hypothesis-testing

There are 8 repositories under hypothesis-testing topic.

statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis
Language:Python 11073
unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
pandas validation schema dataframes testing pandas-validation pandas-dataframe data-validation data-cleaning data-check testing-tools assertions data-assertions data-verification dataframe-schema hypothesis-testing pandas-validator data-processing
Language:Python 4077
ggstatsplot
IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
ggplot-extension dataviz r statistical-analysis datascience bayes-factors regression-models effect-size non-parametric-statistics hypothesis-testing
Language:R 2141
tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
statistics python numpy pandas numerical-analysis analytics machine-learning bayesian-statistics inferential-statistics statsmodels probability mathematics mathematical-programming matplotlib scipy data-science normal-distribution hypothesis-testing anova clustering
Language:Jupyter Notebook 971
ModernDive_book
moderndive / ModernDive_book
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
moderndive data-science tidyverse statistical-inference r ggplot2 infer hypothesis-testing confidence-intervals regression regression-models data-visualization data-wrangling tidy rstudio rstats dplyr bootstrap-method permutation-test
Language:HTML 793
shervinea / stanford-cme-106-probability-and-statistics
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
probability statistics cheatsheet hypothesis-testing distribution regression-testing
784
erdogant / distfit
distfit is a python library for probability density fitting.
probability-distribution fitting-curve hypothesis-testing sse probability-statistics pdf density-functions pypi cumulative-distribution-function kolmogorov-smirnov plot qqplot
Language:Jupyter Notebook 406
deep-significance
Kaleidophon / deep-significance
Enabling easy statistical significance testing for deep neural networks.
compare-scores deep-learning deep-neural-networks deeplearning dl hypothesis-testing hypothesis-tests machine-learning machinelearning ml significance-testing statistical-significance statistical-significance-test
Language:Python 338
JuliaStats / HypothesisTests.jl
Hypothesis tests for Julia
julia hypothesis-testing statistics hacktoberfest
Language:Julia 312
neurodata / hyppo
Python package for multivariate hypothesis testing
independence python ksample-testing data-science hypothesis-testing hacktoberfest
Language:Python 238
snap-stanford / POPPER
Automated Hypothesis Testing with Agentic Sequential Falsifications
agent ai-for-science hypothesis-testing llm
Language:Python 227
data-science-toolkit
pmaji / data-science-toolkit
Collection of stats, modeling, and data science tools in Python and R.
r python machine-learning statistics data-science data-visualization tidyverse modeling reinforcement-learning hypothesis-testing classification regression kolmogorov-smirnov logistic-regression ggplot2 distributional-analysis econometrics statistical-analysis data-mining natural-language-processing
Language:HTML 220
djsutherland / opt-mmd
Learning kernels to maximize the power of MMD tests
generative-adversarial-network hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python shogun statistical-tests tensorflow theano
Language:Python 210
majianthu / pycopent
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 Python
copula-entropy mutual-information causal-discovery variable-selection granger-causality transfer-entropy correlation normality-test information-theory causality python copula hypothesis-testing two-sample-test conditional-independence-test conditional-mutual-information change-point-detection entropy change-detection changepoint
Language:Python 167
Pegah-Ardehkhani / Statistics-and-Probability-in-Python
A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python
hypothesis-testing probability probability-theory python random-variables statiscal-learning statistics statistical-hypothesis-testing parametric-hypothesis-tests confidence-intervals continuous-distributions discrete-distributions inferential-statistics python-statistics scipy statistics-for-data-science statistics-using-python p-value matplotlib regression
Language:Jupyter Notebook 146
xrobin / pROC
Display and analyze ROC curves in R
roc cran r roc-curve bootstrapping hypothesis-testing plot plotting variance covariance machine-learning r-package
Language:R 127
weijie-chen / Basic-Statistics-With-Python
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 testing, ANOVA and etc. All codes are straightforward to understand.
data-science mathematics econometrics frequentist-statistics probability parameter-estimation hypothesis-testing anova-analysis descriptive-statistics
Language:Jupyter Notebook 126
yug95 / MachineLearning
Machine learning for beginner(Data Science enthusiast)
machine-learning deep-learning algorithms python3 neural-network tensorflow andrew-ng regression classification timeseries hypothesis-testing t-test z-test chi-square-test anova market-basket-analysis recommendation-engine recommendation-system scraping
Language:Jupyter Notebook 125
puolival / multipy
Multiple hypothesis testing in Python
multiple-comparisons python statistics false-discovery-rate fwer bonferroni fdr sidak q-value p-value hypothesis-testing permutation-algorithms data-visualization random-field-theory neuroscience reproducibility two-group-model r-value
Language:Python 110
haasonsaas / deep-code-reasoning-mcp
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
ai ai-tools claude code-analysis code-intelligence code-reasoning debugging developer-tools distributed-systems gemini hypothesis-testing llm mcp mcp-server model-context-protocol multi-model nodejs performance-analysis semantic-analysis typescript
Language:TypeScript 94
andy489 / Empirical_Methods_and_Statistics
Probability and Statistics, Events, Random variables, Distributions, Moments, Main Limit Theorems, Hypothesis, Regression and more. Statistical Computing and Graphics with R.
expectations moments r statistics hypothesis hypothesis-testing regression regression-analysis regression-testing
Language:R 73
PacktWorkshops / The-Data-Analysis-Workshop
A New Interactive Approach to Learning Data Analysis
bivariate-analysis clustering data data-analysis exploratory-data-analysis feature-engineering hypothesis-testing kolmogorov-smirnov-tests linear-regression logistic-regression pandas-profiling python univariate-analysis visual-analysis visualizations
Language:Jupyter Notebook 73
Alcampopiano / hypothesize
Robust statistics in Python
statistics robust-statistics python r hypothesis-testing data-analysis stats null-hypothesis confidence-intervals significance-testing
Language:Python 67
aschleg / hypothetical
Hypothesis and statistical testing in Python
hypothesis python statistics analysis comparison-tests statistical-tests statistics-library statistical-inference inferential-statistics nonparametric-statistics nonparametric-tests frequentist-statistics frequentist-methods hypothesis-testing
Language:Python 66
Wilfred / propcheck
Quickcheck/hypothesis style testing for elisp
emacs-lisp hypothesis-testing quickcheck
Language:Emacs Lisp 59
JuliaDynamics / TimeseriesSurrogates.jl
A Julia package for generating timeseries surrogates
timeseries nonlinear-time-series surrogate surrogates hacktoberfest hypothesis-testing julia
Language:Julia 55
ligurio / lark-grammars
Grammars suitable for lark parser and Hypothesis
hypothesis property-based-testing lark grammars testing hypothesis-tests hypothesis-testing quality-assurance lark-grammars grammar-fuzzer
Language:Python 53
fengliu90 / DK-for-TST
This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).
hypothesis-testing two-sample-test
Language:Python 51
fgcz / prolfqua
Differential Expression Analysis tool box R lang package for omics data
proteomics-data-analysis rstats-package hypothesis-testing quality-control r-package differential-expression-analysis protein-quantification
Language:R 46
tirthajyoti / R-stats-machine-learning
Misc Statistics and Machine Learning codes in R
r machine-learning statistics regression principal-component-analysis classification support-vector-machines neural-network clustering k-means hypothesis-testing nearest-neighbors random-forest decision-trees
Language:R 43
bhaskatripathi / HypothesisHub
An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature
hypothesis-testing literature-review-tool research-questions scientific-publications
Language:Jupyter Notebook 36
karoliskoncevicius / matrixTests
R package for computing multiple hypothesis tests on rows/columns of a matrix or a data.frame
r package matrix rows fast hypothesis-testing t-test anova wilcoxon-test
Language:R 36
mirkobunse / critdd
Critical difference diagrams with Python and Tikz
benchmark hypothesis-testing machine-learning post-hoc-analysis
Language:Python 35
JetBrains-Research / bioinf-commons
Bioinformatics library in Kotlin
bioinformatics kotlin dataframe dataset bam bed fasta fastq 2bit methylation chip-seq dna-sequence sampling mixture hmm hypothesis-testing cancellable progress
Language:Kotlin 34
shenxiangzhuang / mppt
A Modern Python Package Template
black codecov duty hypothesis-testing isort makefile mkdocs mkdocs-material mypy package package-manager poetry pre-commit pypi pytest python python3 ruff taskfile uv
Language:Python 32
rjjfox / ab-test-calculator
AB test calculator run through Streamlit
ab-test-calculator streamlit python statistics bayesian frequentist hypothesis-testing
Language:Python 30

