awesom

Name	awesom JSON
Version	0.1.6 JSON
	download
home_page	https://github.com/Teagum/awesom
Summary	Self-organizing map framework for Python
upload_time	2024-10-17 12:50:57
maintainer	None
docs_url	None
author	Michael Blaß
requires_python	<4.0,>=3.10
license	BSD-3-Clause
keywords
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            [![mypy](https://github.com/Teagum/blossom/actions/workflows/mypy.yml/badge.svg)](https://github.com/Teagum/blossom/actions/workflows/mypy.yml)
[![pylint](https://github.com/Teagum/blossom/actions/workflows/pylint.yml/badge.svg)](https://github.com/Teagum/blossom/actions/workflows/pylint.yml)

# Awesom
Self-organizing map framework for Python


```python
import matplotlib.pyplot as plt

from awesom import datasets
from awesom import plot as asp
from awesom.som import IncrementalMap


X, y = datasets.norm_circle(5, 500, 1, radius=4)

som = IncrementalMap((7, 7, X.shape[1]), 100, 0.04, 4)
som.fit(X)

fig, ax = plt.subplots(1, 1)
asp.data_2d(ax, X, y)
asp.wire(ax, som)
```

![SOM wire plot](https://user-images.githubusercontent.com/11088297/209104159-958cfbef-15f5-4259-9c15-bfebcb76058e.png "Input dataspce with wire plot")


            

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