Text classification =================== For classifying snippets of text (sentences or short paragraphs) based on their content, AutoGluon provides a simple `fit()` function that automatically produces high quality text classification models. A single call to `fit()` will train highly accurate neural networks on your provided text dataset, automatically leveraging accuracy-boosting techniques such as transfer learning and hyperparameter optimization on your behalf. .. container:: cards .. card:: :title: Quick Start Using FIT :link: beginner.html Quick start tutorial for text classification. .. toctree:: :maxdepth: 1 :hidden: beginner