d2l API Document

:label: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

  2. .. currentmodule:: d2l.mxnet

:end_tab:

:begin_tab:pytorch

  2. .. currentmodule:: d2l.torch

:begin_tab:tensorflow

  2. .. currentmodule:: d2l.torch

:end_tab:

Models

  2. .. autoclass:: Module
  3.    :members: 
  5. .. autoclass:: LinearRegressionScratch
  6.    :members:
  8. .. autoclass:: LinearRegression
  9.    :members:    
  11. .. autoclass:: Classification
  12.    :members:

Data

  2. .. autoclass:: DataModule
  3.    :members: 
  5. .. autoclass:: SyntheticRegressionData
  6.    :members: 
  8. .. autoclass:: FashionMNIST
  9.    :members:

Trainer

  2. .. autoclass:: Trainer
  3.    :members: 
  5. .. autoclass:: SGD
  6.    :members:

Utilities

  2. .. autofunction:: add_to_class
  4. .. autofunction:: cpu
  6. .. autofunction:: gpu
  8. .. autofunction:: num_gpus
  10. .. autoclass:: ProgressBoard
  11.    :members: 
  13. .. autoclass:: HyperParameters
  14.    :members: