nonparametric
There are 56 repositories under nonparametric topic.
tfzhou/ProtoSeg
CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View
skggm/skggm
Scikit-learn compatible estimation of general graphical models
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).
JuliaRobotics/IncrementalInference.jl
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
OVVO-Financial/NNS
Nonlinear Nonparametric Statistics
icasas/tvReg
R package to estimate time-varying coefficient regressions
ergenekonyigit/nemene
A practical nonparametric statistical tests library for JavaScript
pbstark/StatNotes
idiosyncratic lecture notes on statistics
jirotubuyaki/ThunderBayesR
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
jkirkby3/BsplineDensity
B-Spline Density Estimation Library - nonparametric density estimation using B-Spline density estimator from univariate sample.
DiogoFerrari/hdpGLM
Hierarchical Dirichlet Process Generalized Linear Models
tubanlee/REDS_Central_Moments
Robust estimations from distribution structures: Central moments.
alanqrwang/nwhead
Code for the Nadaraya-Watson Head - an interpretable/explainable, nonparametric classification head which can be used with any neural network
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.
fetacore/libartificial
A small, header-only, fast C shared library with ML/nonparametrix algorithms for researchers and developers
EuanMcGonigle/CptNonPar
Development version of the CptNonPar R package
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
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.
stdlib-js/stats-kruskal-test
Compute the Kruskal-Wallis test for equal medians.
stdlib-js/stats-wilcoxon
Wilcoxon signed rank test.
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
happma/pseudorank
R Package providing functions to calculate pseudo-ranks and pseudo-rank based nonparametric test statistics.
sestelo/fwdselect
An R package for selecting variables in regression models
SMAC-Group/TwoCircles
:large_blue_circle: Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data
stinco/local-polynomial-regression-lecture
Lecture on Local Polynomial Regression given for the Statistical Machine Learning exam at University of Trieste
blakemoya/copre
Source code for the CopRe R package
caravagnalab/VIBER
VIBER - Variational Binomial Mixtures
jan-imbi/UncoupledIsoReg
This R package implements the algorithm proposed by Rigollet & Weed in their 2019 paper to solve the uncoupled isotonic regression problem.
klebermsousa/jackstrap
Jackstrap created by Sousa e Stosic (2005). The package detects outliers in efficiency measurement with big samples.
lafet1/adv_econometrics
Assignments and exercises from Advanced Econometrics 1&2
LouisSirugue/Nonparametric-IV_Replication-of-Horowitz-2011
Replication and simulations on "Applied Nonparametric Instrumental Variables Estimation" by Horowitz (2011) using R
mainkoon81/ooo-Bayesian-Modeling-C2
Non-parametric Model
pierremegevand/watsons_u2
Performs a permutation test based on Watson's U2 statistic for 2-sample testing of circular data.
roybka/EEG_clustering
Implementation of Maris & Oostenvald 2007 method
YujiSODE/BrunnerMunzelStat_js
This function estimates value of statistic used in "Brunner Munzel test" with given two sample arrays.
jrjthompson/anisotropicSmoothing
Anisotropic smoothing for change-point regression data