Re: [Scikit-learn-general] Persisting models

2015-08-30 Thread Anders Aagaard
If you want an absolutely bullet proof way of doing it. Build and serialize your model during docker build stage. It limits your hosting alternatives, but it is guaranteed to work. On Tue, Aug 25, 2015, 00:19 Stefan van der Walt wrote: > > On 2015-08-24 15:08:57, Andreas Mueller wrote: > > > Ag

Re: [Scikit-learn-general] Multi-target regression

2014-09-16 Thread Anders Aagaard
And after many years of using them both I still get the two confused... Sorry about the noise! ;) On Tue, Sep 16, 2014 at 12:47 PM, Gael Varoquaux < gael.varoqu...@normalesup.org> wrote: > On Tue, Sep 16, 2014 at 12:43:49PM +0200, Anders Aagaard wrote: > > I just had a look a

Re: [Scikit-learn-general] Multi-target regression

2014-09-16 Thread Anders Aagaard
choose Perforce > Perforce version control. Predictably reliable. > > http://pubads.g.doubleclick.net/gampad/clk?id=157508191&iu=/4140/ostg.clktrk > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforg

Re: [Scikit-learn-general] Shared scikit/ipython server

2014-09-01 Thread Anders Aagaard
ocess (s3cmd get). Since you are asking on the sklearn ML, you are > probably not using EMR, but you can modify your job script to do something > similar, ie write the result back to S3 before it completes and causes the > cluster to shut down. > > -sujit > > > On Mon, Sep 1

Re: [Scikit-learn-general] Shared scikit/ipython server

2014-09-01 Thread Anders Aagaard
; The University of Edinburgh is a charitable body, registered in > Scotland, with registration number SC005336. > > > -- > Slashdot TV. > Video for Nerds. Stuff that matters. >

[Scikit-learn-general] Shared scikit/ipython server

2014-08-31 Thread Anders Aagaard
like this? Any tips? -- Best regards Anders Aagaard -- Slashdot TV. Video for Nerds. Stuff that matters. http://tv.slashdot.org/___ Scikit-learn-general mailing list Scikit-learn

Re: [Scikit-learn-general] Pipeline - Convert to dense

2014-08-21 Thread Anders Aagaard
egislação vigente. Se recebeu esta mensagem por erro, rogamos-lhe que nos > o comunique imediatamente por esta mesma via e proceda a sua destruição > > > > > ---------- > > Slashdot TV. > > Video for Nerds. Stuff that ma

Re: [Scikit-learn-general] Large dataset causing Array can't be memory-mapped. Python objects in dtype.

2014-08-19 Thread Anders Aagaard
n-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- Mvh Anders Aagaard -- ___ Scikit-learn-general mailing list Sci

Re: [Scikit-learn-general] Large dataset causing Array can't be memory-mapped. Python objects in dtype.

2014-08-19 Thread Anders Aagaard
at 8:55 AM, Joel Nothman wrote: > Oh well. I'm not a very experienced monkey-patcher. There may be a better > way to do it (make sure you apply the monkey patch before importing any > other scikit-learn modules). > > > On 19 August 2014 16:52, Anders Aagaard wrote: > >

Re: [Scikit-learn-general] Large dataset causing Array can't be memory-mapped. Python objects in dtype.

2014-08-18 Thread Anders Aagaard
t; > > Issue at https://github.com/joblib/joblib/issues/162 > > > On 19 August 2014 05:05, Anders Aagaard wrote: > >> Hi >> >> I've got a reasonably large dataset I'm trying to do a gridsearch on. If >> I feed in a subset of it it works fine, but if

[Scikit-learn-general] Large dataset causing Array can't be memory-mapped. Python objects in dtype.

2014-08-18 Thread Anders Aagaard
dentical on the large file and the smaller one. -- Best regards Anders Aagaard -- ___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.

Re: [Scikit-learn-general] Sharing my quick hacks for constructing pipelines/gridsearches

2014-08-02 Thread Anders Aagaard
Yes I will! I hadn't noticed those when looking through the changes! Thanks! On Sun, Aug 3, 2014 at 2:11 AM, Joel Nothman wrote: > You might enjoy `make_union` and `make_pipeline` in the 0.15 release. > > > On 3 August 2014 01:09, Anders Aagaard wrote: > >&g

[Scikit-learn-general] Sharing my quick hacks for constructing pipelines/gridsearches

2014-08-02 Thread Anders Aagaard
re very recent https://hub.docker.com/u/andaag/sklearn_notebook3/ ), and I'm not sure if all the code works on older builds. -- Best regards Anders Aagaard -- Want fast and easy access to all the code in your enterpris

[Scikit-learn-general] Docker images

2014-07-18 Thread Anders Aagaard
he images are untested, but the previous version I've been using successfully for a good while). -- Best regards Anders Aagaard -- Want fast and easy access to all the code in your enterprise? Index and search up to 200,000

Re: [Scikit-learn-general] Anyone experience hanging when parallelizing fits?

2014-05-30 Thread Anders Aagaard
Which blas implementation are you using? openblas is known to cause this issue. On Wed, May 28, 2014 at 7:51 AM, Ronnie Ghose wrote: > hmm this is going to be annoying, but have you debugged it at all e.g. have > you tried seeing if you can find where it is at when it hits that 0 cpu? / > try pri

[Scikit-learn-general] Whats your workflow when working with scikit projects?

2013-04-10 Thread Anders Aagaard
Hi My normal workflow has been sitting in intellij and rerunning the entire project every time I make a change to my data. This is obviously not terribly efficient, but I quite like working in intellij. I see a lot of people using pynotebook, and I've been trying to use it myself. It's really nic