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Documenter.jl committed Feb 14, 2024
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{"documenter":{"julia_version":"1.9.4","generation_timestamp":"2024-02-14T16:09:49","documenter_version":"1.2.1"}}
{"documenter":{"julia_version":"1.9.4","generation_timestamp":"2024-02-14T16:19:59","documenter_version":"1.2.1"}}
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</code></pre><p>the <code>describe</code> implementation for <code>MultiDataset</code>s will try to find the best <em>statistical measures</em> that can be used to the type of data the modality contains.</p><p>In the example the 2nd modality, which contains variables (just one in the example) of data of type <code>Vector{Float64}</code>, was described by applying the well known 22 features from the package <a href="https://github.com/brendanjohnharris/Catch22.jl">Catch22.jl</a> plus <code>maximum</code>, <code>minimum</code> and <code>mean</code> as the vectors were time series.</p><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="DataAPI.describe" href="#DataAPI.describe"><code>DataAPI.describe</code></a><span class="docstring-category">Function</span></header><section><div><pre><code class="language-julia hljs">describe(md; t = fill([(1, 0, 0)], nmodalities(md)), kwargs...)</code></pre><p>Return descriptive statistics for an <code>AbstractMultiDataset</code> as a <code>Vector</code> of new <code>DataFrame</code>s where each row represents a variable and each column a summary statistic.</p><p><strong>Arguments</strong></p><ul><li><code>md</code>: the <code>AbstractMultiDataset</code>;</li><li><code>t</code>: is a vector of <code>nmodalities</code> elements, where each element is a vector as long as the dimensionality of</li></ul><pre><code class="nohighlight hljs">the i-th modality. Each element of the innermost vector is a tuple
of arguments for [`paa`](@ref).</code></pre><p>For other see the documentation of <a href="#DataAPI.describe"><code>DataFrames.describe</code></a> function.</p><p><strong>Examples</strong></p><p>TODO: examples</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/aclai-lab/MultiData.jl/blob/438e43d9857dcd53701a917d9dac2b04f74664c1/src/describe.jl#L70-L88">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../manipulation/">« Manipulation</a><a class="docs-footer-nextpage" href="../utils/">Utils »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.2.1 on <span class="colophon-date" title="Wednesday 14 February 2024 16:09">Wednesday 14 February 2024</span>. Using Julia version 1.9.4.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
of arguments for [`paa`](@ref).</code></pre><p>For other see the documentation of <a href="#DataAPI.describe"><code>DataFrames.describe</code></a> function.</p><p><strong>Examples</strong></p><p>TODO: examples</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/aclai-lab/MultiData.jl/blob/a5597745bdba635231198960585904551cc9eb99/src/describe.jl#L70-L88">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../manipulation/">« Manipulation</a><a class="docs-footer-nextpage" href="../utils/">Utils »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.2.1 on <span class="colophon-date" title="Wednesday 14 February 2024 16:19">Wednesday 14 February 2024</span>. Using Julia version 1.9.4.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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