nonparametric

There are 0 repository under nonparametric topic.

tfzhou / ProtoSeg
CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View
clustering deep-learning fcn metric-learning nearest-neighbours-classifier nonparametric prototype segmentation semantic-segmentation softmax transformer
Language:Python 321
skggm / skggm
Scikit-learn compatible estimation of general graphical models
scikit-learn machine-learning graphical-models gaussian-graphical-models covariance-matrix ensemble-learning nonparametric rank-correlation general-graphical-models skggm graphical-lasso precision-matrix concentration-graph
Language:Python 235
aangelopoulos / conformal_classification
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).
prediction-sets conformal-prediction conformal machine-learning distribution-free nonparametric nonparametric-statistics classification imagenet artificial-intelligence neural-networks pytorch deep-neural-networks statistics computer-vision vision classifier uncertainty uncertainty-quantification
Language:Jupyter Notebook 210
JuliaRobotics / IncrementalInference.jl
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
factor-graphs bayes bayes-tree inference slam robotics optimization sum-product belief-propagation isam nonparametric parametric multi-modal julia-language state-estimation multi-hypothesis caesar bayes-network filtering-algorithm chapman-kolmogorov
Language:Julia 72
OVVO-Financial / NNS
Nonlinear Nonparametric Statistics
partial-moments nonlinear nonparametric statistics machine-learning econometrics time-series clustering
Language:HTML 51
icasas / tvReg
R package to estimate time-varying coefficient regressions
nonparametric regression sure autoregressive vectorautoregressive
Language:HTML 19
ergenekonyigit / nemene
A practical nonparametric statistical tests library for JavaScript
javascript library nonparametric statistical-analysis statistics tests
Language:JavaScript 16
jirotubuyaki / ThunderBayesR
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
bayesian-nonparametric-models bayesian clustering simulation nonparametric bayesian-statistics bayes data-clustering-algorithm data-analysis data-science clustering-algorithm cluster clustering-methods r-package dirichlet-process crp bayesian-nonparametrics bayesian-methods machine-learning r
Language:R 15
jkirkby3 / BsplineDensity
B-Spline Density Estimation Library - nonparametric density estimation using B-Spline density estimator from univariate sample.
nonparametric density estimation bsplines statistics nonparametric-statistics kernel-density-estimation kde kernel basis kernel-density maximum-likelihood maximum-likelihood-estimation nonparametric-regression spline-fit
Language:MATLAB 13
pbstark / StatNotes
idiosyncratic lecture notes on statistics
nonparametric statistics
Language:Jupyter Notebook 13
DiogoFerrari / hdpGLM
Hierarchical Dirichlet Process Generalized Linear Models
nonparametric nonparametricbayes npb dirichlet-process-mixtures semi-parametric hierarchical-clustering
Language:R 12
tubanlee / REDS_Central_Moments
Robust estimations from distribution structures: Central moments.
moment moments robust robust-estimation robust-optimization robust-pca robust-regresssion robust-statistics robustness nonparametric nonparametric-statistics semiparametric semiparametric-estimation unimodal
Language:R 10
alanqrwang / nwhead
Code for the Nadaraya-Watson Head - an interpretable/explainable, nonparametric classification head which can be used with any neural network
calibration deep-learning explainability image-classification interpretability nonparametric
Language:Python 9
opardo / GPDPQuantReg
R Package. Bayesian and nonparametric quantile regression, using Gaussian Processes to model the trend, and Dirichlet Processes, for the error. Author: Carlos Omar Pardo Gomez.
rpackage quantile-regression bayesian-statistics nonparametric
Language:R 9
fetacore / libartificial
A small, header-only, fast C shared library with ML/nonparametrix algorithms for researchers and developers
neural-networks ai machine-learning c nonparametric micro-framework nn blas
Language:C 7
EuanMcGonigle / CptNonPar
Development version of the CptNonPar R package
cran moving-sum nonparametric package r segmentation change-point-detection time-series
Language:R 4
sestelo / npregfast
An R package for obtaining nonparametric estimates of regression models with or without factor-by-curve interactions using local polynomial kernel smoothers or splines
regression-models r fortran curve-interactions nonparametric allometric barnacle testing critical-points factor-by-curve interaction
Language:R 4
isotlaboratory / UNAVOIDS-Code
Official repo of the article: W. A. Yousef, I. Traoré and W. Briguglio, "UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring," in IEEE Transactions on Information Forensics and Security, vol. 16, pp. 5195-5210, 2021, doi: 10.1109/TIFS.2021.3125608.
