information-criterion 开源项目推荐（18 个）

stan-dev /loo

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

gnu-octave /statistics-resampling

A statistics package with a variety of bootstrap and other resampling tools

Pongpisit-Thanasutives /UBIC

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

jaspervrugt /MODELAVG

Model averaging toolbox in MATLAB and Python

acpennlab /statistics-resampling

A statistics package with a variety of bootstrap and other resampling tools. This repository is synced to the same-named repository owned by GNU-Octave. It exists to facilitate publication of the developmental version of the statistics-resampling toolbox at MathWorks FileExchange.

Pongpisit-Thanasutives /UBIC-play

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

Pongpisit-Thanasutives /parametric-discovery

Parametric PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)

raryosu /graduation-research

高専の卒研関連

oliviashen953 /cgm-alphabet-encoding

From-scratch replication of Igbe & Kovatchev (2025, JDST) — turning a day of CGM into compressed text (ex. "F5P16H4") and using AIC to pick the optimal alphabet size.

jordandeklerk /pyloo

Python package for approximate Pareto smoothed importance sampling leave-one-out cross-validation (PSIS-LOO-CV).

Pongpisit-Thanasutives /ICOMP

A Python package implementing informational complexity (ICOMP) criteria for regression models

diaoenmao /On-Statistical-Efficiency-in-Learning

On-Statistical-Efficiency-in-Learning

Pongpisit-Thanasutives /UBIC-test

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

Pongpisit-Thanasutives /PDE-FIND

PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)

daniel-gerhard /goric

R package goric (Generalized Order Restricted Information Criterion)

Andreza-Nascimento /System-Identification

This repository contains a collection of assignments completed for the System Identification and Parameter Estimation (TIP7044) course at the Federal University of Ceará during my Master's degree.

Cvillas91 /myJava

Bachelor's thesis on automatic distribution functions over financial assets logarithmic returns

laudid46 /pyaic

Regularization-independent information criteria (RIAIC and RIBAIC) for uncorrelated fits on correlated data