Documentation

Getting Started with Text Analytics Toolbox

Tutorials

Create Simple Text Model for Classification

This example shows how to train a simple text classifier on word frequency counts using a bag-of-words model.

Visualize Text Data Using Word Clouds

This example shows how to visualize text data using word clouds.

Prepare Text Data for Analysis

This example shows how to create a function which cleans and preprocesses text data for analysis.

Analyze Text Data Using Topic Models

This example shows how to use the Latent Dirichlet Allocation (LDA) topic model to analyze text data.

Classify Text Data Using Deep Learning

This example shows how to classify the event type of weather reports from their text descriptions using a deep learning long short-term memory (LSTM) network.

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