# Ultipa Graph Analytics & Algorithms v2.x

The Ultipa Graph Algorithms Handbook v2 for Ultipa Graph v2.x

#### Algorithm Basic

Ultipa offers an ever-growing rich set of algorithms for graph analytics purposes, including vari...

#### Degree

In graph theory, the degree of a vertex (node) of a graph is the number of edges that are inciden...

#### Centrality

algo(closeness) Advanced Closeness centrality (or closeness) of a node is the reciprocal o...

#### General Graph Algorithm

algo(khop_all) Advanced Khop_all is a whole-graph algorithm that does K-hop against all no...

#### Advanced Graph Algorithm

algo(hyperANF) Advanced HyperANF is an approximate algorithm that calculates the average d...

#### Community Detection & Propagation Algorithm

algo(page_rank) Basic Page Rank is a way of measuring the importance of nodes in a DIRECTE...

#### Similarity

algo(jaccard) Basic Real-time Jaccard Similarity is also known as Intersection over ...

#### Graph Embedding

Embedding algorithms are rooted in the mathematical concept of embedding, the goal is to abstract...