gamlss 开源项目推荐（33 个）

StatMixedML /XGBoostLSS

An extension of XGBoost to probabilistic modelling

StatMixedML /LightGBMLSS

An extension of LightGBM to probabilistic modelling

StatMixedML /CatBoostLSS

An extension of CatBoost to probabilistic modelling

simon-hirsch /ondil

A package for online distributional learning.

OpenTabular /NAMpy

Interpretable additive models for tabular data: classical GAMs (with REML smoothness selection, inference, shape constraints & diagnostics) plus neural additive models (NAM, NBM, NodeGAM, GPNAM, SIAN, SPAM, and more) for regression, classification, and distributional regression.

boost-R /gamboostLSS

Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The current relase version can be found on CRAN (https://cran.r-project.org/package=gamboostLSS).

StatMixedML /Py-BoostLSS

An extension of Py-Boost to probabilistic modelling

JoKra1 /mssm

Toolbox to estimate, automatically regularize, and select between Generalized Additive Mixed Models and their extensions in Python

xi2pi /RefCurv

RefCurv: A Software for the Construction of Pediatric Reference Curves

rich-iannone /whittaker

A Python library for Generalized Additive Models (GAMs) with flexible smoothing, principled inference, and beautiful visualizations.

danlegend5 /FitFun

A general modelling framework for specifying and fitting models to empirical fundamental diagrams of road traffic, and for comparing the model fits using information criteria

SandraKla /AdRI

Shiny App: Calculation of Age-dependent Reference Intervals (AdRI)

Stan125 /distreg.vis

Framework for the visualization of distributional regression models

puneettalwar /GAMLSSToolbox

Shiny App for regression analysis using GAMLSS

SandraKla /AdRI_GAMLSS

Shiny App: Calculation of Age-dependent Reference Intervals with GAMLSS (AdRI_GAMLSS)

jcorrean /GAMLSS4PsycData

This repo provides supplemental material for the article titled: "Assessing Potential Heteroscedasticity in Psychological Data: A GAMLSS approach"

ghorbani-alireza /hall-gamlss-surrogate

Fast GAMLSS surrogate for Hall dynamic weight change model (used in microsimulation)

luigi-pavarini /PLboost

MSc dissertation repository implementing gradient boosting for power logit and inflated power logit regression models

martinoni /torchgamlss

Generalized Additive Models for Location, Scale and Shape in PyTorch.

manucarl /varsel

R code and BayesX scripts for effect selection and complexity reduction on basis of the Normal Beta Prime Spike and Slab Prior