HSTUModelConfig
===============

.. currentmodule:: rectools.models.nn.transformers.hstu


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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

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

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Attributes

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