FuncNN
Functional Neural Networks
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.
- Version1.0
- R versionunknown
- LicenseGPL-3
- Needs compilation?No
- FuncNN citation info
- Last release09/15/2020
Documentation
Team
Barinder Thind
Richard Groenewald
Show author detailsRolesContributorJiguo Cao
Show author detailsRolesAuthorSidi Wu
Show author detailsRolesContributor
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- Imports13 packages
- Suggests2 packages