imprecise-probability

There are 0 repository under imprecise-probability topic.

AnderGray / ProbabilityBoundsAnalysis.jl
Probability bounds analysis in Julia
probability-bounds-analysis imprecise-probability probability arithmetic rigorous intervals
Language:Julia 25
IDSIA / credici
Credici: Credal Inference for Causal Inference
causal-inference causal-models causality credal imprecise-probability probabilistic-graphical-models
Language:Java 13
AnderGray / MomentArithmetic.jl
Rigorous moment propagation with partial information about moments and dependencies in Julia
imprecise-probability probability arithmetic interval-arithmetic uncertainty uncertainty-propagation moments
Language:Julia 12
IDSIA / crema
Crema: Credal Models Algorithms
bayesian bayesian-models credal credal-models crema imprecise-probability inference probabilistic-graphical-models probability
Language:Java 10
JCSadeghi / PyIPM
A python port of the OpenCossan Interval Predictor Model toolbox
data-science imprecise-probability interval-analysis interval-arithmetic interval-predictor-model machine-learning open-cossan statistical-learning uncertainty-quantification
Language:Python 4
LightnessOfBeing / ImpreciseSHAP
Implementation of the algorithm described in the paper "An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data"
python shap machine-learning explainable-ai explainable-ml shapley-value shapley-additive-explanations interpretable-machine-learning imprecise-probability
Language:Jupyter Notebook 3
rodemann / gp-imprecision-in-bo
This repository contains Prior-RObust Bayesian Optimization (PROBO) as introduced in our paper "Accounting for Gaussian Process Imprecision in Bayesian Optimization"
bayesian-optimization imprecise-probability gaussian-processes hyperparameter-tuning optimization
Language:R 2
IDSIA / adapquest
ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.
adaptive bayesian credal credal-models crema imprecise-probability inference machine-learning survey tool
Language:Java 1
mcmtroffaes / r-pbox
An R package for working with discrete p-boxes.
r probability imprecise-probability
Language:R
salmuz / synthetic_noise_igda
Synthetic datasets generation for IGDA experiments
gaussian-classifier noise-data-generator gaussian imprecise-probability
Language:R