/py_ml_functions

my realization of classical machine learning functions with python (using numpy).

Primary LanguagePython

py_ml_functions

my realization of classical machine learning functions with python (using numpy).

  1. 1-D regression with regularization (curve fitting)
  2. implements PCA on images of digit "3"
  3. mixture of gaussians method for clustering
  4. levenberg marquardt method for non-linear optimization