confidence-intervals 开源项目推荐（444 个）

scikit-learn-contrib /MAPIE

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

moderndive /ModernDive_book

通过数据科学进行统计推断：ModernDive 深入 R 与 Tidyverse

henrikbostrom /crepes

Python package for conformal prediction

easystats /parameters

📊 Computation and processing of models' parameters

aangelopoulos /ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

Pegah-Ardehkhani /Statistics-and-Probability-in-Python

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

juliangehring /Bootstrap.jl

Statistical bootstrapping library for Julia

scikit-hep /resample

Randomization-based inference in Python

Alcampopiano /hypothesize

Robust statistics in Python

kolesarm /RDHonest

Honest inference in regression discontinuity designs

Jeevesh8 /GHI-prediction

PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.

saattrupdan /doubt

Bringing back uncertainty to machine learning.

RafaelArutjunjan /InformationGeometry.jl

Methods for computational information geometry

mateuszbuda /ml-stat-util

Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers

RobinDenz1 /adjustedCurves

An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative incidence functions (data with competing risks) using various methods.

starkblaze01 /Artificial-Intelligence-Codes

Collection of Artificial Intelligence Algorithms implemented on various problems

insysbio /LikelihoodProfiler.jl

LikelihoodProfiler is a Julia package for practical identifiability analysis and confidence intervals estimation.

hhentschke /measures-of-effect-size-toolbox

Collection of Matlab functions for the computation of measures of effect size

msn0 /wilson-score-interval

Wilson score interval implemented in javascript

salimamoukou /ACPI

Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal approach by employing a weighting strategy.