TransformerModelConfig
======================

.. currentmodule:: rectools.models.nn.transformers.base


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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Attributes

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