Welcome to mklaren’s documentation!

Contents:

• The Kernel interface
• Kernel functions
• Low-rank approximation methods
  • Incomplete Cholesky Decomposition
  • Cholesky with Side Information
  • The Nystrom approximation
• Multiple kernel learning methods
  • Mklaren - Simultaneous multiple kernel learning and low-rank approximation
  • Uniform - trivial combination of kernels
  • Align - Independent centered alignment
  • Alignf - Optimizing the linear combination of kernels
• Multiple kernel (low-rank) regression
• Miscellaneous: Linear algebra utilities

Indices and tables

• Index
• Module Index
• Search Page