deel.lip package

Submodules

• deel.lip.activations module
• deel.lip.callbacks module
  • CondenseCallback
    • CondenseCallback.get_config()
    • CondenseCallback.on_epoch_end()
    • CondenseCallback.on_train_batch_end()
  • LossParamLog
    • LossParamLog.get_config()
    • LossParamLog.on_epoch_end()
  • LossParamScheduler
    • LossParamScheduler.get_config()
    • LossParamScheduler.on_train_batch_begin()
  • MonitorCallback
    • MonitorCallback.get_config()
    • MonitorCallback.on_epoch_end()
    • MonitorCallback.on_train_batch_end()
• deel.lip.constraints module
  • AutoWeightClipConstraint
    • AutoWeightClipConstraint.get_config()
  • FrobeniusConstraint
    • FrobeniusConstraint.get_config()
  • SpectralConstraint
    • SpectralConstraint.get_config()
  • WeightClipConstraint
    • WeightClipConstraint.get_config()
• deel.lip.initializers module
  • SpectralInitializer
    • SpectralInitializer.get_config()
• deel.lip.layers module
• deel.lip.losses module
  • CategoricalHinge
    • CategoricalHinge.call()
    • CategoricalHinge.get_config()
  • HKR
    • HKR.call()
    • HKR.get_config()
    • HKR.hkr()
  • HingeMargin
    • HingeMargin.call()
    • HingeMargin.get_config()
  • KR
    • KR.call()
    • KR.get_config()
  • MultiMargin
    • MultiMargin.call()
    • MultiMargin.get_config()
  • MulticlassHKR
    • MulticlassHKR.call()
    • MulticlassHKR.get_config()
    • MulticlassHKR.hkr()
  • MulticlassHinge
    • MulticlassHinge.call()
    • MulticlassHinge.get_config()
  • MulticlassKR
    • MulticlassKR.call()
    • MulticlassKR.get_config()
  • TauCategoricalCrossentropy
    • TauCategoricalCrossentropy.call()
    • TauCategoricalCrossentropy.get_config()
  • hinge_margin()
  • multiclass_hinge()
• deel.lip.metrics module
  • BinaryProvableAvgRobustness
    • BinaryProvableAvgRobustness.call()
    • BinaryProvableAvgRobustness.get_config()
  • BinaryProvableRobustAccuracy
    • BinaryProvableRobustAccuracy.call()
    • BinaryProvableRobustAccuracy.get_config()
  • CategoricalProvableAvgRobustness
    • CategoricalProvableAvgRobustness.call()
    • CategoricalProvableAvgRobustness.get_config()
  • CategoricalProvableRobustAccuracy
    • CategoricalProvableRobustAccuracy.call()
    • CategoricalProvableRobustAccuracy.get_config()
• deel.lip.model module
  • Model
    • Model.condense()
    • Model.vanilla_export()
  • Sequential
    • Sequential.build()
    • Sequential.condense()
    • Sequential.get_config()
    • Sequential.set_klip_factor()
    • Sequential.vanilla_export()
  • vanillaModel()
• deel.lip.normalizers module
  • bjorck_normalization()
  • reshaped_kernel_orthogonalization()
  • set_stop_grad_spectral()
  • set_swap_memory()
  • spectral_normalization()
  • spectral_normalization_conv()
• deel.lip.regularizers module
  • LorthRegularizer
    • LorthRegularizer.get_config()
    • LorthRegularizer.set_kernel_shape()
  • OrthDenseRegularizer
    • OrthDenseRegularizer.get_config()
• deel.lip.unconstrained_layers module
• deel.lip.utils module
  • evaluate_lip_const()
  • evaluate_lip_const_gen()
  • process_labels_for_multi_gpu()

Module contents