An important addition to the release notes that I forgot:
The 0.18 release is the last scikit-learn release to support Python 2.6
From 0.19 on, we will only support 2.7 and 3.4 and up.


On 09/28/2016 05:01 PM, Andreas Mueller wrote:
Hi everybody.

I'm happy to announce scikit-learn 0.18 has been released today.
You can install from pipy or anaconda.org:

pip install --upgrade scikit-learn --no-deps


or if you prefer conda:

conda update scikit-learn


A big thank you to everybody who contributed.
This one took us a while, but I think it's worth the wait.

Highlights include:
- A new GaussianProcessClassifier and GaussianProcessRegressor to learn complex kernels! - A much improved GaussianMixture and BayesianGaussianMixture mixture models. - We moved the content of the grid_search, cross_validation and validation_curve modules to the new model_selection module.
- A Multi-layer perceptron.

and soo much more that it's impossible to summarize.
Check out the full changelog here:

http://scikit-learn.org/stable/whats_new.html#version-0-18

Please don't update a (ana)conda installation using pip, as that might lead to problems.
Let us know any issues you have on the issue tracker:
https://github.com/scikit-learn/scikit-learn/issues

Enjoy!

Andy

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