scEve
=====

Modality imputation using downloaded or custom scEve model.

.. module:: scparadise.sceve

.. currentmodule:: scparadise

Download model
--------------

Download pretrained model from `scParadise repository <https://github.com/Chechekhins/scParadise>`_.

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

   sceve.available_models
   sceve.download_model

Model training and tuning
-------------------------

Train custom scEve model using your own multimodal dataset.
Hyperparameter tuning is also available to achieve better model performance.

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

   sceve.train
   sceve.hyperparameter_tuning
   sceve.train_tuned

Imputation 
----------

Modality imputation using downloaded or custom scEve model.

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

   sceve.predict