16 results found Sort:

scikit-learn-contrib
MAPIE scikit-learn-contrib
112
1.3k
bsd-3-clause
16
A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
python sklearn regression data-science classification confidence-intervals conformal-prediction
Created 2021-03-30
2,995 commits to master branch, last one 3 days ago
moderndive
ModernDive_book moderndive
496
764
other
32
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
r tidy dplyr infer rstats ggplot2 rstudio tidyverse moderndive regression data-science data-wrangling bootstrap-method permutation-test regression-models data-visualization hypothesis-testing confidence-intervals statistical-inference
Created 2016-08-29
2,222 commits to master branch, last one about a month ago
henrikbostrom
crepes henrikbostrom
37
475
bsd-3-clause
3
Python package for conformal prediction
python sklearn regression scikit-learn prediction-sets jupyter-notebook machine-learning quantile-regression confidence-intervals conformal-prediction conformal-regressors prediction-intervals conformal-classifiers uncertainty-quantification conformal-predictive-systems cumulative-distribution-function
Created 2021-11-17
196 commits to main branch, last one 4 months ago
easystats
parameters easystats
37
450
gpl-3.0
12
:bar_chart: Computation and processing of models' parameters
r ci fa pca beta pvalues bootstrap easystats r-package parameters standardize hacktoberfest data-reduction feature-reduction regression-models robust-statistics feature-extraction statistical-models confidence-intervals standardized-estimates
Created 2019-02-09
5,285 commits to main branch, last one 3 days ago
aangelopoulos
ppi_py aangelopoulos
16
217
mit
7
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
p-value p-values inference statistics machine-learning confidence-interval confidence-intervals statistical-analysis statistical-inference
Created 2023-08-24
286 commits to main branch, last one about a month ago
Pegah-Ardehkhani
Statistics-and-Probability-in-Python Pegah-Ardehkhani
37
138
gpl-3.0
4
A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python
scipy python p-value matplotlib regression statistics probability random-variables python-statistics hypothesis-testing probability-theory statiscal-learning confidence-intervals discrete-distributions inferential-statistics statistics-using-python continuous-distributions parametric-hypothesis-tests statistics-for-data-science statistical-hypothesis-testing
Created 2022-06-14
59 commits to main branch, last one 2 months ago
juliangehring
Bootstrap.jl juliangehring
27
109
other
3
Statistical bootstrapping library for Julia
julia statistics bootstrapping confidence-intervals bootstrapping-statistics
Created 2014-10-29
331 commits to master branch, last one about a year ago
scikit-hep
resample scikit-hep
12
78
bsd-3-clause
4
Randomization-based inference in Python
python resample bootstrap jackknife permutation-test bootstrap-samples confidence-intervals jackknife-resampling
Created 2018-08-23
311 commits to main branch, last one 3 months ago
Alcampopiano
hypothesize Alcampopiano
3
65
bsd-3-clause
3
Robust statistics in Python
r stats python statistics data-analysis null-hypothesis robust-statistics hypothesis-testing confidence-intervals significance-testing
Created 2020-03-04
171 commits to master branch, last one 2 years ago
kolesarm
RDHonest kolesarm
15
58
unknown
7
Honest inference in regression discontinuity designs
confidence-intervals regression-discontinuity-designs
Created 2016-06-02
161 commits to master branch, last one about a month ago
saattrupdan
doubt saattrupdan
3
50
mit
3
Bringing back uncertainty to machine learning.
bootstrap uncertainty machine-learning quantile-regression confidence-intervals prediction-intervals quantile-regression-forests
Created 2020-03-29
437 commits to main branch, last one 7 months ago
mateuszbuda
ml-stat-util mateuszbuda
15
49
mit
6
Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers
python p-value statistics bootstrapping jupyter-notebook machine-learning confidence-intervals
Created 2019-04-20
15 commits to master branch, last one 2 years ago
RafaelArutjunjan
InformationGeometry.jl RafaelArutjunjan
3
42
mit
3
Methods for computational information geometry
geodesics manifolds confidence-regions fisher-information hypothesis-testing profile-likelihood parameter-inference confidence-intervals kullback-leibler-divergence
Created 2020-08-28
728 commits to master branch, last one 4 hours ago
RobinDenz1
adjustedCurves RobinDenz1
4
38
gpl-3.0
1
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 meth...
adjusted survival-curves confidence-intervals cumulative-incidence
Created 2021-01-31
218 commits to main branch, last one about a month ago
salimamoukou
ACPI salimamoukou
2
27
mit
3
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.
confidence-intervals conformal-prediction conformal-regressors prediction-intervals uncertainty-quantification
Created 2023-02-03
18 commits to main branch, last one about a year ago
pub-calculator-io
sample-size-calculator pub-calculator-io
0
12
unknown
0
Free WordPress Plugin: This sample size calculator enables you to calculate the minimum sample size and the margin of error. Learn about sample size, the margin of error, & confidence interval. www.ca...
sample-size margin-of-error confidence-score confidence-scores confidence-interval confidence-intervals confidence-estimation sample-size-estimation sample-size-calculation sample-size-determination
Created 2023-11-14
9 commits to master branch, last one 8 months ago