association_rules | | Calculate association rules for a items/products in a dataset of transactions |
cluster_dataset | | Identify clusters in the dataset |
cluster_embeddings | | Identify clusters using the distance between provided embeddings |
cluster_network | ⚡ | Identify clusters in the network |
cluster_subnetwork | ⚡ | Identify clusters in the network by filtering the input dataset |
extract_node_betweenness | | Calculate network node betweenness |
extract_node_closeness | | Calculcate network node closeness |
extract_node_degree | | Calculate network node degrees |
extract_node_pagerank | | Calculate network node pagerank |
layout_coordinates | ⚡ | Create x, y positions for nodes from their geographical coordinates |
layout_dataset | | Reduce the dataset to 2 dimensions that can be mapped to x/y node positions |
layout_igraph | | Calculate layout, i.e. node positions, for a network |
layout_network | ⚡ | Compute a force-directed graph layout with a fast forceAtlas2 implementation |
layout_treemap | | Place nodes on the screen using a treemap layout |
link_embeddings | | Create network links between rows/nodes calculating the similarity of embeddings (vectors) |
link_grouped_embeddings | | Create network links calculating the similarity of embeddings (vectors) within groups |
link_rows | | Create network links using explicit lists of target IDs, weights and other link attributes |
link_rows_by_id | | Create network links using one or more lists of target ids |
link_rows_by_rownum | | Create network links using explicit lists of target row numbers and optional weights |
link_sequence_items | | Create network links between consecutive pairs in a column of sequences |
link_session_items | | Link items (e.g. products) in sessions (baskets) if one item makes the presence of the other in the same session more … |
link_similar_columns | | Calculates all pair-wise column dependencies (by default mutual information) |
link_similar_rows | | Create network links calculating similarity between multidimensional and multitype documents |