phygnn
  • Home page
  • Installation and Usage
    • Installation
      • Simple Install
      • Developer Install
  • API reference
    • phygnn.base
      • phygnn.base.CustomNetwork
        • CustomNetwork
      • phygnn.base.GradientUtils
        • GradientUtils
    • phygnn.layers
      • phygnn.layers.custom_layers
        • phygnn.layers.custom_layers.get_custom_layer_objects
        • phygnn.layers.custom_layers.CBAM
        • phygnn.layers.custom_layers.ExpandDims
        • phygnn.layers.custom_layers.FlattenAxis
        • phygnn.layers.custom_layers.FlexiblePadding
        • phygnn.layers.custom_layers.FunctionalLayer
        • phygnn.layers.custom_layers.GaussianAveragePooling2D
        • phygnn.layers.custom_layers.GaussianNoiseAxis
        • phygnn.layers.custom_layers.LogTransform
        • phygnn.layers.custom_layers.MaskedSqueezeAndExcitation
        • phygnn.layers.custom_layers.MultiHeadAttention
        • phygnn.layers.custom_layers.PatchDecoder
        • phygnn.layers.custom_layers.PatchEncoder
        • phygnn.layers.custom_layers.PositionEncoder
        • phygnn.layers.custom_layers.SigLin
        • phygnn.layers.custom_layers.SkipConnection
        • phygnn.layers.custom_layers.SpatialExpansion
        • phygnn.layers.custom_layers.SpatioTemporalExpansion
        • phygnn.layers.custom_layers.SqueezeAndExcitation
        • phygnn.layers.custom_layers.Sup3rAdder
        • phygnn.layers.custom_layers.Sup3rConcat
        • phygnn.layers.custom_layers.Sup3rConcatObs
        • phygnn.layers.custom_layers.Sup3rObsModel
        • phygnn.layers.custom_layers.Sup3rTransformerBlock
        • phygnn.layers.custom_layers.Sup3rTransformerLayer
        • phygnn.layers.custom_layers.SwiGLU
        • phygnn.layers.custom_layers.TileLayer
        • phygnn.layers.custom_layers.TransformerLayer
        • phygnn.layers.custom_layers.UnitConversion
        • phygnn.layers.custom_layers.WindowGeometry
        • phygnn.layers.custom_layers.WindowedMultiHeadAttention
      • phygnn.layers.handlers
        • phygnn.layers.handlers.HiddenLayers
        • phygnn.layers.handlers.Layers
    • phygnn.model_interfaces
      • phygnn.model_interfaces.base_model
        • phygnn.model_interfaces.base_model.ModelBase
      • phygnn.model_interfaces.phygnn_model
        • phygnn.model_interfaces.phygnn_model.PhygnnModel
      • phygnn.model_interfaces.tf_model
        • phygnn.model_interfaces.tf_model.TfModel
    • phygnn.phygnn
      • phygnn.phygnn.PhysicsGuidedNeuralNetwork
        • PhysicsGuidedNeuralNetwork
    • phygnn.utilities
      • phygnn.utilities.loss_metrics
        • phygnn.utilities.loss_metrics.binary_crossentropy
        • phygnn.utilities.loss_metrics.mae
        • phygnn.utilities.loss_metrics.mbe
        • phygnn.utilities.loss_metrics.mse
        • phygnn.utilities.loss_metrics.relative_mae
        • phygnn.utilities.loss_metrics.relative_mbe
        • phygnn.utilities.loss_metrics.relative_mse
      • phygnn.utilities.pre_processing
        • phygnn.utilities.pre_processing.PreProcess
      • phygnn.utilities.tf_utilities
        • phygnn.utilities.tf_utilities.idw_fill
        • phygnn.utilities.tf_utilities.mean_fill
        • phygnn.utilities.tf_utilities.tf_isin
        • phygnn.utilities.tf_utilities.tf_log10
phygnn
  • Overview: module code

All modules for which code is available

  • keras.src.layers.attention.multi_head_attention
  • phygnn.base
  • phygnn.layers.custom_layers
  • phygnn.layers.handlers
  • phygnn.model_interfaces.base_model
  • phygnn.model_interfaces.phygnn_model
  • phygnn.model_interfaces.tf_model
  • phygnn.phygnn
  • phygnn.utilities.loss_metrics
  • phygnn.utilities.pre_processing
  • phygnn.utilities.tf_utilities

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