Model<'In, 'Out> (DiffSharp)

Model<'In, 'Out> Type

Represents a model, primarily a collection of named parameters and sub-models and a function governed by them.

Constructor Description

Constructor	Description
`Model(?f, ?parameters, ?buffers, ?models)` Full Usage: `Model(?f, ?parameters, ?buffers, ?models)` Parameters: ?f : `'In -> 'Out` ?parameters : `seq<Parameter>` ?buffers : `seq<Parameter>` ?models : `seq<ModelBase>` Returns: `Model<'In, 'Out>`	?f : `'In -> 'Out` ?parameters : `seq<Parameter>` ?buffers : `seq<Parameter>` ?models : `seq<ModelBase>` Returns: `Model<'In, 'Out>`


                
                  
                    
                      Model(?f, ?parameters, ?buffers, ?models)

Full Usage: Model(?f, ?parameters, ?buffers, ?models)

Parameters:

?f : 'In -> 'Out

?parameters : seq<Parameter>

?buffers : seq<Parameter>

?models : seq<ModelBase>

Returns: Model<'In, 'Out>

Instance member	Description
`this.asFunction parameters input` Full Usage: `this.asFunction parameters input` Parameters: parameters : `Tensor` input : `'In` Returns: `'Out`	Use the model as a function of its parameters and input. The resulting function can be composed with a loss function and differentiated. During execution the parameters of the model are temporarily set to the supplied parameters. parameters : `Tensor` input : `'In` Returns: `'Out`
`this.clone ()` Full Usage: `this.clone ()` Returns: `Model<'In, 'Out>`	TBD Returns: `Model<'In, 'Out>`
`this.forward arg1` Full Usage: `this.forward arg1` Parameters: arg0 : `'In` Returns: `'Out` Modifiers: abstract	TBD arg0 : `'In` Returns: `'Out`

Static member	Description
`t --> model` Full Usage: `t --> model` Parameters: t : `'In` model : `Model<'In, 'Out>` Returns: `'Out`	TBD t : `'In` model : `Model<'In, 'Out>` Returns: `'Out`
`f --> model` Full Usage: `f --> model` Parameters: f : `'In -> 'Out` model : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	TBD f : `'In -> 'Out` model : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`
`model --> f` Full Usage: `model --> f` Parameters: model : `Model<'In, 'Out>` f : `'Out -> 'Out2` Returns: `Model<'In, 'Out2>`	TBD model : `Model<'In, 'Out>` f : `'Out -> 'Out2` Returns: `Model<'In, 'Out2>`
`model1 --> model2` Full Usage: `model1 --> model2` Parameters: model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	TBD model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`
`Model.compose model1 model2` Full Usage: `Model.compose model1 model2` Parameters: model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	TBD model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`