https://github.com/mlange-42/kohonen
A Self-organizing Maps (SOM) / Kohonen networks library and command line tool in Rust.
https://github.com/mlange-42/kohonen
command-line kohonen kohonen-map machine-learning neural-network rust self-organizing-map som visualization
Last synced: 29 days ago
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A Self-organizing Maps (SOM) / Kohonen networks library and command line tool in Rust.
- Host: GitHub
- URL: https://github.com/mlange-42/kohonen
- Owner: mlange-42
- License: mit
- Created: 2020-03-27T00:00:21.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-06-01T22:05:04.000Z (almost 5 years ago)
- Last Synced: 2025-02-13T19:19:56.755Z (3 months ago)
- Topics: command-line, kohonen, kohonen-map, machine-learning, neural-network, rust, self-organizing-map, som, visualization
- Language: Rust
- Homepage:
- Size: 765 KB
- Stars: 2
- Watchers: 2
- Forks: 1
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# kohonen
[](https://travis-ci.com/mlange-42/kohonen)
A Rust Self-organizing Maps (SOM) / Kohonen networks library and command line tool.
_Warning:_ This project is in a very experimental state.
## Self-organizing maps
* [SOM on Wikipedia](https://en.wikipedia.org/wiki/Self-organizing_map)
* For Super-SOMs, see [this paper](https://www.jstatsoft.org/article/view/v021i05) about a respective R package.
## Command line tool
### Installation
* Download the [latest binaries](https://github.com/mlange-42/kohonen/releases).
* Unzip somewhere with write privileges (only required for running examples in place).
### Usage
* Try the examples in sub-directory [`/cmd_examples`](/cmd_examples).
* To view the full list of options, run `kohonen --help`
## Library / crate
To use this crate as a library, add the following to your `Cargo.toml` dependencies section:
```
kohonen = { git = "https://github.com/mlange-42/kohonen.git" }
```
See the included examples for usage details.
## Development version
For the latest development version, see branch [`dev`](https://github.com/mlange-42/kohonen/tree/dev).