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<!doctype html>
<!--[if lt IE 8]> <html class="no-js ie7 oldie" lang="en"> <![endif]-->
<!--[if IE 8]> <html class="no-js ie8 oldie" lang="en"> <![endif]-->
<!--[if IE 9]> <html class="no-js ie9 oldie" lang="en"> <![endif]-->
<!--[if gt IE 9]><!--> <html class="no-js" lang="en"> <!--<![endif]-->
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<title>Pythonizr - Machine Learning Development Tool!</title>
<meta name="description" content="Pythonizr generates clean customizable Machine Learning python code with just what you need to start quickly!">
<meta name="author" content="Akash Panchal">
<meta property="og:image" content="https://raw.githubusercontent.com/akashp1712/pythonizr/master/resources/img/screens/screen1.png" />
<meta name="keywords" content="python,Machine Learning, ML project, scikit-learn, python code,python generator">
<meta name="viewport" content="width=device-width,initial-scale=1">
<link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png">
<link rel="stylesheet" href="resources/css/style.css">
<link rel="stylesheet" href="resources/css/pipeline.css">
<link rel="stylesheet" href="resources/css/highlight-theme.css">
<link rel="stylesheet" href="resources/css/loader.css">
<link rel="stylesheet" href="resources/css/octocat.css">
<script src="https://kit.fontawesome.com/a016e6e138.js" crossorigin="anonymous"></script>
</head>
<body>
<div id="all-content">
<div id="loader-wrapper">
<div id="loader"></div>
<div class="loader-section section-left"></div>
<div class="loader-section section-right"></div>
</div>
<div id='octocat'>
<a href="https://github.com/akashp1712/pythonizr" target="_blank"
class="github-corner" aria-label="View source on Github">
<svg width="80" height="80" viewBox="0 0 250 250"
style="fill: #f55e41; color:#fff; position: absolute; top: 0; border: 0; right: 0; position:fixed;"
aria-hidden="true">
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fill="currentColor" class="octo-body"></path>
</svg>
</a>
</div>
<div id="header-container">
<header class="wrapper clearfix">
<div id="title-container">
<h1 id="title">Pythonizr</h1>
<h2>Generate Machine Learning code in 10 seconds</h2>
</div>
<div id="html5-logo-container">
<img src="resources/img/opengraph-icon-200x200.png" alt="" />
</div>
<div id="follow-container">
<p><a id="author" href="https://akashpanchal.com" target="_blank">Akash Panchal</a></p>
</div>
</header>
</div>
<div id="main-container">
<div id="main" class="wrapper clearfix">
<div id="intro" class="clearfix">
<!--<div id="badges" class="clearfix">-->
<!--<ul>-->
<!--<li><div class="badge-label">scikit-learn<br />0.22.2<br/></div></li>-->
<!--</ul>-->
<!--</div>-->
<br/>
<p>Pythonizr is a tool to generate boilerplate code for the machine learning development. Few clicks and you are ready to ML!<br/>
The project requires <b>scikit-learn</b> library for python. You can install using
<a href="https://raw.githubusercontent.com/akashp1712/pythonizr/master/resources/data/requirements.txt" target="_blank">requirements.txt</a> file</p>
</div>
<h2 class="separator">
1 - Pick Model Type
</h2>
<div id="preconfig-section" class="clearfix">
<div class="preconfig-container initializr-background">
<button id="preconfig-regression" class="preconfig-block initializr-background clearfix">
<h3>Regression</h3>
</button>
</div>
<div class="preconfig-container web-background">
<button id="preconfig-classification" class="preconfig-block blank-background clearfix">
<h3>Classification</h3>
</button>
</div>
</div>
<div id="hidden-section">
<h2 id="fine-tuning-separator" class="separator">
2 - Model Selection
</h2>
<div id="customize-section" class="clearfix">
<div id="pre-processing" class="customize-section">
<h3>Pre-Processing</h3>
<label><input type="checkbox" value="dataLoading" disabled="disabled">Data loading
<a class="more_info"><span class="tooltiptext">Data loading method</span></a>
</label>
<label><input type="checkbox" value="normalization">Normalization</label>
<label><input type="checkbox" value="trainTestSplit">Train-Test split</label>
</div>
<div id="models" class="customize-section">
<h3>Model</h3>
<div id="regression-models">
<label><input type="radio" name="regression_models" value="linearReg">Linear Regression</label>
<label><input type="radio" name="regression_models" value="decisionTree">Decision Tree</label>
<label><input type="radio" name="regression_models" value="randomForestRegressor">Random Forest Classifier</label>
</div>
<div id="classification-models">
<label><input type="radio" name="clasification_models" value="svm">SVM</label>
<label><input type="radio" name="clasification_models" value="sgd">Stochastic Gradient Descent</label>
<label><input type="radio" name="clasification_models" value="logisticReg">Logistic Regression</label>
<label><input type="radio" name="clasification_models" value="randomForestClassifier">Random Forest Classifier</label>
<label><input type="radio" name="clasification_models" value="kNeighbors">K-Neighbors Classifier</label>
</div>
</div>
<div id="post-processing" class="customize-section">
<h3>Post-processing</h3>
<div id="regression-techniques">
<label><input type="radio" name="regression_techniques" value="mae">Mean Absolute Error</label>
<label><input type="radio" name="regression_techniques" value="mse">Mean Squared Error</label>
<label><input type="radio" name="regression_techniques" value="r2Score">R² Score</label>
</div>
<div id="classification-techniques">
<label><input type="radio" name="classification_techniques" value="accuracyScore">Accuracy Score</label>
<label><input type="radio" name="classification_techniques" value="confusionMatrix">Confusion Matrix</label>
</div>
</div>
</div>
<hr>
<div class="section">
<section class="container">
<div class="container__sources">
<!-- The pipeline visual will be generated here by the javascript -->
</div>
</section>
</div>
<h2 class="separator">3 - Code</h2>
<!--<div id="download-section" class="clearfix">
<a id="download-link" href="#" onclick="download()">View Code!</a>
</div>-->
<pre id='codeblock'>
<code id='code' class='python'></code>
<!--TODO: Add copy button to copy the code-->
</pre>
</div>
</div> <!-- #main -->
</div> <!-- #main-container -->
<div id="about-container">
<div class="wrapper">
<div id="github-container" class="clearfix">
<img src="resources/img/github-logo.png" alt="Github logo" />
<div id="github-repositories">
<a target="_blank" href="https://github.com/akashp1712/pythonizr"><h3>Github Repository</h3></a>
</div>
</div>
<article id="docs">
<h3>About Pythonizr</h3>
<p>Pythonizer is built to make a small contribution towards the development of the intelligent systems.</p>
<p><i>Technology does not Automatically improve, It improves when a lot of people work hard to make it better</i> — <b>Elon Musk</b></p>
<h3>Contact</h3>
<!--<p>Feel free to <a target="_blank" href="https://github.com/akashp1712/pythonizr/issues/new "><strong>raise an issue</strong></a> for any suggestions, a bug or a feature request.<br/>-->
Connect with me on <a target="_blank" href="https://www.linkedin.com/in/akash-panchal-2222749a/"><strong>Linkedin</strong></a>.</p>
</article>
</div>
</div>
</div>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.7.1/jquery.min.js"></script>
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</script>
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</html>