25 results found Sort:

statsmodels
statsmodels statsmodels
3.2k
10.3k
bsd-3-clause
287
Statsmodels: statistical modeling and econometrics in Python
python prediction statistics count-model forecasting data-science econometrics data-analysis regression-models robust-estimation hypothesis-testing timeseries-analysis generalized-linear-models
Created 2011-06-12
15,624 commits to main branch, last one a day ago
unionai-oss
pandera unionai-oss
316
3.5k
mit
22
A light-weight, flexible, and expressive statistical data testing library
pandas schema testing assertions data-check dataframes validation data-cleaning testing-tools data-assertions data-processing data-validation dataframe-schema pandas-dataframe pandas-validator data-verification pandas-validation hypothesis-testing
Created 2018-11-01
804 commits to main branch, last one a day ago
IndrajeetPatil
ggstatsplot IndrajeetPatil
190
2.1k
gpl-3.0
45
Enhancing {ggplot2} plots with statistical analysis 📊📣
r dataviz datascience effect-size bayes-factors ggplot-extension regression-models hypothesis-testing statistical-analysis non-parametric-statistics
Created 2018-01-08
2,049 commits to main branch, last one 6 days ago
tirthajyoti
Stats-Maths-with-Python tirthajyoti
376
900
mit
39
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
anova numpy scipy pandas python analytics clustering matplotlib statistics mathematics probability statsmodels data-science machine-learning hypothesis-testing numerical-analysis bayesian-statistics normal-distribution inferential-statistics mathematical-programming
Created 2017-11-06
141 commits to master branch, last one 3 years ago
moderndive
ModernDive_book moderndive
492
761
other
33
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 11 days ago
erdogant
distfit erdogant
26
370
other
8
distfit is a python library for probability density fitting.
pdf sse plot pypi qqplot fitting-curve density-functions hypothesis-testing kolmogorov-smirnov probability-statistics probability-distribution cumulative-distribution-function
Created 2020-01-04
536 commits to master branch, last one 7 months ago
Kaleidophon
deep-significance Kaleidophon
21
330
gpl-3.0
8
Enabling easy statistical significance testing for deep neural networks.
dl ml deeplearning deep-learning compare-scores machinelearning hypothesis-tests machine-learning hypothesis-testing deep-neural-networks significance-testing statistical-significance statistical-significance-test
Created 2021-02-23
204 commits to main branch, last one 5 months ago
JuliaStats
HypothesisTests.jl JuliaStats
87
301
mit
22
Hypothesis tests for Julia
julia statistics hacktoberfest hypothesis-testing
Created 2012-12-09
395 commits to master branch, last one 2 months ago
neurodata
hyppo neurodata
88
220
other
6
Python package for multivariate hypothesis testing
python data-science independence hacktoberfest ksample-testing hypothesis-testing
Created 2019-10-10
371 commits to main branch, last one 2 months ago
pmaji
data-science-toolkit pmaji
43
213
unknown
9
Collection of stats, modeling, and data science tools in Python and R.
r python ggplot2 modeling tidyverse regression statistics data-mining data-science econometrics classification machine-learning data-visualization hypothesis-testing kolmogorov-smirnov logistic-regression statistical-analysis reinforcement-learning distributional-analysis natural-language-processing
Created 2018-03-05
418 commits to master branch, last one 2 years ago
majianthu
pycopent majianthu
31
159
gpl-3.0
3
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in...
