Modules

• torchdecomp package
  • Submodules
  • torchdecomp.cholesky module
    • CholeskyLayer
      • CholeskyLayer.x
      • CholeskyLayer.forward()
  • torchdecomp.factor module
    • FactorLayer
      • FactorLayer.x
      • FactorLayer.n_components
      • FactorLayer.forward()
  • torchdecomp.helper module
    • create_dummy_matrix()
    • print_named_parameters()
  • torchdecomp.ica module
    • DDICALayer
      • DDICALayer.forward()
    • KurtosisICALayer
      • KurtosisICALayer.forward()
    • NegentropyICALayer
      • NegentropyICALayer.forward()
    • RotationLayer
      • RotationLayer.x
      • RotationLayer.forward()
  • torchdecomp.lu module
    • LULayer
      • LULayer.x
      • LULayer.forward()
  • torchdecomp.nmf module
    • NMFLayer
      • NMFLayer.x
      • NMFLayer.n_components
      • NMFLayer.l1_lambda_w
      • NMFLayer.l1_lambda_h
      • NMFLayer.l2_lambda_w
      • NMFLayer.l2_lambda_h
      • NMFLayer.bin_lambda_w
      • NMFLayer.bin_lambda_h
      • NMFLayer.eps
      • NMFLayer.beta
      • NMFLayer.forward()
      • NMFLayer.loss()
      • NMFLayer.negative()
      • NMFLayer.negative_h()
      • NMFLayer.negative_w()
      • NMFLayer.positive()
      • NMFLayer.positive_h()
      • NMFLayer.positive_w()
    • gradNMF()
    • updateNMF()
  • torchdecomp.qr module
    • QRLayer
      • QRLayer.x
      • QRLayer.forward()
  • torchdecomp.rec module
    • RecLayer
      • RecLayer.x
      • RecLayer.n_components
      • RecLayer.forward()
  • torchdecomp.symrec module
    • SymRecLayer
      • SymRecLayer.x
      • SymRecLayer.n_components
      • SymRecLayer.forward()
  • Module contents
    • CholeskyLayer
      • CholeskyLayer.x
      • CholeskyLayer.forward()
    • DDICALayer
      • DDICALayer.forward()
    • FactorLayer
      • FactorLayer.x
      • FactorLayer.n_components
      • FactorLayer.forward()
    • KurtosisICALayer
      • KurtosisICALayer.forward()
    • LULayer
      • LULayer.x
      • LULayer.forward()
    • NMFLayer
      • NMFLayer.x
      • NMFLayer.n_components
      • NMFLayer.l1_lambda_w
      • NMFLayer.l1_lambda_h
      • NMFLayer.l2_lambda_w
      • NMFLayer.l2_lambda_h
      • NMFLayer.bin_lambda_w
      • NMFLayer.bin_lambda_h
      • NMFLayer.eps
      • NMFLayer.beta
      • NMFLayer.forward()
      • NMFLayer.loss()
      • NMFLayer.negative()
      • NMFLayer.negative_h()
      • NMFLayer.negative_w()
      • NMFLayer.positive()
      • NMFLayer.positive_h()
      • NMFLayer.positive_w()
    • NegentropyICALayer
      • NegentropyICALayer.forward()
    • QRLayer
      • QRLayer.x
      • QRLayer.forward()
    • RecLayer
      • RecLayer.x
      • RecLayer.n_components
      • RecLayer.forward()
    • RotationLayer
      • RotationLayer.x
      • RotationLayer.forward()
    • SymRecLayer
      • SymRecLayer.x
      • SymRecLayer.n_components
      • SymRecLayer.forward()
    • create_dummy_matrix()
    • gradNMF()
    • print_named_parameters()
    • updateNMF()