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bases 0.2.0

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@CoryMcCartan CoryMcCartan released this 27 Feb 15:59
· 1 commit to main since this release
  • mgcv smooth interface via s() for more flexible penalization
  • New b_nn() for neural network basis expansion
  • New b_tpsob() for tensor product Sobolev space basis expansion (Zhang and Simon 2023)
  • New b_gff() for graph Fourier features for regression on spatial and graph-structured data.
    Requires RSpectra package for efficient eigendecomposition, and either
    adj or igraph for graph representation.
  • New b_conv() for random convolutional features for regression on images
  • More efficient b_ker() option for many predictions
  • Control automatic leaf pruning in b_bart()
  • New vignette on other packages that help produce basis expansions or embeddings.