Re: [Scikit-learn-general] ANN: astroML version 0.1

2012-10-27 Thread Jake Vanderplas
Thanks Gael, Yes, I've been thinking a lot about density estimation, and I've designed all the astroML code to be fairly easy to move upstream if desired. I have a bit of a vision for density estimation: I'd love in the future to create an sklearn.density submodule which has things like KDE (

Re: [Scikit-learn-general] ANN: astroML version 0.1

2012-10-27 Thread Gael Varoquaux
It looks really awesome! The examples are superbe. It looks like you have some really cool density estimation code. I would personnally love to see such functionality in the scikit. Do you think that some of it could be move upstream? Thanks a lot for being our astrophysics figure-head! I feel th

[Scikit-learn-general] ANN: astroML version 0.1

2012-10-26 Thread Jake Vanderplas
Hi All, I thought folks on this list would be interested in checking out the new python package I just released -- AstroML: Machine Learning for Astrophysics [1]. It draws heavily from scikit-learn (you'll recognize the webpage template!), and also adds implementations of data mining and machi