Sparse Kernel Machines

Implementing Sparse Kernelized Logistic Regression in Python

%load_ext autoreload
%autoreload 2
from kernel import KernelLogisticRegression

The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload

Here is the link to my implementation of sparse ‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍kernelized ‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍logistic ‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍‍regression (kernel.py).

Abstract

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Model