https://github.com/lusinlu/fast-kraskov-mutual-information-estimation
Kraskov mutual information estimation based on approximate nearest neighbours
https://github.com/lusinlu/fast-kraskov-mutual-information-estimation
entropy mutual-information python
Last synced: about 1 month ago
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Kraskov mutual information estimation based on approximate nearest neighbours
- Host: GitHub
- URL: https://github.com/lusinlu/fast-kraskov-mutual-information-estimation
- Owner: lusinlu
- License: mit
- Created: 2020-04-09T08:19:36.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2023-07-06T21:50:05.000Z (over 2 years ago)
- Last Synced: 2024-11-08T02:54:27.226Z (11 months ago)
- Topics: entropy, mutual-information, python
- Language: Python
- Homepage:
- Size: 7.81 KB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Kraskov mutual information.
Kraskov mutual information estimation between continious and discrete variables,
based on approximate nearest neighbors calculation.
# Description
implementation of ["Mutual Information between Discrete and Continuous
Data Sets"](https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0087357&type=printable), based on public library [faiss](https://github.com/facebookresearch/faiss), for faster
nearest neighbors calculation.
# Installation
``` pip install -r requirements.txt```