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d2l API Document

🏷️sec_d2l

The implementations of the following members of the d2l package and sections where they are defined and explained can be found in the source file.

:begin_tab:mxnet


.. currentmodule:: d2l.mxnet

:end_tab:

:begin_tab:pytorch


.. currentmodule:: d2l.torch

:begin_tab:tensorflow


.. currentmodule:: d2l.torch

:end_tab:

Models


.. autoclass:: Module
   :members: 

.. autoclass:: LinearRegressionScratch
   :members:

.. autoclass:: LinearRegression
   :members:    

.. autoclass:: Classification
   :members:

Data


.. autoclass:: DataModule
   :members: 

.. autoclass:: SyntheticRegressionData
   :members: 

.. autoclass:: FashionMNIST
   :members:

Trainer


.. autoclass:: Trainer
   :members: 

.. autoclass:: SGD
   :members:

Utilities


.. autofunction:: add_to_class

.. autofunction:: cpu

.. autofunction:: gpu

.. autofunction:: num_gpus

.. autoclass:: ProgressBoard
   :members: 

.. autoclass:: HyperParameters
   :members: