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https://github.com/mirkobunse/criticaldifferencediagrams.jl

Plot critical difference diagrams in Julia
https://github.com/mirkobunse/criticaldifferencediagrams.jl

benchmark comparison hypothesis-testing machine-learning post-hoc-analysis

Last synced: about 2 months ago
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Plot critical difference diagrams in Julia

Host: GitHub
URL: https://github.com/mirkobunse/criticaldifferencediagrams.jl
Owner: mirkobunse
License: other
Created: 2020-12-02T10:37:38.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2022-12-12T16:01:17.000Z (about 2 years ago)
Last Synced: 2024-10-10T23:56:27.729Z (3 months ago)
Topics: benchmark, comparison, hypothesis-testing, machine-learning, post-hoc-analysis
Language: Julia
Homepage:
Size: 234 KB
Stars: 6
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE.md

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README

        [![](https://img.shields.io/badge/docs-stable-blue.svg)](https://mirkobunse.github.io/CriticalDifferenceDiagrams.jl/stable)

[![Build Status](https://github.com/mirkobunse/CriticalDifferenceDiagrams.jl/workflows/CI/badge.svg)](https://github.com/mirkobunse/CriticalDifferenceDiagrams.jl/actions)

[![codecov](https://codecov.io/gh/mirkobunse/CriticalDifferenceDiagrams.jl/branch/main/graph/badge.svg?token=LWBUWCH8OQ)](https://codecov.io/gh/mirkobunse/CriticalDifferenceDiagrams.jl)

# [Critical difference diagrams in Julia](https://mirkobunse.github.io/CriticalDifferenceDiagrams.jl/stable)

This package generates Tikz code for publication-ready vector graphics.

Critical difference (CD) diagrams are a powerful tool to compare outcomes of multiple treatments over multiple observations. For instance, in machine learning research we often compare the performance (= outcome) of multiple methods (= treatments) over multiple data sets (= observations). A wrapper for Python is also available.

**Regular CD diagrams:** indistinguishable methods are connected.



**2D sequences:** sequences of multiple CD diagrams can be arranged in a single 2-dimensional axis.



For more information, please refer to [the documentation](https://mirkobunse.github.io/CriticalDifferenceDiagrams.jl/stable).