Moran's Index
Compute Moran's Index for images or adjacency matrices
Installation
You can install moransi via pip:
pip install moransi
To install latest development version :
pip install git+https://github.com/GuignardLab/moransi.git
Usage
You can use this code after installing it the following way:
from moransi import morans_i_image
image = ... # opening an image
kernel = ... # A kernel for the weights of the neighbouring pixels
morans_i_image(image, kernel) # Returns the Moran's index
from moransi import morans_i_adjacency_matrix
adjacency_matrix = ... # an adjacency matrix of size N by N.
# It is either binary or links weights
# adjacency_matrix[i, j] is >0 if there is an edge
# between i and j
metric = ... # An array of size N where metric[i] is the value of node `i`
morans_i_adjacency_matrix(image, metric) # Returns the Moran's index
Contributing
Contributions are very welcome.
License
Distributed under the terms of the MIT license, "moransi" is free and open source software
Issues
If you encounter any problems, please file an issue along with a detailed description.
1 maintainer
Metadata
1 maintainer
Release files for moransi 1.0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| moransi-1.0.1.tar.gz | 4.9 kB | Without provenance | Details for moransi-1.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| moransi-1.0.1-py3-none-any.whl | Python 3 | none | any | Details for moransi-1.0.1-py3-none-any.whl |
Total release size: 10.0 kB
Release files / moransi-1.0.1.tar.gz
| Download URL | moransi-1.0.1.tar.gz |
|---|---|
| Size | 4.9 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / moransi-1.0.1-py3-none-any.whl
| Download URL | moransi-1.0.1-py3-none-any.whl |
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| Size | 5.1 kB |
| Tags | Python 3 |
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