Started Changelog 0.6.
Change link in plot_face_recognition.

Some hosts block dropbox.
Remove example plot_lar.py

First, because it is wrong, as it prints the path of the Lasso and not
of Least Angle Regression. And second, because it is the same as
plot_lasso_lars.
FIX: do not invert the sign of decision_function in OneClasSVM.
Add missing options to OneClassSVM.
web page layout fixes.
Remove duplicate docs (sphinx generates this for us).
Prepare for 0.6 release.

Also change default tracker to the one in github (everyone is using
that one anyways).
Remove generated classes on make clean.
Add notes on fluctiations of liblinear.
Add type info to docstrings.
FIX: backwards compatibility for scipy <= 0.8

ndimage.measurement.sum does not accept int64 on these versions.
Remove Methods from docstring.

It is outdated and sphinx generated this for us.
liblinear bias/intercept handling
FIX: scipy 0.9 compatibility fixes

fixes for linalg.qr and sparse.linalg.eigen.

Also: import scipy.linalg lazily whenever possible.
FIX: second argument in euclidean_distances.

This method failed when second argument was not given. Slightly
changed the API to always take a second argument without speed
penalization and add optional argument axis.

Added test.
Cosmetic changes.
Better version detection for scipy
FIX: stupid mistake.
FIX Stupid mistake