ConcatVisualBPR¶
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class
openrec.legacy.recommenders.
ConcatVisualBPR
(batch_size, max_user, max_item, dim_embed, dim_ve, item_f_source, item_serving_size=None, l2_reg=None, sess_config=None)¶ -
_build_default_fusions
(train=True)¶ Build default fusion modules (may be overriden).
Parameters: train (bool) – An indicator for training or servining phase.
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_build_item_extractions
(train=True)¶ Build extraction modules for items’ data sources (should be overriden)
Parameters: train (bool) – An indicator for training or servining phase.
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_build_item_inputs
(train=True)¶ Build inputs for items’ data sources (should be overriden)
Parameters: train (bool) – An indicator for training or servining phase.
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_grad_post_processing
(grad_var_list)¶ Post-process gradients before updating variables.
Parameters: grad_var_list (list) – A list of tuples (gradients, variable). Returns: A list of updated tuples (updated gradients, variables). Return type: list
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_input_mappings
(batch_data, train)¶ Define mappings from input training batch to defined inputs.
Parameters: - batch_data (dict) – A training batch.
- train (bool) – An indicator for training or servining phase.
Returns: The mapping where a key corresponds to an input object, and a value corresponds to a
batch_data
value.Return type: dict
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