:py:mod:`experiment`
====================

.. py:module:: experiment


Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

   experiment.Experiment




.. py:class:: Experiment(*, dataset, model, parameters, ith_logger, store_emb_dataframe=False, storage_path='')


   Experiment class for training and evaluation

   .. py:method:: get_data_idxs(data)


   .. py:method:: get_er_vocab(data)
      :staticmethod:


   .. py:method:: get_re_vocab(data)
      :staticmethod:


   .. py:method:: get_batch_1_to_N(er_vocab, er_vocab_pairs, idx)


   .. py:method:: describe()


   .. py:method:: evaluate_one_to_n(model, data, log_info='Evaluate one to N.')

      Evaluate model


   .. py:method:: evaluate_standard(model, data, log_info='Evaluate one to N.')


   .. py:method:: eval(model)

      trained model


   .. py:method:: val(model)

      Validation


   .. py:method:: train(model)

      Training.


   .. py:method:: train_and_eval()

      Train and evaluate phases.


   .. py:method:: k_vs_all_training_schema(model)


   .. py:method:: negative_sampling_training_schema(model)