BH.oM.DeepLearning.IModule¶
Interface structure¶
Implemented interfaces and base types¶
The IModule is inheriting from the following base type(s) and implements the following interfaces:
- BH.oM.Base.IObject
Classes implementing this interface¶
The following classes are implementing this interface:
- BH.oM.DeepLearning.Losses.BCEWithSigmoid
- BH.oM.DeepLearning.Losses.BinaryCrossEntropy
- BH.oM.DeepLearning.Losses.CrossEntropy
- BH.oM.DeepLearning.Losses.L1
- BH.oM.DeepLearning.Losses.MeanSquareError
- BH.oM.DeepLearning.Losses.NegativeLogLikelihood
- BH.oM.DeepLearning.Layers.AvgPooling2d
- BH.oM.DeepLearning.Layers.Convolution2d
- BH.oM.DeepLearning.Layers.GRU
- BH.oM.DeepLearning.Layers.Linear
- BH.oM.DeepLearning.Layers.LSTM
- BH.oM.DeepLearning.Layers.MaxPooling2d
- BH.oM.DeepLearning.Layers.MaxUnPooling2d
- BH.oM.DeepLearning.Layers.TransposedConvolution2d
- BH.oM.DeepLearning.Activations.LeakyReLU
- BH.oM.DeepLearning.Activations.LogSigmoid
- BH.oM.DeepLearning.Activations.LogSoftmax
- BH.oM.DeepLearning.Activations.ReLU
- BH.oM.DeepLearning.Activations.Sigmoid
- BH.oM.DeepLearning.Activations.Softmax
- BH.oM.DeepLearning.Activations.Tanh
Properties¶
Code and Schema¶
C# implementation¶
Assembly: DeepLearning_oM.dll
The C# interface definition is available on github:
All history and changes of the class can be found by inspection the history.
JSON Schema implementation¶
The object is defined as a JSON schema. You can validate a JSON instance against this schema by reference. To do this, use the schema reference below in a validator like this one.
JSON Schema
{
"$ref" : "https://raw.githubusercontent.com/BHoM/BHoM_JSONSchema/develop/DeepLearning_oM/IModule.json"
}
The JSON Schema is available on github here: