/realML

ICSI realML repository for DARPA D3M project

Primary LanguagePythonApache License 2.0Apache-2.0

realML primitives

  • realML.matrix: fast least absolute deviations regression, fast robust (entrywise-l1 norm) low-rank matrix decomposition, sufficient dimensionality reduction (non-linear low-rank factorization)
  • realML.kernel: preconditioned Gaussian and Polynomial regression, tensor machines for adaptive polynomial features