EmilHvitfeldt/feature-engineering-az

Issues

• Another Pro for categorical summary encoding

  #44 opened 4 days ago by EmilHvitfeldt
  1

• Expand section categorical#categorical-to-categorical a little bit more

  #43 opened 4 days ago by EmilHvitfeldt
  0

• Add elevators data set

  #42 opened 5 days ago by EmilHvitfeldt
  0

• show how to hyperparameter-tune in R and Python

  #34 opened 17 days ago by EmilHvitfeldt
  0

• make sure to have good section to refer to, regarding small groups in target encoding

  #28 opened 5 days ago by EmilHvitfeldt
  0

• uncomment this code chunks

  #39 opened 12 days ago by EmilHvitfeldt
  0

• Unify mathematical notation for categorical feature methods

  #27 opened a month ago by EmilHvitfeldt
  0

• epic: missing methods for categorical chapters

  #40 opened 12 days ago by EmilHvitfeldt
  0

• don't have tidyverse printing

  #41 opened 6 days ago by EmilHvitfeldt
  0

• add button to TOC to expand all or collapse all menus in book TOC

  #29 opened 6 days ago by EmilHvitfeldt
  1

• look through all categorical chapters and make sure they have right `eval`, `echo`, `message` etc

  #37 opened 12 days ago by EmilHvitfeldt
  0

• Deal with unnamed chunks

  #26 opened 12 days ago by EmilHvitfeldt
  0

• split up and reference target encoding and glmm encoding better

  #23 opened 12 days ago by EmilHvitfeldt
  0

• categorize categorical methods

  #30 opened 13 days ago by EmilHvitfeldt
  1

• talk about `step_dummy_manual()`

  #35 opened 13 days ago by EmilHvitfeldt
  0

• Add adoption dataset

  #36 opened 13 days ago by EmilHvitfeldt
  2

• How to get the book in PDF?

  #33 opened 25 days ago by maelfosso
  1

• figure out where to talk about `step_regex()` and `step_count()`

  #32 opened a month ago by EmilHvitfeldt
  0

• talk about minhash encoding

  #31 opened a month ago by EmilHvitfeldt
  0

• Switch to uv instead of poetry

  #25 opened a month ago by EmilHvitfeldt
  0

• recommended preprocessing outline for downsampling / upsampling steps

  #24 opened 3 months ago by JavOrraca
  1

• TOC links broken

  #17 opened 7 months ago by olivroy
  2

• normalize after dummies

  #21 opened 7 months ago by EmilHvitfeldt
  0

• edit suggestion

  #18 opened 10 months ago by tanquist
  0

• Possible font problem

  #16 opened a year ago by matthewsTam
  1

• Wrong version used in intro

  #15 opened a year ago by cderv
  1

• it is levels not labels

  #9 opened a year ago by EmilHvitfeldt
  0

• PCA variants

  #10 opened a year ago by EmilHvitfeldt
  0

• partial pooling for target encoding+friends

  #2 opened a year ago by EmilHvitfeldt
  0

• Handling miss-spellings in categorical values

  #7 opened a year ago by EmilHvitfeldt
  0

• Have chapter about collinearity

  #8 opened a year ago by EmilHvitfeldt
  0

• Add section of geospatial preprocessing (shape files, SF)?

  #3 opened 2 years ago by EmilHvitfeldt
  0

• add section of spatial preprocessing (locations, GPS)?

  #4 opened 2 years ago by EmilHvitfeldt
  0

• Mention that sqrt/exp is not a good tool to reduce variance

  #5 opened 2 years ago by EmilHvitfeldt
  0

• Add section for multi-table feature engineering

  #6 opened 2 years ago by EmilHvitfeldt
  0

• logarithms

  #1 opened 2 years ago by EmilHvitfeldt
  0