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Ordered Weighted L1 regularization for classification and regression in Python

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may help understand, why you think your method coefficients from fig 4 are reconstructed well when they are still very different from original from fig 1 ![image](https://user-images.githubusercontent.com/11426119/62639787-48964880-b90e-11e9-9a8c-e2a6519b75df.png)

Thanks for writing up the code for a python implementation of OWL. I've added some boilerplate code to make the repo installable in an environment with a `pip install git+[url]`...