BERT4RecModelConfig
===================

.. currentmodule:: rectools.models.nn.transformers.bert4rec


.. autoclass:: BERT4RecModelConfig
   :members:
   :show-inheritance:
   :exclude-members: __init__
     
   
   :inherited-members:
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~BERT4RecModelConfig.construct
      ~BERT4RecModelConfig.copy
      ~BERT4RecModelConfig.dict
      ~BERT4RecModelConfig.from_orm
      ~BERT4RecModelConfig.json
      ~BERT4RecModelConfig.model_construct
      ~BERT4RecModelConfig.model_copy
      ~BERT4RecModelConfig.model_dump
      ~BERT4RecModelConfig.model_dump_json
      ~BERT4RecModelConfig.model_json_schema
      ~BERT4RecModelConfig.model_parametrized_name
      ~BERT4RecModelConfig.model_post_init
      ~BERT4RecModelConfig.model_rebuild
      ~BERT4RecModelConfig.model_validate
      ~BERT4RecModelConfig.model_validate_json
      ~BERT4RecModelConfig.model_validate_strings
      ~BERT4RecModelConfig.parse_file
      ~BERT4RecModelConfig.parse_obj
      ~BERT4RecModelConfig.parse_raw
      ~BERT4RecModelConfig.schema
      ~BERT4RecModelConfig.schema_json
      ~BERT4RecModelConfig.update_forward_refs
      ~BERT4RecModelConfig.validate
   
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BERT4RecModelConfig.model_computed_fields
      ~BERT4RecModelConfig.model_config
      ~BERT4RecModelConfig.model_extra
      ~BERT4RecModelConfig.model_fields
      ~BERT4RecModelConfig.model_fields_set
      ~BERT4RecModelConfig.data_preparator_type
      ~BERT4RecModelConfig.use_key_padding_mask
      ~BERT4RecModelConfig.mask_prob
      ~BERT4RecModelConfig.n_blocks
      ~BERT4RecModelConfig.n_heads
      ~BERT4RecModelConfig.n_factors
      ~BERT4RecModelConfig.use_pos_emb
      ~BERT4RecModelConfig.use_causal_attn
      ~BERT4RecModelConfig.dropout_rate
      ~BERT4RecModelConfig.session_max_len
      ~BERT4RecModelConfig.dataloader_num_workers
      ~BERT4RecModelConfig.batch_size
      ~BERT4RecModelConfig.loss
      ~BERT4RecModelConfig.n_negatives
      ~BERT4RecModelConfig.gbce_t
      ~BERT4RecModelConfig.lr
      ~BERT4RecModelConfig.epochs
      ~BERT4RecModelConfig.verbose
      ~BERT4RecModelConfig.deterministic
      ~BERT4RecModelConfig.recommend_batch_size
      ~BERT4RecModelConfig.recommend_torch_device
      ~BERT4RecModelConfig.train_min_user_interactions
      ~BERT4RecModelConfig.item_net_block_types
      ~BERT4RecModelConfig.item_net_constructor_type
      ~BERT4RecModelConfig.pos_encoding_type
      ~BERT4RecModelConfig.transformer_layers_type
      ~BERT4RecModelConfig.lightning_module_type
      ~BERT4RecModelConfig.negative_sampler_type
      ~BERT4RecModelConfig.similarity_module_type
      ~BERT4RecModelConfig.backbone_type
      ~BERT4RecModelConfig.get_val_mask_func
      ~BERT4RecModelConfig.get_trainer_func
      ~BERT4RecModelConfig.get_val_mask_func_kwargs
      ~BERT4RecModelConfig.get_trainer_func_kwargs
      ~BERT4RecModelConfig.data_preparator_kwargs
      ~BERT4RecModelConfig.transformer_layers_kwargs
      ~BERT4RecModelConfig.item_net_constructor_kwargs
      ~BERT4RecModelConfig.pos_encoding_kwargs
      ~BERT4RecModelConfig.lightning_module_kwargs
      ~BERT4RecModelConfig.negative_sampler_kwargs
      ~BERT4RecModelConfig.similarity_module_kwargs
      ~BERT4RecModelConfig.backbone_kwargs
      ~BERT4RecModelConfig.cls