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Optimization.html
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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-169392293-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-169392293-1');
</script>
<title>Search Kaggle competitions with Optimization </title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.16.0/umd/popper.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/js/bootstrap.min.js"></script>
</head>
<script>
$(".checkbox-menu").on("change", "input[type='checkbox']", function() {
$(this).closest("li").toggleClass("active", this.checked);
});
$(document).on('click', '.dropdown-menu', function (e) {
e.stopPropagation();
});
$(document).on('click', '.dropdown-checkbox', function (e) {
var num_selected_span = $(this).closest(".dropdown").find(".dropdown_selected_cnt");
var num_selected = parseInt(num_selected_span.text());
if (this.checked) { num_selected += 1; } else { num_selected -= 1; }
if (num_selected == 0)
{
num_selected_span.css('visibility', 'hidden');
}
else
{
num_selected_span.css('visibility', 'visible');
}
num_selected_span.text(num_selected);
});
$( document ).ready(function() {
console.log( "ready!" );
$('input:checkbox').prop('checked', false);
});
</script>
<style>
body {
padding: 15px;
}
.checkbox-menu li label {
display: block;
padding: 3px 10px;
clear: both;
font-weight: normal;
line-height: 1.42857143;
color: #333;
white-space: nowrap;
margin:0;
transition: background-color .4s ease;
}
.checkbox-menu li input {
margin: 0px 5px;
top: 2px;
position: relative;
}
.checkbox-menu li.active label {
background-color: #cbcbff;
font-weight:bold;
}
.checkbox-menu li label:hover,
.checkbox-menu li label:focus {
background-color: #f5f5f5;
}
.checkbox-menu li.active label:hover,
.checkbox-menu li.active label:focus {
background-color: #b8b8ff;
}
label.selected {
background-color: #007bff;
color: white;
}
span.selected {
color: white;
}
.competition-title {
color: rgb(32, 33, 36);
font-size: 16px;
line-height: 24px;
font-weight: 600;
}
.competition-brief {
color: rgb(95, 99, 104);
font-size: 14px;
line-height: 20px;
font-weight: 400;
}
</style>
<body>
<div class="text-center">
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>Tools</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./Keras" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Keras</span>
</label>
</a>
</li>
<li>
<a href="./XGBoost" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">XGBoost</span>
</label>
</a>
</li>
<li>
<a href="./Pytorch" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Pytorch</span>
</label>
</a>
</li>
<li>
<a href="./LightGBM" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">LightGBM</span>
</label>
</a>
</li>
<li>
<a href="./FastAI" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">FastAI</span>
</label>
</a>
</li>
<li>
<a href="./Tensorflow" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Tensorflow</span>
</label>
</a>
</li>
<li>
<a href="./H2O" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">H2O</span>
</label>
</a>
</li>
<li>
<a href="./Catboost" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Catboost</span>
</label>
</a>
</li>
<li>
<a href="./NLTK" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">NLTK</span>
</label>
</a>
</li>
<li>
<a href="./AutoML" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">AutoML</span>
</label>
</a>
</li>
<li>
<a href="./sklearn" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">sklearn</span>
</label>
</a>
</li>
<li>
<a href="./Prophet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Prophet</span>
</label>
</a>
</li>
<li>
<a href="./Python" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Python</span>
</label>
</a>
</li>
<li>
<a href="./R" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">R</span>
</label>
</a>
</li>
<li>
<a href="./OpenCV" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">OpenCV</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>NN Arch</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./CNN" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">CNN</span>
</label>
</a>
</li>
<li>
<a href="./RNN" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">RNN</span>
</label>
</a>
</li>
<li>
<a href="./LSTM" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">LSTM</span>
</label>
</a>
</li>
<li>
<a href="./Transformer" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Transformer</span>
</label>
</a>
</li>
<li>
<a href="./MobileNet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">MobileNet</span>
</label>
</a>
</li>
<li>
<a href="./Xception" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Xception</span>
</label>
</a>
</li>
<li>
<a href="./Autoencoder" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Autoencoder</span>
</label>
</a>
</li>
<li>
<a href="./GAN" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">GAN</span>
</label>
</a>
</li>
<li>
<a href="./RCNN" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">RCNN</span>
</label>
</a>
</li>
<li>
