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Claim

Vectorized Particle Filtering

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 16 Feb 2024Publisher:Zenodo

doi: 10.5281/zenodo.12730846 , 10.5281/zenodo.11084194 , 10.5281/zenodo.11076739 , 10.5281/zenodo.11083409 , 10.5281/zenodo.11084488 , 10.5281/zenodo.12730847 , 10.5281/zenodo.12734378 , 10.5281/zenodo.10669678 , 10.5281/zenodo.11076955 , 10.5281/zenodo.11083408 , 10.5281/zenodo.10672569 , 10.5281/zenodo.10672559 , 10.5281/zenodo.10669679 , 10.5281/zenodo.10672573 , 10.5281/zenodo.10670533

Vectorized Particle Filtering

Abstract

Python scripts for the vectorized version of the Particle Filtering algorithm based on Probabilistic Program Graphs described in "Feynman-Kac models for universal probabilistic programming".

  • BIP!
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average