PyTorch Geometric Temporal Signal
=================================

.. contents:: Contents
    :local:
    
Temporal Signal Iterators
-------------------------

.. autoapimodule:: torch_geometric_temporal.signal.static_graph_temporal_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy


.. autoapimodule:: torch_geometric_temporal.signal.dynamic_graph_temporal_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_graph_static_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

Heterogeneous Temporal Signal Iterators
-------------------------

.. autoapimodule:: torch_geometric_temporal.signal.static_hetero_graph_temporal_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_hetero_graph_temporal_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_hetero_graph_static_signal
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

Temporal Signal Batch Iterators
-------------------------------
    
.. autoapimodule:: torch_geometric_temporal.signal.static_graph_temporal_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_graph_temporal_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_graph_static_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

Heterogeneous Temporal Signal Batch Iterators
-------------------------------

.. autoapimodule:: torch_geometric_temporal.signal.static_hetero_graph_temporal_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_hetero_graph_temporal_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

.. autoapimodule:: torch_geometric_temporal.signal.dynamic_hetero_graph_static_signal_batch
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

Temporal Signal Index-Batching Iterators
--------------------------------


.. autoapimodule:: torch_geometric_temporal.signal.index_dataset
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy

Temporal Signal Train-Test Split
--------------------------------
.. autoapimodule:: torch_geometric_temporal.signal.temporal_signal_split
    :members:
    :undoc-members:
    :exclude-members: Additional_Features, Edge_Index, Edge_Weight, Node_Features, features, targets, edge_weight, edge_index, additional_feature_keys, Targets, edge_indices, edge_weights, Edge_Indices, Edge_Weights, feature, Node_Feature, edge_index_dict, edge_weight_dict, feature_dicts, target_dicts, edge_index_dicts, edge_weight_dicts, feature_dict, Batches, batches, batch_dict, batch_dicts, data, gpu, horizon, indices, lazy