dotnet / dotnet/machinelearning-modelbuilder

Request: Text Clustering

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Descrizione

**Is your feature request related to a problem? Please describe.**
Sometimes we have a set of uncategorized texts. Either we do not care about categorization models, or we want to create a model to help categorization. Examples could be: products, credit card transaction, climate measurements, customer feedback etc.
In this request I am mainly talking about text based clustering.

**Describe the solution you'd like**
I would like to use Model Builder to cluster a set of texts, such as customer feedback.

**Describe alternatives you've considered**
Manually create the clustering code from samples. Perhaps, Model Builder could also help only with downloading sample code, or copy-paste snippets? Not ideal, but better than needing to search online.

**Additional context**
In contrast to other scenarios, this scenario would ideally also return the final clusters for each item in the input file.

This file could have multiple purposes, but considering building models, I think it is first step towards classification model.
However, if this were the only use of it, then users should use other data analysis tools. I believe the clusteration model itself will be useful for many users. We do not always need, or even can, categorize items.

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