tidymodels

ISLR tidymodels labs

Provides labs to ‘An Introduction to Statistical Learning’ using tidymodels

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.

Reproducible preprocessing with recipes

Working alone or with other people becomes increasing difficult with the increase of files and people. This seminar goes into detail why and how to use git in collaborative research. Material in this talk is heavely inspired by Excuse me, do you have a moment to talk about version control? by Jenny Bryan.

themis

satirical Gender Classification service