FuncNN

Functional Neural Networks

CRAN Package

A collection of functions which fit functional neural network models. In other words, this package will allow users to build deep learning models that have either functional or scalar responses paired with functional and scalar covariates. We implement the theoretical discussion found in Thind, Multani and Cao (2020) doi:10.48550/arXiv.2006.09590 through the help of a main fitting and prediction function as well as a number of helper functions to assist with cross-validation, tuning, and the display of estimated functional weights.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 190 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
7 downloadsMar 19, 2025
13 downloadsMar 20, 2025
9 downloadsMar 21, 2025
3 downloadsMar 22, 2025
5 downloadsMar 23, 2025
10 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
3 downloadsMar 27, 2025
4 downloadsMar 28, 2025
7 downloadsMar 29, 2025
7 downloadsMar 30, 2025
2 downloadsMar 31, 2025
1 downloadsApr 1, 2025
7 downloadsApr 2, 2025
2 downloadsApr 3, 2025
4 downloadsApr 4, 2025
4 downloadsApr 5, 2025
4 downloadsApr 6, 2025
14 downloadsApr 7, 2025
10 downloadsApr 8, 2025
4 downloadsApr 9, 2025
2 downloadsApr 10, 2025
9 downloadsApr 11, 2025
21 downloadsApr 12, 2025
3 downloadsApr 13, 2025
8 downloadsApr 14, 2025
7 downloadsApr 15, 2025
5 downloadsApr 16, 2025
9 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
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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 1,932 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 26 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


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Dependencies

  • Imports13 packages
  • Suggests2 packages