Re: [scikit-learn] OMP ended prematurely due to linear dependence in the dictionary

2017-02-17 Thread Vlad Niculae
Oh I'm inclined to say this isn't a bug then. Your residuals can simply be low enough to trigger early stopping this way. Although I agree the warning could be improved. However, if it IS the case that plugging in 32bit X and 64bit y leads to *different results* than if both have the same dtype (a

Re: [scikit-learn] Modelling event rates

2017-02-17 Thread Olivier Grisel
I don't think we have any model dedicated to this, but it's possible that expressive non-parametricmodels such as RF and GBRT or richly parameterized models such as MLP with a regression loss can do a good enough job at giving you a point estimate. -- Olivier _

[scikit-learn] Modelling event rates

2017-02-17 Thread Stuart Reynolds
Does scikit provide any event-rate/time-to-event models, or other models that are specifically time-dependent? (e.g. models that output the # events per unit of time) Examples might include: Poisson model, or Cox proportional hazard. There was some discussion about pulling from statsmodels, htt

Re: [scikit-learn] Google Summer of code 2017

2017-02-17 Thread Max Linke
You should check gsoc-gene...@python.org. There have been questions about scikit-learn participation in GSoC this year. best Max On 02/17/2017 07:12 PM, Jeffrey Levesque via scikit-learn wrote: My project has applied for the Google Summer of Code 2017: - https://github.com/jeff1evesque/machi

Re: [scikit-learn] Google Summer of code 2017

2017-02-17 Thread Jeffrey Levesque via scikit-learn
My project has applied for the Google Summer of Code 2017: - https://github.com/jeff1evesque/machine-learning The project is intended to be an interface to the scikit-learn utilities. This means a visualization HTML interface, as well as a programmatic interface (send post requests to the serv

[scikit-learn] Google Summer of code 2017

2017-02-17 Thread Akshay Gupta
Are we having any plans to take part in GSOC this year? If so then I would like to apply this year. Thanks ___ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn

[scikit-learn] ANN: PyDataLondon Conference in May - Call for Proposals closing in 1 week

2017-02-17 Thread Ian Ozsvald
PyDataLondon 2017 runs in London this May 5-7th at Bloomberg's HQ near London Bridge. Our Call for Proposals is open until February 24th (next Friday), and I'd love to see sklearn talks and tutorial proposals: http://pydata.org/london2017/ This is our 4th annual conference, we'll have 330 active

Re: [scikit-learn] OMP ended prematurely due to linear dependence in the dictionary

2017-02-17 Thread Benjamin Merkt
While trying to get a minimal example to reproduce the error I found that there it also occurred when both arrays where float64. However, I then realized that my data vector has fairly small values (~1e-4 to 1e-8). If I normalize this as well it works for all combinations of 64 and 32 bit. -B