API Reference
=============

Data Management
---------------

.. autosummary::
   :toctree: generated
   :nosignatures:

   dsipts.Monash
   dsipts.read_public_dataset

Data Structure
--------------

.. autosummary::
   :toctree: generated
   :nosignatures:

   dsipts.TimeSeries
   dsipts.TimeSeries.load_signal
   
Models
------



.. autoclass:: dsipts.RNN
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.LinearTS
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Persistent
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.D3VAE
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.DilatedConv
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.TFT
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Informer
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.VVA
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.VQVAEA
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.CrossFormer
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Autoformer
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.PatchTST
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Diffusion
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.DilatedConvED
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.TIDE
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.ITransformer
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.TimeXER
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.TTM
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Samformer
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Duet
   :undoc-members:
   :show-inheritance: False
   :noindex:

.. autoclass:: dsipts.Base
   :undoc-members:
   :show-inheritance: False
   :noindex:
   
.. autoclass:: dsipts.Simple
   :undoc-members:
   :show-inheritance: False
   :noindex: