Kernel Methods

Algorithms and utilities to learn linear operators via kernel methods.

• kernel
  • Table of Contents
  • Regressors
    • Common
      • predict()
      • eig()
      • evaluate_eigenfunction()
    • Reduced Rank
      • reduced_rank()
      • nystroem_reduced_rank()
      • rand_reduced_rank()
    • Principal Component Regression
      • pcr()
      • nystroem_pcr()
  • Types
    • FitResult
    • EigResult
  • Linear Algebra Utilities
    • weighted_norm()
    • stable_topk()
    • add_diagonal_()
  • General Utilities
    • topk()
    • sanitize_complex_conjugates()