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<!DOCTYPE html>
<html lang="en">
<head>
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<script>
window.dataLayer = window.dataLayer || [];
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gtag('js', new Date());
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</script>
<title>Search Kaggle competitions with NLTK </title>
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<style>
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span.selected {
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</style>
<body>
<div class="text-center">
<span class="dropdown">
<button class="btn btn-primary 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=" selected " style="cursor: pointer;">
<span class=" selected ">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>
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<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-default 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="" 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;">
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<span class="">Grid Search</span>
</label>
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</li>
<li>
<a href="./Denoising" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Denoising</span>
</label>
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</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>
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</li>
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</span>
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<b>Task Domain</b>
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<a href="./Classification" style="text-decoration: none;">
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<span class="">Classification</span>
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<a href="./Regression" style="text-decoration: none;">
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<span class="">Regression</span>
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<li>
<a href="./Text" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Text</span>
</label>
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<li>
<a href="./Detection" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Detection</span>
</label>
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</li>
<li>
<a href="./Segmentation" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">Segmentation</span>
</label>
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</li>
<li>
<a href="./CV" style="text-decoration: none;">
<label class="" style="cursor: pointer;">
<span class="">CV</span>
</label>
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<a href="./Time Series" style="text-decoration: none;">
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<span class="">Time Series</span>
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<a href="./Forecasting" style="text-decoration: none;">
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<span class="">Forecasting</span>
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<a href="./Sentiment Analysis" style="text-decoration: none;">
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<span class="">Sentiment Analysis</span>
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<a href="./Search" style="text-decoration: none;">
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<span class="">Search</span>
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<li>
<a href="./Recognition" style="text-decoration: none;">
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<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>
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</li>
<li>
<a href="./Similarity" style="text-decoration: none;">
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<span class="">Similarity</span>
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<b>Misc</b>
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<li>
<a href="./GPU" style="text-decoration: none;">
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<span class="">GPU</span>
</label>
</a>
</li>
<li>
<a href="./TPU" style="text-decoration: none;">
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<span class="">TPU</span>
</label>
</a>
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<li>
<a href="./Leak" style="text-decoration: none;">
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<span class="">Leak</span>
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<span class="dropdown">
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aria-haspopup="true" aria-expanded="true">
<b>Metrics</b>
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</button>
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<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"> NLTK </span>
</h1>
<div class="list-group">
<a href="https://www.kaggle.com/c/random-acts-of-pizza" 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/3949/logos/thumb76_76.png"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">Random Acts of Pizza</div>
<div class="competition-brief">Predicting altruism through free pizza</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>
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<a href="https://www.kaggle.com/c/msk-redefining-cancer-treatment" class="list-group-item list-group-item-action">
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<div class="col" style="max-width: 60px;">
<img src="https://storage.googleapis.com/kaggle-competitions/kaggle/6841/logos/thumb76_76.png"
class="rounded" style="width: 50px; margin: -5px;">
</div>
<div class="col">
<div class="competition-title">Personalized Medicine: Redefining Cancer Treatment</div>
<div class="competition-brief">Predict the effect of Genetic Variants to enable Personalized Medicine</div>
</div>
</div>