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sklearn_pycon2014's Issues

Attempted to run ipython notebook and am receiving 500 errors on ubuntu.

Did a git clone git://github.com/jakevdp/sklearn_pycon2014.git Today (May 5th 2014) and ran

cd sklearn_pycon2014/notebooks/
ipython notebook

And was greeted with this blank notebook after clicking on the verification section,

blank_notebook

These are the console warnings that show up.

WARNING:root:500 GET /notebooks/a99f1a7c-89ab-4830-aada-3eb250762f8c?_=1399338418269 (127.0.0.1): Unreadable JSON notebook.

ERROR:root:500 GET /notebooks/a99f1a7c-89ab-4830-aada-3eb250762f8c?_=1399338418269 (127.0.0.1) 5.00ms

environment:
Ubuntu 12.04
IPython 0.12.1
Python 2.7.6

Error in "04_svm_rf.py" file

Hi,
I got this error when I run "04_svm_rf.py" file:
ValueError: Target is multiclass but average='binary'. Please choose another average setting.

Here are my versions:
numpy: 1.12.1
scipy: 0.19.0
('matplotlib:', '2.0.2')
('scikit-learn:', '0.18.1')

I saw some people using scikit-learn v0.17 and they wrote that they could run the file.

Thanks for the demo

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