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Title: ModelBase (DiffSharp)

Description: DiffSharp is a tensor library with support for differentiable programming. It is designed for use in machine learning, probabilistic programming, optimization and other domains.

direct link

Domain: diffsharp.github.io

author

Atılım Güneş Baydin, Don Syme, Barak A. Pearlmutter, Jeffrey Siskind, and DiffSharp contributors

Links:

	https://diffsharp.github.io/reference/index.html
Home	https://diffsharp.github.io/index.html
GitHub	https://github.com/DiffSharp/DiffSharp/
License (BSD)	https://github.com/DiffSharp/DiffSharp/blob/dev/LICENSE
Install	https://diffsharp.github.io/install.html
Quickstart	https://diffsharp.github.io/quickstart.html
More Examples	https://github.com/DiffSharp/DiffSharp/tree/dev/examples
API Reference	https://diffsharp.github.io/reference/index.html
Extensions	https://diffsharp.github.io/extensions.html
DiffSharp.Model	https://diffsharp.github.io/reference/diffsharp-model.html
mode	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#mode
Mode	https://diffsharp.github.io/reference/diffsharp-model-mode.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L251-251
Mode	https://diffsharp.github.io/reference/diffsharp-model-mode.html
ModelBase()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#``.ctor``
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L249-249
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.addBuffer (buffer, name)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addBuffer
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L444-444
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.addBuffer buffers	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addBuffer
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L440-440
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.addBuffer buffers	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addBuffer
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L437-437
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.addModel (model, name)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L424-424
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
this.addModel models	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L420-420
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
this.addModel models	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L417-417
Model	https://diffsharp.github.io/reference/diffsharp-model-model.html
this.addModel (model, name)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L414-414
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.addModel models	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L410-410
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.addModel models	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addModel
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L407-407
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.addParameter (parameter, name)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addParameter
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L434-434
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.addParameter parameters	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addParameter
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L430-430
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.addParameter parameters	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#addParameter
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L427-427
Parameter	https://diffsharp.github.io/reference/diffsharp-model-parameter.html
this.backend	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#backend
Backend	https://diffsharp.github.io/reference/diffsharp-backend.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L291-291
Backend	https://diffsharp.github.io/reference/diffsharp-backend.html
this.buffers	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#buffers
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L314-314
this.buffersVector	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#buffersVector
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L319-319
this.children	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#children
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L343-343
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.clone ()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#clone
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L475-475
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.descendants	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#descendants
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L348-348
ModelBase	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html
this.device	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#device
Device	https://diffsharp.github.io/reference/diffsharp-device.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L285-285
Device	https://diffsharp.github.io/reference/diffsharp-device.html
this.dtype	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#dtype
Dtype	https://diffsharp.github.io/reference/diffsharp-dtype.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L288-288
Dtype	https://diffsharp.github.io/reference/diffsharp-dtype.html
this.eval ()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#eval
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L281-281
this.forwardDiff (derivatives, ?nestingTag)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#forwardDiff
ParameterDict	https://diffsharp.github.io/reference/diffsharp-model-parameterdict.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L455-455
ParameterDict	https://diffsharp.github.io/reference/diffsharp-model-parameterdict.html
this.hasOwnBuffers	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#hasOwnBuffers
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L359-359
this.hasOwnParameters	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#hasOwnParameters
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L353-353
this.hasOwnState	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#hasOwnState
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L365-365
this.init f	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#init
Tensor	https://diffsharp.github.io/reference/diffsharp-tensor.html
Tensor	https://diffsharp.github.io/reference/diffsharp-tensor.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L371-371
Tensor	https://diffsharp.github.io/reference/diffsharp-tensor.html
Tensor	https://diffsharp.github.io/reference/diffsharp-tensor.html
this.isForwardDiff	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#isForwardDiff
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L294-294
this.isNoDiff	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#isNoDiff
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L300-300
this.isReverseDiff	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#isReverseDiff
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L297-297
this.move (?device, ?dtype, ?backend)	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#move
Device	https://diffsharp.github.io/reference/diffsharp-device.html
Dtype	https://diffsharp.github.io/reference/diffsharp-dtype.html
Backend	https://diffsharp.github.io/reference/diffsharp-backend.html
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L471-471
Device	https://diffsharp.github.io/reference/diffsharp-device.html
Dtype	https://diffsharp.github.io/reference/diffsharp-dtype.html
Backend	https://diffsharp.github.io/reference/diffsharp-backend.html
this.nbuffers	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#nbuffers
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L337-337
this.noDiff ()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#noDiff
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L468-468
this.nparameters	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#nparameters
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L334-334
this.nstate	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#nstate
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L340-340
this.parameters	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#parameters
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L304-304
this.parametersVector	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#parametersVector
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L309-309
this.reverseDiff ?nestingTag	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#reverseDiff
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L465-465
this.state	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#state
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L324-324
this.stateVector	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#stateVector
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L329-329
this.summary ()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#summary
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L492-492
this.train ()	https://diffsharp.github.io/reference/diffsharp-model-modelbase.html#train
	https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/Model.fs#L276-276

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