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[Refactor] Rename specs to simpler names #2368

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Aug 7, 2024
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[Refactor] Rename specs to simpler names #2368

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[Refactor] Rename specs to simpler names
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@vmoens
vmoens committed Aug 6, 2024
commit cfb95ed00c52ea7172e303b91b8e9ee3682585bf
26 changes: 17 additions & 9 deletions docs/source/reference/data.rst
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Expand Up @@ -889,15 +889,23 @@ function.

Specs fall in two main categories, numerical and categorical.

.. table:: TensorSpec subclasses.

+-------------------------------------------------------------------------------+------------------------------------------------------------------+
| Numerical | Categorical | |
+=====================================+=========================================+========+=============+=============+==================+==========+
| Bounded | Unbounded | OneHot | MultiOneHot | Categorical | MultiCategorical | Binary |
+-----------------+-------------------+-------------------+---------------------+ | | | | |
| BoundedDiscrete | BoundedContinuous | UnboundedDiscrete | UnboundedContinuous | | | | | |
+-----------------+-------------------+-------------------+---------------------+--------+-------------+-------------+------------------+----------+
.. table:: Numerical TensorSpec subclasses.

+-------------------------------------------------------------------------------+
| Numerical |
+=====================================+=========================================+
| Bounded | Unbounded |
+-----------------+-------------------+-------------------+---------------------+
| BoundedDiscrete | BoundedContinuous | UnboundedDiscrete | UnboundedContinuous |
+-----------------+-------------------+-------------------+---------------------+

.. table:: Categorical TensorSpec subclasses.

+------------------------------------------------------------------+
| Categorical | |
+========+=============+=============+==================+==========+
| OneHot | MultiOneHot | Categorical | MultiCategorical | Binary |
+--------+-------------+-------------+------------------+----------+

Whenever a :class:`~torchrl.data.Bounded` instance is created, its domain (defined either implicitly by its dtype or
explicitly by the `"domain"` keyword argument) will determine if the instantiated class will be of :class:`~torchrl.data.BoundedContinuous`
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