hypothesis-testing

statsmodels / statsmodels

unionai-oss / pandera

IndrajeetPatil / ggstatsplot

tirthajyoti / Stats-Maths-with-Python

moderndive / ModernDive_book

shervinea / stanford-cme-106-probability-and-statistics

erdogant / distfit

Kaleidophon / deep-significance

JuliaStats / HypothesisTests.jl

neurodata / hyppo

snap-stanford / POPPER

pmaji / data-science-toolkit

djsutherland / opt-mmd

majianthu / pycopent

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

xrobin / pROC

weijie-chen / Basic-Statistics-With-Python

yug95 / MachineLearning

puolival / multipy

haasonsaas / deep-code-reasoning-mcp

andy489 / Empirical_Methods_and_Statistics

PacktWorkshops / The-Data-Analysis-Workshop

Alcampopiano / hypothesize

aschleg / hypothetical

Wilfred / propcheck

JuliaDynamics / TimeseriesSurrogates.jl

ligurio / lark-grammars

fengliu90 / DK-for-TST

fgcz / prolfqua

tirthajyoti / R-stats-machine-learning

bhaskatripathi / HypothesisHub

karoliskoncevicius / matrixTests

mirkobunse / critdd

JetBrains-Research / bioinf-commons

shenxiangzhuang / mppt

rjjfox / ab-test-calculator