recipes

Preprocessing and Feature Engineering Steps for Modeling

CRAN Package

A recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 214,235 times in the last 30 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5,142 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
4,511 downloadsMar 22, 2025
5,105 downloadsMar 23, 2025
8,199 downloadsMar 24, 2025
9,091 downloadsMar 25, 2025
11,034 downloadsMar 26, 2025
9,617 downloadsMar 27, 2025
8,086 downloadsMar 28, 2025
4,711 downloadsMar 29, 2025
4,424 downloadsMar 30, 2025
8,059 downloadsMar 31, 2025
8,559 downloadsApr 1, 2025
8,977 downloadsApr 2, 2025
8,109 downloadsApr 3, 2025
6,460 downloadsApr 4, 2025
4,238 downloadsApr 5, 2025
4,564 downloadsApr 6, 2025
7,663 downloadsApr 7, 2025
8,775 downloadsApr 8, 2025
9,025 downloadsApr 9, 2025
7,972 downloadsApr 10, 2025
7,086 downloadsApr 11, 2025
4,657 downloadsApr 12, 2025
4,658 downloadsApr 13, 2025
7,982 downloadsApr 14, 2025
8,515 downloadsApr 15, 2025
8,104 downloadsApr 16, 2025
9,448 downloadsApr 17, 2025
6,552 downloadsApr 18, 2025
4,912 downloadsApr 19, 2025
5,142 downloadsApr 20, 2025
0 downloadsApr 21, 2025
0 downloadsApr 22, 2025
0 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
4,238
11,034

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,881,598 times in the last 365 days. Perhaps it's time to consider hiring a personal assistant to manage the newfound fame. That's an absurd number of downloads. The day with the most downloads was Mar 26, 2025 with 11,034 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports19 packages
  • Suggests19 packages
  • Reverse Depends6 packages
  • Reverse Imports30 packages
  • Reverse Suggests32 packages