debasishg

1. Courses and MOOCs

• Introduction to Convex Optimization MITOCW by Prof. Stephen Boyd
• Convex Analysis and Optimization MITOCW by Prof. Dimitri Bertsekas
• Convex Optimization MOOC from Stanford Online
• Convex Optimization at CMU Spring 2015

2. Books

• Convex Optimization – Boyd and Vandenberghe - downloadable book
• Convex Optimization Theory - by Dimitri P. Bertsekas
• Theory of Convex Optimization for Machine Learning - download

vene

"""l-bfgs-b L1-Logistic Regression solver"""

# Author: Vlad Niculae <[email protected]>
# Suggested by Mathieu Blondel

from __future__ import division, print_function

import numpy as np
from scipy.optimize import fmin_l_bfgs_b