nonparametric topic

List nonparametric repositories

skggm

235
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44
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Scikit-learn compatible estimation of general graphical models

ProtoSeg

328
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35
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CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

conformal_classification

238
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34
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Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

IncrementalInference.jl

72
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21
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Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.

nemene

16
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0
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A practical nonparametric statistical tests library for JavaScript

NNS

66
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22
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Nonlinear Nonparametric Statistics

tvReg

19
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4
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R package to estimate time-varying coefficient regressions

ThunderBayesR

16
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4
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An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.

StatNotes

16
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6
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idiosyncratic lecture notes on statistics