB.layers.gnet.model.FastGenomicBottleNet method) (torchGB.layers.gnet.model.FastStochasticGenomicBottleNet method) (torchGB.layers.gnet.model.GenomicBottleNet method) (torchGB.layers.gnet.model.StochasticGenomicBottleNet method)

L

LowRankMatrixDecompositionGNet (class in torchGB.layers.matrix_decomposition.model)

M

model (torchGB.layers.gnet.model.GenomicBottleNet attribute) (torchGB.layers.gnet.model.StochasticGenomicBottleNet attribute) module torchGB.layers torchGB.layers.gnet.model torchGB.layers.gnet.pinv_fc_layer torchGB.layers.matrix_decomposition.model torchGB.layers.xox.model

N

num_tiles (torchGB.layers.gnet.model.FastGenomicBottleNet attribute) (torchGB.layers.gnet.model.FastStochasticGenomicBottleNet attribute)

O

output_scale (torchGB.layers.gnet.model.GenomicBottleNet attribute) (torchGB.layers.gnet.model.StochasticGenomicBottleNet attribute) (torchGB.layers.matrix_decomposition.model.LowRankMatrixDecompositionGNet attribute) (torchGB.layers.xox.model.XOXLayer attribute)

P

PseudoInverseLinear (class in torchGB.layers.gnet.pinv_fc_layer)

PseudoInverseLinearFunction (class in torchGB.layers.gnet.pinv_fc_layer)

R

reset_parameters() (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinear method)

Reshape (class in torchGB.layers.gnet.model)

S

sizes (torchGB.layers.gnet.model.GenomicBottleNet attribute) (torchGB.layers.gnet.model.StochasticGenomicBottleNet attribute) (torchGB.layers.matrix_decomposition.model.LowRankMatrixDecompositionGNet attribute) (torchGB.layers.xox.model.XOXLayer attribute)

std() (in module torchGB.layers.xox.model) StochasticGenomicBottleNet (class in torchGB.layers.gnet.model)

T

torchGB.layers module torchGB.layers.gnet.model module torchGB.layers.gnet.pinv_fc_layer module

torchGB.layers.matrix_decomposition.model module torchGB.layers.xox.model module training (torchGB.layers.gnet.model.Reshape attribute) (torchGB.layers.gnet.model.StochasticGenomicBottleNet attribute) (torchGB.layers.gnet.pinv_fc_layer.PseudoInverseLinear attribute)

X

XOXLayer (class in torchGB.layers.xox.model)