https://github.com/M-Soundouss/CopulaConformalMTR

Code for paper "Copula-based conformal prediction for Multi-Target Regression"
https://github.com/M-Soundouss/CopulaConformalMTR

conformal-prediction copulas multi-target-regression

Last synced: about 1 month ago
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Code for paper "Copula-based conformal prediction for Multi-Target Regression"

• Host: GitHub
• URL: https://github.com/M-Soundouss/CopulaConformalMTR
• Owner: M-Soundouss
• Created: 2021-04-01T17:14:06.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-04-01T17:18:58.000Z (over 3 years ago)
• Last Synced: 2024-02-13T07:42:38.378Z (10 months ago)
• Topics: conformal-prediction, copulas, multi-target-regression
• Language: Python
• Homepage:
• Size: 11.7 KB
• Stars: 23
• Watchers: 2
• Forks: 3
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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• awesome-conformal-prediction - Copula Conformal Multi Target Regression

README

        
# Copula Conformal Multi Target Regression

Code for article : Copula-based conformal prediction for Multi-Target Regression

Environment : Python 3.6 with Keras, Tensorflow, and libraries numpy, pandas, sklearn, matplotlib, copulae.

Note : The representations are not deterministic, so it may not have the same results as in the paper,

but the idea and the tendencies remain the same.