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<!DOCTYPE html>
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<title>transforms API Reference — probscale 0.2.3 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../tutorial/getting_started.html">Getting started with <code class="docutils literal"><span class="pre">mpl-probscale</span></code></a></li>
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<blockquote id="transforms-auto">
<div>The <code class="docutils literal"><span class="pre">transforms</span></code> API</div></blockquote>
<div class="section" id="module-probscale.transforms">
<span id="transforms-api-reference"></span><h1><code class="docutils literal"><span class="pre">transforms</span></code> API Reference<a class="headerlink" href="#module-probscale.transforms" title="Permalink to this headline">¶</a></h1>
<dl class="class">
<dt id="probscale.transforms.ProbTransform">
<em class="property">class </em><code class="descclassname">probscale.transforms.</code><code class="descname">ProbTransform</code><span class="sig-paren">(</span><em>dist</em>, <em>as_pct=True</em>, <em>out_of_bounds='mask'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#ProbTransform"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.ProbTransform" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">probscale.transforms._ProbTransformMixin</span></code></p>
<p>MPL axes tranform class to convert quantiles to probabilities
or percents.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><p class="first"><strong>dist</strong> : scipy.stats distribution</p>
<blockquote>
<div><p>The distribution whose <code class="docutils literal"><span class="pre">cdf</span></code> and <code class="docutils literal"><span class="pre">pdf</span></code> methods wiil set the
scale of the axis.</p>
</div></blockquote>
<p><strong>as_pct</strong> : bool, optional (True)</p>
<blockquote>
<div><p>Toggles the formatting of the probabilities associated with the
tick labels as percentanges (0 - 100) or fractions (0 - 1).</p>
</div></blockquote>
<p><strong>out_of_bounds</strong> : string, optionals (‘mask’ or ‘clip’)</p>
<blockquote class="last">
<div><p>Determines how data outside the range of valid values is
handled. The default behavior is to mask the data.
Alternatively, the data can be clipped to values arbitrarily
close to the limits of the scale.</p>
</div></blockquote>
</td>
</tr>
</tbody>
</table>
<dl class="method">
<dt id="probscale.transforms.ProbTransform.transform_non_affine">
<code class="descname">transform_non_affine</code><span class="sig-paren">(</span><em>prob</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#ProbTransform.transform_non_affine"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.ProbTransform.transform_non_affine" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="probscale.transforms.ProbTransform.inverted">
<code class="descname">inverted</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#ProbTransform.inverted"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.ProbTransform.inverted" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="probscale.transforms.QuantileTransform">
<em class="property">class </em><code class="descclassname">probscale.transforms.</code><code class="descname">QuantileTransform</code><span class="sig-paren">(</span><em>dist</em>, <em>as_pct=True</em>, <em>out_of_bounds='mask'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#QuantileTransform"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.QuantileTransform" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">probscale.transforms._ProbTransformMixin</span></code></p>
<p>MPL axes tranform class to convert probabilities or percents to
quantiles.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><p class="first"><strong>dist</strong> : scipy.stats distribution</p>
<blockquote>
<div><p>The distribution whose <code class="docutils literal"><span class="pre">cdf</span></code> and <code class="docutils literal"><span class="pre">pdf</span></code> methods wiil set the
scale of the axis.</p>
</div></blockquote>
<p><strong>as_pct</strong> : bool, optional (True)</p>
<blockquote>
<div><p>Toggles the formatting of the probabilities associated with the
tick labels as percentanges (0 - 100) or fractions (0 - 1).</p>
</div></blockquote>
<p><strong>out_of_bounds</strong> : string, optionals (‘mask’ or ‘clip’)</p>
<blockquote class="last">
<div><p>Determines how data outside the range of valid values is
handled. The default behavior is to mask the data.
Alternatively, the data can be clipped to values arbitrarily
close to the limits of the scale.</p>
</div></blockquote>
</td>
</tr>
</tbody>
</table>
<dl class="method">
<dt id="probscale.transforms.QuantileTransform.transform_non_affine">
<code class="descname">transform_non_affine</code><span class="sig-paren">(</span><em>q</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#QuantileTransform.transform_non_affine"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.QuantileTransform.transform_non_affine" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="probscale.transforms.QuantileTransform.inverted">
<code class="descname">inverted</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/probscale/transforms.html#QuantileTransform.inverted"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#probscale.transforms.QuantileTransform.inverted" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
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