copula python entropy causality changepoint correlation copula-entropy normality-test two-sample-test causal-discovery change-detection transfer-entropy granger-causality hypothesis-testing information-theory mutual-information variable-selection change-point-detection conditional-independence-test conditional-mutual-information
Created 2020-03-30
99 commits to master branch, last one 2 months ago
Pegah-Ardehkhani
Statistics-and-Probability-in-Python Pegah-Ardehkhani
37
137
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 about a month ago
xrobin
pROC xrobin
31
123
gpl-3.0
8
Display and analyze ROC curves in R and S+
r roc cran plot plotting variance r-package roc-curve covariance bootstrapping machine-learning hypothesis-testing
Created 2011-09-13
1,038 commits to master branch, last one about a month ago
yug95
MachineLearning yug95
131
113
unknown
8
Machine learning for beginner(Data Science enthusiast)
anova t-test z-test python3 scraping andrew-ng algorithms regression tensorflow timeseries deep-learning classification neural-network chi-square-test machine-learning hypothesis-testing recommendation-engine recommendation-system market-basket-analysis
Created 2018-07-20
89 commits to master branch, last one about a year ago
weijie-chen
Basic-Statistics-With-Python weijie-chen
39
110
mit
5
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis te...
mathematics probability data-science econometrics anova-analysis hypothesis-testing parameter-estimation descriptive-statistics frequentist-statistics
Created 2021-06-14
94 commits to main branch, last one 6 months ago
puolival
multipy puolival
23
104
bsd-3-clause
2
Multiple hypothesis testing in Python
fdr fwer sidak python p-value q-value r-value bonferroni statistics neuroscience reproducibility two-group-model data-visualization hypothesis-testing random-field-theory false-discovery-rate multiple-comparisons permutation-algorithms
Created 2017-10-25
321 commits to master branch, last one 4 years ago
PacktWorkshops
The-Data-Analysis-Workshop PacktWorkshops
54
66
mit
3
A New Interactive Approach to Learning Data Analysis
data python clustering data-analysis visualizations visual-analysis pandas-profiling linear-regression bivariate-analysis hypothesis-testing feature-engineering logistic-regression univariate-analysis kolmogorov-smirnov-tests exploratory-data-analysis
Created 2019-12-10
113 commits to master branch, last one 3 years ago
andy489
Empirical_Methods_and_Statistics andy489
6
65
unknown
1
Probability and Statistics, Events, Random variables, Distributions, Moments, Main Limit Theorems, Hypothesis, Regression and more. Statistical Computing and Graphics with R.
r moments hypothesis regression statistics expectations hypothesis-testing regression-testing regression-analysis
Created 2020-09-19
481 commits to master branch, last one about a month ago
Alcampopiano
hypothesize Alcampopiano
3
63
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
Wilfred
propcheck Wilfred
1
58
unknown
4
Quickcheck/hypothesis style testing for elisp
emacs-lisp quickcheck hypothesis-testing
Created 2018-10-15
144 commits to master branch, last one 3 years ago
JuliaDynamics
TimeseriesSurrogates.jl JuliaDynamics
9
50
other
5
A Julia package for generating timeseries surrogates
julia surrogate surrogates timeseries hacktoberfest hypothesis-testing nonlinear-time-series
Created 2018-05-10
362 commits to main branch, last one 3 months ago
fengliu90
DK-for-TST fengliu90
10
48
mit
5
This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).
two-sample-test hypothesis-testing
Created 2019-09-14
64 commits to master branch, last one 3 years ago
RafaelArutjunjan
InformationGeometry.jl RafaelArutjunjan
3
41
mit
3
Methods for computational information geometry
geodesics manifolds confidence-regions fisher-information hypothesis-testing profile-likelihood parameter-inference kullback-leibler-divergence
Created 2020-08-28
714 commits to master branch, last one 12 days ago
bhaskatripathi
HypothesisHub bhaskatripathi
2
33
unknown
3
An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature
hypothesis-testing research-questions literature-review-tool scientific-publications
Created 2023-04-12
13 commits to main branch, last one about a year ago
shenxiangzhuang
mppt shenxiangzhuang
1
25
mit
1
A Modern Python Package Template
duty mypy pypi ruff black isort flake8 mkdocs poetry pytest python codecov package python3 makefile taskfile pre-commit mkdocs-material package-manager hypothesis-testing
Created 2023-08-14
146 commits to master branch, last one a day ago