Probability density functions distance and similarity
Introduction
Measures the distances and similarities between two probability density functions of signals. The distances and similarities presented in the paper "Cha, Sung-Hyuk. Comprehensive survey on distance/similarity measures between probability density functions. City 1, no. 2 (2007): 1" are implemented here.
It is highly recommended to read the cited reference. Please note that some of the distances and similarities are NaN due to the division by zero and the log of zero. These cases deserve special attention.
Quick Pipeline Visualization
Example: Signals and PDFs.
Figures of signals 1 and 2 and its PDFs |
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Requirements
MATLAB
Feedback
Please rate and provide feedback for the further improvements.
Cite As
Preetham Manjunatha (2024). Probability density functions distance and similarity (https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4), GitHub. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
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Version | Published | Release Notes | |
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1.0.4.0 | See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4 |
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1.0.3 | See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.3 |