Statistics

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Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.

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scikit-learn /scikit-learn

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Star64.3k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

UpdatedDec 17, 2025
Python

umami-software /umami

Star34.2k

Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.

charts statistics analytics google-analytics web-analytics user-journey product-analytics cohort-analysis audience-segmentation

UpdatedDec 12, 2025
TypeScript

CamDavidsonPilon /Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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Star28.3k

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

data-science statistics jupyter-notebook bayesian-methods pymc mathematical-analysis

UpdatedJun 25, 2024
Jupyter Notebook

plausible /analytics

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Star23.9k

Simple, open source, lightweight and privacy-friendly web analytics alternative to Google Analytics.

website charts marketing cloud privacy statistics elixir phoenix analytics metrics clickhouse google-analytics web-analytics postgresql website-analytics tailwindcss plausible-analytics website-stats

UpdatedDec 17, 2025
Elixir

qax-os /excelize

Star20k

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

visualization microsoft go agent formula chart statistics ai analytics xml mcp excel table xlsx spreadsheet office vba ooxml excelize ecma-376

UpdatedDec 15, 2025
Go

virgili0 /Virgilio

Star14.3k

Your new Mentor for Data Science E-Learning.

python nlp learning data-science machine-learning statistics computer-vision study tensorflow guide scikit-learn learning-python path datascience business-intelligence guidelines machine-vision hacktoberfest virgilio studypath

UpdatedOct 14, 2025
Jupyter Notebook

XAMPPRocky /tokei

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Star13.6k

Count your code, quickly.

windows macos linux rust cli statistics code badge tokei cloc command-line-tool sloc

UpdatedDec 16, 2025
Rust

ydataai /ydata-profiling

Star13.3k

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

python data-science machine-learning statistics deep-learning jupyter pandas-dataframe exploratory-data-analysis jupyter-notebook eda pandas exploration data-analysis html-report data-exploration hacktoberfest pandas-profiling data-quality data-profiling big-data-analytics

UpdatedDec 15, 2025
Python

statsmodels /statsmodels

Star11.1k

Statsmodels: statistical modeling and econometrics in Python

python data-science statistics prediction econometrics forecasting data-analysis regression-models hypothesis-testing generalized-linear-models timeseries-analysis robust-estimation count-model

UpdatedDec 16, 2025
Python

johnkerl /miller

Star9.6k

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

tsv devops json statistics csv command-line json-data tabular-data data-reduction unix-toolkit statistical-analysis csv-format devops-tools data-regression data-processing command-line-tools data-cleaning streaming-algorithms streaming-data miller

UpdatedDec 15, 2025
Go

gonum /gonum

Star8.3k

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

go golang statistics graph matrix scientific-computing data-analysis

UpdatedNov 16, 2025
Go

boyter /scc

Sponsor

Star7.9k

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

windows macos linux cli golang statistics code scc complexity tokei cloc sloc sloccount

UpdatedDec 14, 2025
Go

growthbook /growthbook

Star7.2k

Open Source Feature Flagging and A/B Testing Platform

bigquery data-science statistics analytics continuous-delivery clickhouse mixpanel snowflake feature-flags data-engineering experimentation data-analysis ab-testing redshift abtesting abtest split-testing remote-config feature-flagging

UpdatedDec 17, 2025
TypeScript

scikit-learn-contrib /imbalanced-learn

Star7.1k

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

python data-science machine-learning statistics data-analysis

UpdatedAug 26, 2025
Python

git-quick-stats /git-quick-stats

Star6.9k

▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.

git shell bash commits review statistics changelog topics history meeting git-addons statistical-analysis stats shell-script detailed reviewer suggestion contributors gitlog git-pathspec

UpdatedSep 2, 2025
Shell

mahmoud /boltons

Star6.8k

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

python json data-science statistics utilities queue cache file data-structures recursive standard-library