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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Star65.2k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

UpdatedFeb 20, 2026
Python

umami-software /umami

Star35.3k

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

UpdatedFeb 20, 2026
TypeScript

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

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Star28.5k

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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Star24.3k

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

UpdatedFeb 20, 2026
Elixir

qax-os /excelize

Star20.3k

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

UpdatedFeb 11, 2026
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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Star14k

Count your code, quickly.

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

UpdatedJan 25, 2026
Rust

ydataai /ydata-profiling

Star13.4k

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

UpdatedFeb 2, 2026
Python

statsmodels /statsmodels

Star11.3k

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

UpdatedJan 13, 2026
Python

johnkerl /miller

Star9.7k

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

UpdatedFeb 18, 2026
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

UpdatedJan 12, 2026
Go

boyter /scc

Sponsor

Star8.1k

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

UpdatedFeb 18, 2026
Go

growthbook /growthbook

Star7.3k

Open Source Feature Flags, Experimentation, and Product Analytics

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

UpdatedFeb 20, 2026
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

UpdatedFeb 2, 2026
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

Star6.9k

🔩 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