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davanstrien authored Dec 21, 2021
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# Predicting Genre with Machine Learning

**Note** This material is a work in progress. If you have any feedback or suggestions please open an issue.
**Note** This material is a work in progress. If you have any feedback or suggestions please [open an issue](https://github.com/Living-with-machines/genre-classification/issues/new).

There is a growing interest in using Machine Learning to automatically produce metadata for GLAM (Galleries, Libraries, Archives and Museums) collections. This repository contains the source material for a Jupyter book that moves through the steps of developing a machine learning model to classify book titles into 'crude' genres (fiction or non-fiction). In particular, we work with the British Library's ["Microsoft Digitised Books"](https://www.bl.uk/collection-guides/digitised-printed-books) collection to automatically generate metadata for ~49,455 titles.

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