nirs4all.operators.models.pytorch package

Submodules

• nirs4all.operators.models.pytorch.mlp module
  • structural_mlp()
• nirs4all.operators.models.pytorch.nicon module
  • DepthwiseConv1D
    • DepthwiseConv1D.forward()
  • GlobalAveragePooling1D
    • GlobalAveragePooling1D.forward()
  • LayerNorm1D
    • LayerNorm1D.forward()
  • SeparableConv1D
    • SeparableConv1D.forward()
  • SpatialDropout1D
    • SpatialDropout1D.forward()
  • customizable_decon()
  • customizable_decon_classification()
  • customizable_nicon()
  • customizable_nicon_classification()
  • decon()
  • decon_Sep()
  • decon_Sep_classification()
  • decon_classification()
  • decon_layer_classification()
  • get_activation()
  • get_norm()
  • nicon()
  • nicon_VG()
  • nicon_VG_classification()
  • nicon_classification()
  • thin_nicon()
  • transformer()
  • transformer_VG()
  • transformer_VG_classification()
  • transformer_classification()
  • transformer_model()
  • transformer_model_classification()
• nirs4all.operators.models.pytorch.spectral_transformer module
  • SpectralTransformer
    • SpectralTransformer.forward()
  • spectral_transformer()
  • spectral_transformer_classification()
  • spectral_transformer_large()
  • spectral_transformer_large_classification()
  • spectral_transformer_small()
  • spectral_transformer_small_classification()