anomaly-detection intrusion-detection nonparametric outlier-detection unsupervised-learning visualization
Language:Python 3
stdlib-js / stats-kruskal-test
Compute the Kruskal-Wallis test for equal medians.
nodejs javascript stdlib node node-js statistics stats mathematics math summary test hypothesis equality median nonparametric non-parametric
Language:JavaScript 3
stdlib-js / stats-wilcoxon
Wilcoxon signed rank test.
nodejs javascript stdlib node node-js statistics stats mathematics math summary nonparametric signed paired difference median symmetric distribution test hypothesis
Language:JavaScript 3
ZhouLanNCSU / Potts_DTI
Codes for "A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging" Copyright (C) 2018 Zhou Lan (zlan@ncsu.edu) - All Rights Reserved
bayesian nonparametric positive definite matrices neuroimaging
Language:R 3
happma / pseudorank
R Package providing functions to calculate pseudo-ranks and pseudo-rank based nonparametric test statistics.
r rank pseudo-rank nonparametric cpp rstats rank-tests nonparametric-statistics trend-test pseudo-ranks
Language:R 2
SMAC-Group / TwoCircles
:large_blue_circle: Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data
nonparametric test circular-statistics
Language:HTML 2
local-polynomial-regression-lecture
stinco / local-polynomial-regression-lecture
Lecture on Local Polynomial Regression given for the Statistical Machine Learning exam at University of Trieste
regression r ggplot2 loess semiparametric nonparametric nonparametric-regression statistics
Language:TeX 2
blakemoya / copre
Source code for the CopRe R package
bayesian dirichlet-process nonparametric
Language:R 1
caravagnalab / VIBER
VIBER - Variational Binomial Mixtures
mixture-model variational-inference binomial-distribution clustering nonparametric
Language:HTML 1
jan-imbi / UncoupledIsoReg
This R package implements the algorithm proposed by Rigollet & Weed in their 2019 paper to solve the uncoupled isotonic regression problem.
uncoupledisotonicregression nonparametric statistics isotonic regression
Language:C++ 1
klebermsousa / jackstrap
Jackstrap created by Sousa e Stosic (2005). The package detects outliers in efficiency measurement with big samples.
jackstrap dea outlier-detection nonparametric
Language:R 1
lafet1 / adv_econometrics
Assignments and exercises from Advanced Econometrics 1&2
econometrics inference bootstrap nonparametric panel-data python r
Language:Python 1
LouisSirugue / Nonparametric-IV_Replication-of-Horowitz-2011
Replication and simulations on "Applied Nonparametric Instrumental Variables Estimation" by Horowitz (2011) using R
horowitz nonparametric instrumental-variable
Language:HTML 1
mainkoon81 / ooo-Bayesian-Modeling-C2
Non-parametric Model
kde nonparametric
1
pierremegevand / watsons_u2
Performs a permutation test based on Watson's U2 statistic for 2-sample testing of circular data.
circular nonparametric permutation statistics u2 watson
Language:MATLAB 1
roybka / EEG_clustering
Implementation of Maris & Oostenvald 2007 method
eeg-analysis clustering time-series nonparametric statistics
Language:MATLAB 1
sestelo / fwdselect
An R package for selecting variables in regression models
r feature-selection feature-engineering variable-selection variable-importance regresssion machine-learning-algorithms nonparametric
Language:R 1
YujiSODE / BrunnerMunzelStat_js
This function estimates value of statistic used in "Brunner Munzel test" with given two sample arrays.
statistics brunner-munzel-test javascript nonparametric
Language:JavaScript 1
jrjthompson / anisotropicSmoothing
Anisotropic smoothing for change-point regression data
change-point kernels regression smoothing image-processing nonparametric nonparametric-regression anisotropic anisotropic-diffusion fire-spread image-analysis kernel-regression
Language:Roff 0