pdistmap

Name	pdistmap JSON
Version	0.2.0 JSON
	download
home_page	https://github.com/rehanguha/pdistmap
Summary	This package helps to find the overlap percentage of two probability distributions.
upload_time	2024-10-16 16:47:35
maintainer	None
docs_url	None
author	Rehan Guha
requires_python	>=3.9
license	Apache-2.0
keywords	probability distributions statistics
VCS
bugtrack_url
requirements	contourpy cycler fonttools importlib-resources kiwisolver matplotlib numpy packaging pillow pyparsing python-dateutil scipy six zipp
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            
# PDistMap

This package helps to find the overlap percentage of two probability distributions.

## Installation

```bash
pip install pdistmap
```

## How to use it

### Method 1

```python

from pdistmap.set import KDEIntersection
import numpy as np

A = np.array([25, 40, 70, 65, 69, 75, 80, 85])
B = np.array([25, 40, 70, 65, 69, 75, 80, 85, 81, 90])

area = KDEIntersection(A,B).intersection_area()
print(area) # Expected output: 0.8752770150023454


KDEIntersection(A,B).intersection_area(plot = True)

```

![Sample Image](artifact/KDE_Plot.png)


            

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