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`d2l` API 文档

chapter_appendix-tools-for-deep-learning/d2l.md

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d2l API 文档

:label:sec_d2l

d2l包以下成员的实现及其定义和解释部分可在源文件中找到。

:begin_tab:mxnet

eval_rst
.. currentmodule:: d2l.mxnet

:end_tab:

:begin_tab:pytorch

eval_rst
.. currentmodule:: d2l.torch

:end_tab:

:begin_tab:tensorflow

eval_rst
.. currentmodule:: d2l.torch

:end_tab:

:begin_tab:paddle

eval_rst
.. currentmodule:: d2l.paddle

:end_tab:

模型

eval_rst
.. autoclass:: Module
   :members:

.. autoclass:: LinearRegressionScratch
   :members:

.. autoclass:: LinearRegression
   :members:

.. autoclass:: Classification
   :members:

数据

eval_rst
.. autoclass:: DataModule
   :members:

.. autoclass:: SyntheticRegressionData
   :members:

.. autoclass:: FashionMNIST
   :members:

训练

eval_rst
.. autoclass:: Trainer
   :members:

.. autoclass:: SGD
   :members:

公用

eval_rst
.. autofunction:: add_to_class

.. autofunction:: cpu

.. autofunction:: gpu

.. autofunction:: num_gpus

.. autoclass:: ProgressBoard
   :members:

.. autoclass:: HyperParameters
   :members: