{"categories":[{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/4"}],"enrichment":{"capability":"Generates publication-quality corner plots (scatterplot matrices) for visualizing multivariate data distributions and correlations, commonly used in Bayesian analysis and parameter estimation.","skillfed_tags":["visualization","scientific-computing","statistical-analysis"],"use_cases":["Visualize posterior samples from Bayesian inference to inspect parameter correlations and marginal constraints.","Create corner plots from parameter estimation output to diagnose convergence and identify parameter relationships.","Generate publication-quality figures for scientific papers showing multivariate distributions and covariances.","Explore high-dimensional data by examining all pairwise relationships and individual marginals in one plot.","Compare parameter estimates across different models or inference methods side-by-side."],"what_it_does":"Corner is a Python plotting library that creates corner plots\u2014a standard visualization in Bayesian inference and parameter estimation where each panel shows either a 1D histogram (diagonal) or 2D scatterplot (off-diagonal) for a set of variables. It wraps matplotlib to handle the repetitive layout and styling work, letting you focus on your data rather than plot construction.\n\nThe package is designed for scientists and statisticians working with multivariate analyses. It takes a data array and produces a publication-ready figure showing marginal distributions and pairwise correlations across all parameter dimensions at once, making it easy to spot relationships and validate results.","worth_installing":"Yes. Corner is actively maintained, has no known vulnerabilities, installs with minimal friction, and solves a specific visualization problem for statistical and scientific analysis workflows. Its permissive BSD 2-Clause License and stable API (Production/Stable status) make it a low-risk, reliable choice for anyone working with multivariate data visualization."},"id":"corner","links":{"html":"https://skillfed.io/packages/corner","md":"https://skillfed.io/packages/corner.md","pypi":"https://pypi.org/project/corner/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-05","license_spdx":null,"license_treatment":"permissive","name":"corner","python_support":"supports_current","summary":"Make some beautiful corner plots"},"popularity":{"monthly_downloads":572605,"position":5945,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.3.0"}