logistic_regression_newton-cg
Impementation of Logistic Regression with gradient descent and newton method with conjugate gradient in Python.
reference: https://www.csie.ntu.edu.tw/~cjlin/courses/optml2015/lr.pdf
###requirements
- numpy 1.9.2
- scipy 0.16.1
- svmlight-loader https://github.com/mblondel/svmlight-loader
Experiment with kdd dataset