Textrecipes series: Pretrained Word Embedding

This is the fifth blog post in a series I am starting to go over the various text preprocessing workflows you can do with textrecipes. This post looks at how to use pretrained word embeddings.

Textrecipes series: Feature Hashing

This is the fourth blog post in a series I am starting to go over the various text preprocessing workflows you can do with textrecipes. This post looks at how to perform feature hashing.

Textrecipes series: TF-IDF

This is the first blog post in a series I am starting to go over the various text preprocessing workflows you can do with textrecipes. This post looks at how

Textrecipes series: lexicons

This is the second blog post in a series I am starting to go over the various text preprocessing workflows you can do with textrecipes. This post talks about how to use lexicons.

Textrecipes series: Term Frequency

This is the first blog post in a series I am starting to go over the various text preprocessing workflows you can do with textrecipes.

tidytuesday: Part-of-Speech and textrecipes with The Office

Using Part-of-Speech features to enhance text classification.

Authorship classification with tidymodels and textrecipes

An early attempt at using tidymodels to perform text classification.

Text Classification with Tidymodels

An early attempt at using tidymodels to perform text classification.

Binary text classification with tidytext and caret

One of my first attempts at text classification. This example uses tidytext and caret. There are mistakes here methodically and it should not be used as a guide.