Zhengxing Chen czxttkl

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                Useful links on Convex Optimization
              
          
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


Books


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


## lbfgs_l1logistic.py
"""l-bfgs-b L1-Logistic Regression solver"""

# Author: Vlad Niculae <vlad@vene.ro>
# Suggested by Mathieu Blondel

from __future__ import division, print_function

import numpy as np
from scipy.optimize import fmin_l_bfgs_b
	"""l-bfgs-b L1-Logistic Regression solver"""

	# Author: Vlad Niculae <vlad@vene.ro>
	# Suggested by Mathieu Blondel

	from __future__ import division, print_function

	import numpy as np
	from scipy.optimize import fmin_l_bfgs_b