[SciPy-user] array vs matrix, converting code from matlab
wbaxter at gmail.com
Fri Apr 21 01:33:33 CDT 2006
One thing... I'm not sure why you think porting Netlab to SciPy would be
such a huge task. It's a big task, sure. Porting to C++ would definitely be
a huge task. But I would think porting to another high-level language like
python would be a one-summer job for a reasonably clueful grad student.
It's only 9000 lines of code excluding comments and blank lines:
[BAXTER-PC<7>netlab]> egrep -v '(^%|^$)' *.m | wc
8971 41422 361276
I think converting 100 lines a day for 90 days is not unreasonable. That
includes all the demos too. If you leave out the demos its about half that:
[BAXTER-PC<18>netlab]> egrep -v '(^%|^\s*$)' `ls *.m | grep -v '^dem'` | wc
4171 18725 156628
Ok maybe it's still a little unreasonable. Alright, maybe it's not a 1-man
summer job. I've also ignored testing and converting the comments, but the
task is also fairly parallelizeable. Probably a little team of 3 eager new
grad students could do a bang up job over a summer.
On 4/21/06, David Cournapeau <david at ar.media.kyoto-u.ac.jp> wrote:
> > Bill Baxter wrote:
> > > By the way, I'd be interested in an n-dimension Gaussian function for
> > > NumPy/SciPy too.
> > >
> > > Anyone else interested in machine learning and or bayesian methods? A
> > > port of Netlab ( http://www.ncrg.aston.ac.uk/netlab/index.php) in
> > > SciPy would be great.
> > Actually, I am porting a code for Gaussian Mixture Models with batch and
> > online EM. I first try to do a pure python version to get an idea on
> > scipy capabilities, and then I intend to create the stub to a C
> > implementation (which already exists for matlab, the core being
> > independant of matlab). I am hoping to have a much cleaner
> > implementation, and more extensible (ie using other pdf, and why not
> > more general models) using python
> > languages capabilities (module, inheritance, etc...).
> > I think porting netlab would be a huge task, and quite difficult; there
> > is also torch ( http://www.torch.ch/) which may be interesting to use
> > (C++ code, BSD license). Having a machine learning tool box would be a
> > step forward for scipy, I guess.
> > David
> > ____________
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