[Numpy-discussion] multiarray.so: undefined symbol: _Py_ascii_whitespace

2012-06-13 Thread Nicholas Carl
Hello,   I installed Numpy 1.5.1 with Python 2.7.2 and when I try to test my QIIME install it gives me the following error:   /apps/qiime-1.5/dependencies/lib/python2.7/site-packages/numpy/core/multiarray.so: undefined symbol: _Py_ascii_whitespace     ldd for that file gives:     libm.s

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Bryan Van de Ven
On 6/13/12 5:11 PM, Wes McKinney wrote: > And retrieving group indicies/summing: > > In [8]: %timeit arr=='a' > 1000 loops, best of 3: 1.52 ms per loop > In [10]: vals = np.random.randn(100) > In [20]: inds = [arr==x for x in lets] > In [23]: %timeit for ind in inds: vals[ind].sum() > 10 loops,

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Bryan Van de Ven
On 6/13/12 1:12 PM, Nathaniel Smith wrote: > your-branch's-base-master but not in your-repo's-master are new stuff > that you did on your branch. Solution is just to do >git push master Fixed, thanks. > Yes, of course we *could* write the code to implement these "open" > dtypes, and then wri

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Wes McKinney
On Wed, Jun 13, 2012 at 5:19 PM, Bryan Van de Ven wrote: > On 6/13/12 1:54 PM, Wes McKinney wrote: >> OK, I need to spend some time on this as it will directly impact me. >> Random thoughts here. >> >> It looks like the levels can only be strings. This is too limited for >> my needs. Why not suppo

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Bryan Van de Ven
On 6/13/12 1:54 PM, Wes McKinney wrote: > OK, I need to spend some time on this as it will directly impact me. > Random thoughts here. > > It looks like the levels can only be strings. This is too limited for > my needs. Why not support all possible NumPy dtypes? In pandas world, > the levels can b

Re: [Numpy-discussion] Neighborhood iterator: way to easily check which elements have already been visited in parent iterator?

2012-06-13 Thread David Cournapeau
Not the neighborhood one, though. It would be good if this iterator had a cython wrapper, and ndimage used that, though. Le 13 juin 2012 18:59, "Ralf Gommers" a écrit : > > > On Wed, Jun 13, 2012 at 6:57 PM, Thouis (Ray) Jones wrote: > >> Hello, >> >> I'm rewriting scipy.ndimage.label() using num

Re: [Numpy-discussion] Neighborhood iterator: way to easily check which elements have already been visited in parent iterator?

2012-06-13 Thread Thouis (Ray) Jones
On Wed, Jun 13, 2012 at 7:58 PM, Ralf Gommers wrote: > I think there were some changes to the iterator API recently, so please keep > in mind that scipy has to still be compatible with numpy 1.5.1 (at least for > now). Noted. I'll rewrite using the 1.5 API, and save this for when scipy moves to

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Wes McKinney
On Wed, Jun 13, 2012 at 2:12 PM, Nathaniel Smith wrote: > On Wed, Jun 13, 2012 at 5:44 PM, Bryan Van de Ven wrote: >> On 6/13/12 8:33 AM, Nathaniel Smith wrote: >>> Hi Bryan, >>> >>> I skimmed over the diff: >>>     https://github.com/bryevdv/numpy/compare/master...enum >>> It was a bit hard to r

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Nathaniel Smith
On Wed, Jun 13, 2012 at 5:44 PM, Bryan Van de Ven wrote: > On 6/13/12 8:33 AM, Nathaniel Smith wrote: >> Hi Bryan, >> >> I skimmed over the diff: >>     https://github.com/bryevdv/numpy/compare/master...enum >> It was a bit hard to read since it seems like about half the changes >> in that branch

Re: [Numpy-discussion] Neighborhood iterator: way to easily check which elements have already been visited in parent iterator?

2012-06-13 Thread Ralf Gommers
On Wed, Jun 13, 2012 at 6:57 PM, Thouis (Ray) Jones wrote: > Hello, > > I'm rewriting scipy.ndimage.label() using numpy's iterator API, I think there were some changes to the iterator API recently, so please keep in mind that scipy has to still be compatible with numpy 1.5.1 (at least for now).

Re: [Numpy-discussion] Neighborhood iterator: way to easily check which elements have already been visited in parent iterator?

2012-06-13 Thread Tim Cera
Tried to figure out in-place calculation for the neighbor routine that I recently submitted to numpy, but got nowhere. See https://github.com/numpy/numpy/pull/303 for what I came up with. It currently makes a new array to hold the calculations. If someone does come up with something - I would be

[Numpy-discussion] automatic differentiation with PyAutoDiff

2012-06-13 Thread James Bergstra
Further to the recent discussion on lazy evaluation & numba, I moved what I was doing into a new project: PyAutoDiff: https://github.com/jaberg/pyautodiff It currently works by executing CPython bytecode with a numpy-aware engine that builds a symbolic expression graph with Theano... so you can d

[Numpy-discussion] Neighborhood iterator: way to easily check which elements have already been visited in parent iterator?

2012-06-13 Thread Thouis (Ray) Jones
Hello, I'm rewriting scipy.ndimage.label() using numpy's iterator API, and would like to add the ability for it to operate in-place. However, to do so, I need to limit the neighbors consulted to those that have already been processed in the parent iterator over the input and output arrays. Is th

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Dag Sverre Seljebotn
Nathaniel Smith wrote: >On Wed, Jun 13, 2012 at 5:04 PM, Dag Sverre Seljebotn > wrote: >> On 06/13/2012 03:33 PM, Nathaniel Smith wrote: >>> I'm inclined to say therefore that we should just drop the "open >type" >>> idea, since it adds complexity but doesn't seem to actually solve >the >>> pro

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Bryan Van de Ven
On 6/13/12 8:33 AM, Nathaniel Smith wrote: > Hi Bryan, > > I skimmed over the diff: > https://github.com/bryevdv/numpy/compare/master...enum > It was a bit hard to read since it seems like about half the changes > in that branch are datatime cleanups or something? I hope you'll > separate those

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Nathaniel Smith
On Wed, Jun 13, 2012 at 5:04 PM, Dag Sverre Seljebotn wrote: > On 06/13/2012 03:33 PM, Nathaniel Smith wrote: >> I'm inclined to say therefore that we should just drop the "open type" >> idea, since it adds complexity but doesn't seem to actually solve the >> problem it's designed for. > > If one

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Dag Sverre Seljebotn
On 06/13/2012 03:33 PM, Nathaniel Smith wrote: > On Tue, Jun 12, 2012 at 10:27 PM, Bryan Van de Ven > wrote: >> Hi all, >> >> It has been some time, but I do have an update regarding this proposed >> feature. I thought it would be helpful to flesh out some parts of a >> possible implementation to

[Numpy-discussion] numpy array in networkx graph?

2012-06-13 Thread bob tnur
I have M is numpy matrix with 0's& 1's. I want to color the nodes with different colors. can anyone give me a hint on the following code? import network as nx import pylab as plt G=nx.Graph(M) # M is numpy matrix ,i.e:type(M)=numpy.ndarray for i in xrange(len(M)): tt=P[i,:].sum() if

Re: [Numpy-discussion] Enum/Factor NEP (now with code)

2012-06-13 Thread Nathaniel Smith
On Tue, Jun 12, 2012 at 10:27 PM, Bryan Van de Ven wrote: > Hi all, > > It has been some time, but I do have an update regarding this proposed > feature. I thought it would be helpful to flesh out some parts of a > possible implementation to learn what can be spelled reasonably in > NumPy. Mark Wi