https://github.com/yamafaktory/hypergraph

Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.
https://github.com/yamafaktory/hypergraph

data data-science data-structure data-structures hypergraph hypergraphs rust rust-lang rustlang

Last synced: 6 days ago
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Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.

• Host: GitHub
• URL: https://github.com/yamafaktory/hypergraph
• Owner: yamafaktory
• License: mit
• Created: 2020-10-07T21:17:13.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-11-19T10:41:35.000Z (23 days ago)
• Last Synced: 2024-11-29T16:08:14.942Z (13 days ago)
• Topics: data, data-science, data-structure, data-structures, hypergraph, hypergraphs, rust, rust-lang, rustlang
• Language: Rust
• Homepage:
• Size: 335 KB
• Stars: 287
• Watchers: 4
• Forks: 11
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE-MIT

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README

        
![graph](hypergraph.svg)

---

[](https://github.com/yamafaktory/hypergraph/actions/workflows/ci.yml) [](https://crates.io/crates/hypergraph/versions?sort=semver) [](https://docs.rs/hypergraph)

Hypergraph is a data structure library to generate **directed** [hypergraphs](https://en.wikipedia.org/wiki/Hypergraph).

A hypergraph is a generalization of a graph in which a hyperedge can join any number of vertices.

## 📣 Goal

This library aims at providing the necessary methods for modeling complex, multiway (non-pairwise) relational data found in complex networks.

One of the main advantages of using a hypergraph model over a graph one is to provide a more flexible and natural framework to represent entities and their relationships (e.g. Alice uses some social network, shares some data to Bob, who shares it to Carol, etc).

## 🎁 Features

This library enables you to represent:

- **non-simple** hypergraphs with two or more hyperedges - with different weights - containing the exact same set of vertices

- **self-loops** - i.e., hyperedges containing vertices directed to themselves one or more times

- **unaries** - i.e., hyperedges containing a unique vertex

## ⚗️ Implementation

- 100% safe Rust

- Proper error handling

- Stable indexes assigned for each hyperedge and each vertex

- Parallelism (with Rayon)

## 🛠️ Installation

Add this to your `Cargo.toml` (replace _current_version_ with the [latest version of the library](https://crates.io/crates/hypergraph)):

```toml

[dependencies]

hypergraph = "curent_version"

```

## ⚡️ Usage

Please read the [documentation](https://docs.rs/hypergraph) to get started.