SASRecModelConfig
=================

.. currentmodule:: rectools.models.nn.transformers.sasrec


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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Attributes

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