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preprocessor.html
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preprocessor.html
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<main>
<article id="content">
<header>
<h1 class="title">Module <code>ktrain.preprocessor</code></h1>
</header>
<section id="section-intro">
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">from .imports import *
class Preprocessor(ABC):
"""
```
Abstract class to preprocess data
```
"""
@abstractmethod
def get_preprocessor(self):
pass
@abstractmethod
def get_classes(self):
pass
@abstractmethod
def preprocess(self):
pass
def undo(self, data_instance):
return data_instance</code></pre>
</details>
</section>
<section>
</section>
<section>
</section>
<section>
</section>
<section>
<h2 class="section-title" id="header-classes">Classes</h2>
<dl>
<dt id="ktrain.preprocessor.Preprocessor"><code class="flex name class">
<span>class <span class="ident">Preprocessor</span></span>
</code></dt>
<dd>
<div class="desc"><pre><code>Abstract class to preprocess data
</code></pre></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">class Preprocessor(ABC):
"""
```
Abstract class to preprocess data
```
"""
@abstractmethod
def get_preprocessor(self):
pass
@abstractmethod
def get_classes(self):
pass
@abstractmethod
def preprocess(self):
pass
def undo(self, data_instance):
return data_instance</code></pre>
</details>
<h3>Ancestors</h3>
<ul class="hlist">
<li>abc.ABC</li>
</ul>
<h3>Subclasses</h3>
<ul class="hlist">
<li><a title="ktrain.graph.preprocessor.LinkPreprocessor" href="graph/preprocessor.html#ktrain.graph.preprocessor.LinkPreprocessor">LinkPreprocessor</a></li>
<li><a title="ktrain.graph.preprocessor.NodePreprocessor" href="graph/preprocessor.html#ktrain.graph.preprocessor.NodePreprocessor">NodePreprocessor</a></li>
<li><a title="ktrain.tabular.preprocessor.TabularPreprocessor" href="tabular/preprocessor.html#ktrain.tabular.preprocessor.TabularPreprocessor">TabularPreprocessor</a></li>
<li><a title="ktrain.text.ner.preprocessor.NERPreprocessor" href="text/ner/preprocessor.html#ktrain.text.ner.preprocessor.NERPreprocessor">NERPreprocessor</a></li>
<li><a title="ktrain.text.preprocessor.TextPreprocessor" href="text/preprocessor.html#ktrain.text.preprocessor.TextPreprocessor">TextPreprocessor</a></li>
<li><a title="ktrain.vision.preprocessor.ImagePreprocessor" href="vision/preprocessor.html#ktrain.vision.preprocessor.ImagePreprocessor">ImagePreprocessor</a></li>
</ul>
<h3>Methods</h3>
<dl>
<dt id="ktrain.preprocessor.Preprocessor.get_classes"><code class="name flex">
<span>def <span class="ident">get_classes</span></span>(<span>self)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">@abstractmethod
def get_classes(self):
pass</code></pre>
</details>
</dd>
<dt id="ktrain.preprocessor.Preprocessor.get_preprocessor"><code class="name flex">
<span>def <span class="ident">get_preprocessor</span></span>(<span>self)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">@abstractmethod
def get_preprocessor(self):
pass</code></pre>
</details>
</dd>
<dt id="ktrain.preprocessor.Preprocessor.preprocess"><code class="name flex">
<span>def <span class="ident">preprocess</span></span>(<span>self)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">@abstractmethod
def preprocess(self):
pass</code></pre>
</details>
</dd>
<dt id="ktrain.preprocessor.Preprocessor.undo"><code class="name flex">
<span>def <span class="ident">undo</span></span>(<span>self, data_instance)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">def undo(self, data_instance):
return data_instance</code></pre>
</details>
</dd>
</dl>
</dd>
</dl>
</section>
</article>
<nav id="sidebar">
<h1>Index</h1>
<div class="toc">
<ul></ul>
</div>
<ul id="index">
<li><h3>Super-module</h3>
<ul>
<li><code><a title="ktrain" href="index.html">ktrain</a></code></li>
</ul>
</li>
<li><h3><a href="#header-classes">Classes</a></h3>
<ul>
<li>
<h4><code><a title="ktrain.preprocessor.Preprocessor" href="#ktrain.preprocessor.Preprocessor">Preprocessor</a></code></h4>
<ul class="">
<li><code><a title="ktrain.preprocessor.Preprocessor.get_classes" href="#ktrain.preprocessor.Preprocessor.get_classes">get_classes</a></code></li>
<li><code><a title="ktrain.preprocessor.Preprocessor.get_preprocessor" href="#ktrain.preprocessor.Preprocessor.get_preprocessor">get_preprocessor</a></code></li>
<li><code><a title="ktrain.preprocessor.Preprocessor.preprocess" href="#ktrain.preprocessor.Preprocessor.preprocess">preprocess</a></code></li>
<li><code><a title="ktrain.preprocessor.Preprocessor.undo" href="#ktrain.preprocessor.Preprocessor.undo">undo</a></code></li>
</ul>
</li>
</ul>
</li>
</ul>
</nav>
</main>
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