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 4 years ago)
• Default Branch: master
• Last Pushed: 2022-06-22T01:38:35.000Z (over 2 years ago)
• Last Synced: 2023-03-03T16:52:44.756Z (almost 2 years ago)
• Topics: entropy, mutual-information, python
• Language: Python
• Homepage:
• Size: 6.84 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 1
• 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```