13 results found Sort:

scikit-learn-contrib
MAPIE scikit-learn-contrib
99
1.2k
bsd-3-clause
14
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
2,650 commits to master branch, last one 2 days ago
moderndive
ModernDive_book moderndive
465
740
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
2,186 commits to master branch, last one about a month ago
easystats
parameters easystats
37
415
gpl-3.0
13
: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
5,147 commits to main branch, last one 9 days ago
henrikbostrom
crepes henrikbostrom
28
358
bsd-3-clause
4
Conformal classifiers, regressors and predictive systems
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
186 commits to main branch, last one a day ago
aangelopoulos
ppi_py aangelopoulos
9
181
mit
6
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
201 commits to main branch, last one 21 days ago
Pegah-Ardehkhani
Statistics-and-Probability-in-Python Pegah-Ardehkhani
37
126
gpl-3.0
4
Explore "Statistics" and "Probability Theory" Concepts and Their 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
55 commits to main branch, last one 9 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 7 months ago
scikit-hep
resample scikit-hep
11
71
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
308 commits to main branch, last one 7 days ago
Alcampopiano
hypothesize Alcampopiano
3
62
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 about a year ago
kolesarm
RDHonest kolesarm
15
52
unknown
7
Honest inference in regression discontinuity designs
confidence-intervals regression-discontinuity-designs
Created 2016-06-02
143 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 19 days ago
mateuszbuda
ml-stat-util mateuszbuda
15
48
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
pub-calculator-io
sample-size-calculator pub-calculator-io
0
15
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 about a month ago