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Feature Engineering.html
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Feature Engineering.html
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<!DOCTYPE html>
<html lang="en">
<head>
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<script>
window.dataLayer = window.dataLayer || [];
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</script>
<title>Search Kaggle competitions with Feature Engineering </title>
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<style>
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display: block;
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.checkbox-menu li.active label:hover,
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label.selected {
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span.selected {
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.competition-title {
color: rgb(32, 33, 36);
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</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=" selected " style="cursor: pointer;">
<span class=" selected ">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="" style="cursor: pointer;">
<span class="">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>
<span class="caret"></span>
</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"> Feature Engineering </span>
</h1>
<div class="list-group">
<a href="https://www.kaggle.com/c/donorschoose-application-screening" 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/8426/logos/thumb76_76.png?t=2018-02-06-07-47-31"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">DonorsChoose.org Application Screening</div>
<div class="competition-brief">Predict whether teachers' project proposals are accepted</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/bigquery-geotab-intersection-congestion" 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/14859/logos/thumb76_76.png?t=2019-08-02-18-42-20"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">BigQuery-Geotab Intersection Congestion</div>
<div class="competition-brief">Can you predict wait times at major city intersections?</div>
</div>
</div>