<a href="./UNet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">UNet</span>
</label>
</a>
</li>
<li>
<a href="./ResNet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">ResNet</span>
</label>
</a>
</li>
<li>
<a href="./VGG" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">VGG</span>
</label>
</a>
</li>
<li>
<a href="./EfficientNet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">EfficientNet</span>
</label>
</a>
</li>
<li>
<a href="./Densenet" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Densenet</span>
</label>
</a>
</li>
<li>
<a href="./Inception" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Inception</span>
</label>
</a>
</li>
<li>
<a href="./YOLO" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">YOLO</span>
</label>
</a>
</li>
<li>
<a href="./ResNeXT" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">ResNeXT</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>ML Model</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./Random Forest" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Random Forest</span>
</label>
</a>
</li>
<li>
<a href="./Logistic Regression" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Logistic Regression</span>
</label>
</a>
</li>
<li>
<a href="./Gradient Boosting" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Gradient Boosting</span>
</label>
</a>
</li>
<li>
<a href="./PCA" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">PCA</span>
</label>
</a>
</li>
<li>
<a href="./SVM" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">SVM</span>
</label>
</a>
</li>
<li>
<a href="./kNN" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">kNN</span>
</label>
</a>
</li>
<li>
<a href="./TfIdf" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">TfIdf</span>
</label>
</a>
</li>
<li>
<a href="./ARIMA" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">ARIMA</span>
</label>
</a>
</li>
<li>
<a href="./Word2Vec" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Word2Vec</span>
</label>
</a>
</li>
<li>
<a href="./TSNE" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">TSNE</span>
</label>
</a>
</li>
<li>
<a href="./GloVe" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">GloVe</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-primary dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>Technique</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./Ensembling" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Ensembling</span>
</label>
</a>
</li>
<li>
<a href="./Augmentation" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Augmentation</span>
</label>
</a>
</li>
<li>
<a href="./Preprocessing" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Preprocessing</span>
</label>
</a>
</li>
<li>
<a href="./Visualization" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Visualization</span>
</label>
</a>
</li>
<li>
<a href="./EDA" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">EDA</span>
</label>
</a>
</li>
<li>
<a href="./Feature Engineering" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Feature Engineering</span>
</label>
</a>
</li>
<li>
<a href="./Fine Tuning" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Fine Tuning</span>
</label>
</a>
</li>
<li>
<a href="./Transfer Learning" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Transfer Learning</span>
</label>
</a>
</li>
<li>
<a href="./Optimization" style="text-decoration: none;">
<label class=" selected " style="cursor: pointer;">
<span class=" selected ">Optimization</span>
</label>
</a>
</li>
<li>
<a href="./Clustering" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Clustering</span>
</label>
</a>
</li>
<li>
<a href="./Metric Learning" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Metric Learning</span>
</label>
</a>
</li>
<li>
<a href="./Cleaning" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Cleaning</span>
</label>
</a>
</li>
<li>
<a href="./Embeddings" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Embeddings</span>
</label>
</a>
</li>
<li>
<a href="./Bayesian" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Bayesian</span>
</label>
</a>
</li>
<li>
<a href="./Grid Search" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Grid Search</span>
</label>
</a>
</li>
<li>
<a href="./Denoising" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Denoising</span>
</label>
</a>
</li>
<li>
<a href="./Validation" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Validation</span>
</label>
</a>
</li>
<li>
<a href="./Genetic Algorithm" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Genetic Algorithm</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>Task Domain</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./Classification" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Classification</span>
</label>
</a>
</li>
<li>
<a href="./Regression" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Regression</span>
</label>
</a>
</li>
<li>
<a href="./Text" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Text</span>
</label>
</a>
</li>
<li>
<a href="./Detection" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Detection</span>
</label>
</a>
</li>
<li>
<a href="./Segmentation" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Segmentation</span>
</label>
</a>
</li>
<li>
<a href="./CV" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">CV</span>
</label>
</a>
</li>
<li>
<a href="./Time Series" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Time Series</span>
</label>
</a>
</li>
<li>
<a href="./Forecasting" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Forecasting</span>
</label>
</a>
</li>
<li>
<a href="./Sentiment Analysis" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Sentiment Analysis</span>
</label>
</a>
</li>
<li>
<a href="./Search" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Search</span>
</label>
</a>
</li>
<li>
<a href="./Recognition" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Recognition</span>
</label>
</a>
</li>
<li>
<a href="./Audio" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Audio</span>
</label>
</a>
</li>
<li>
<a href="./3D" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">3D</span>
</label>
</a>
</li>
<li>
<a href="./2D" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">2D</span>
</label>
</a>
</li>
<li>
<a href="./Face" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Face</span>
</label>
</a>
</li>
<li>
<a href="./Adversarial" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Adversarial</span>
</label>
</a>
</li>
<li>
<a href="./Similarity" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Similarity</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>Misc</b>
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</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./GPU" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">GPU</span>
</label>
</a>
</li>
<li>
<a href="./TPU" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">TPU</span>
</label>
</a>
</li>
<li>
<a href="./Leak" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Leak</span>
</label>
</a>
</li>
</ul>
</span>
<span class="dropdown">
<button class="btn btn-default dropdown-toggle" type="button"
id="dropdownGroup" data-toggle="dropdown"
aria-haspopup="true" aria-expanded="true">
<b>Metrics</b>
<span class="caret"></span>
</button>
<ul class="dropdown-menu checkbox-menu allow-focus" aria-labelledby="dropdownGroup">
<li>
<a href="./MSE" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">MSE</span>
</label>
</a>
</li>
<li>
<a href="./AUC" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">AUC</span>
</label>
</a>
</li>
<li>
<a href="./NLL" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">NLL</span>
</label>
</a>
</li>
<li>
<a href="./mAP" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">mAP</span>
</label>
</a>
</li>
<li>
<a href="./Accuracy" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Accuracy</span>
</label>
</a>
</li>
<li>
<a href="./F1" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">F1</span>
</label>
</a>
</li>
<li>
<a href="./IoU" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">IoU</span>
</label>
</a>
</li>
<li>
<a href="./Cohen Kappa" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Cohen Kappa</span>
</label>
</a>
</li>
<li>
<a href="./Traveling Santa" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Traveling Santa</span>
</label>
</a>
</li>
<li>
<a href="./Gini" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Gini</span>
</label>
</a>
</li>
<li>
<a href="./NDCG@k" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">NDCG@k</span>
</label>
</a>
</li>
<li>
<a href="./Edit Distance" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Edit Distance</span>
</label>
</a>
</li>
<li>
<a href="./Custom" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Custom</span>
</label>
</a>
</li>
</ul>
</span>
</div>
<div class="container">
<h1>
<span class="badge badge-info"> Optimization </span>
</h1>
<div class="list-group">
<a href="https://www.kaggle.com/c/santa-workshop-tour-2019" class="list-group-item list-group-item-action">
<div class="row align-items-center">
<div class="col" style="max-width: 60px;">
<img src="https://storage.googleapis.com/kaggle-competitions/kaggle/17233/logos/thumb76_76.png?t=2019-11-26-00-25-08"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">Santa's Workshop Tour 2019</div>
<div class="competition-brief">In the notebook we can build a model, and pretend that it will optimize...</div>
</div>
</div>
<div class="progress" style="height:1px; position: relative; top: 13px; margin-left: -20px; margin-right: -20px;">
<div class="progress-bar bg-info" style="width:100%"></div>
</div>
</a>
<a href="https://www.kaggle.com/c/bnp-paribas-cardif-claims-management" class="list-group-item list-group-item-action">
<div class="row align-items-center">
<div class="col" style="max-width: 60px;">
<img src="https://storage.googleapis.com/kaggle-competitions/kaggle/4852/logos/thumb76_76.png"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">BNP Paribas Cardif Claims Management</div>
<div class="competition-brief">Can you accelerate BNP Paribas Cardif's claims management process?</div>
</div>
</div>