prototorch_models/docs/source/library.rst
Alexander Engelsberger 7b4f7d84e0 Update Documentation
Clean up project
2021-05-21 15:42:45 +02:00

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.. Available Models
Models
========================================
Unsupervised Methods
-----------------------------------------
.. autoclass:: prototorch.models.unsupervised.KNN
:members:
.. autoclass:: prototorch.models.unsupervised.NeuralGas
:members:
Classical Learning Vector Quantization
-----------------------------------------
Original LVQ models by Kohonen.
These heuristic algorithms do not use gradient descent.
.. autoclass:: prototorch.models.glvq.LVQ1
:members:
.. autoclass:: prototorch.models.glvq.LVQ21
:members:
It is also possible to use the GLVQ structure as shown in [Sato&Yamada].
This allows the use of gradient descent methods.
.. autoclass:: prototorch.models.glvq.GLVQ1
:members:
.. autoclass:: prototorch.models.glvq.GLVQ21
:members:
Generalized Learning Vector Quantization
-----------------------------------------
.. autoclass:: prototorch.models.glvq.GLVQ
:members:
.. autoclass:: prototorch.models.glvq.ImageGLVQ
:members:
.. autoclass:: prototorch.models.glvq.SiameseGLVQ
:members:
.. autoclass:: prototorch.models.glvq.GRLVQ
:members:
.. autoclass:: prototorch.models.glvq.GMLVQ
:members:
.. autoclass:: prototorch.models.glvq.LVQMLN
:members:
Classification by Component
-----------------------------------------
.. autoclass:: prototorch.models.cbc.CBC
:members:
.. autoclass:: prototorch.models.cbc.ImageCBC
:members:
Visualization
========================================
.. automodule:: prototorch.models.vis
:members:
:undoc-members: