[Numpy-discussion] Setting small numbers to zero.
Wed Mar 17 14:08:54 CDT 2010
On Wed, Mar 17, 2010 at 14:03, Keith Goodman <firstname.lastname@example.org> wrote:
> On Wed, Mar 17, 2010 at 12:04 PM, Christopher Barker
> <Chris.Barker@noaa.gov> wrote:
>> Friedrich Romstedt wrote:
>>> import numpy
>>> import time
>>> a = numpy.random.random((2000, 2000))
>>> start = time.time()
>>> a[abs(a) < 10] = 0
>>> stop = time.time()
>> I highly recommend ipython and its "timeit" function --much better for this.
> One of the methods, the fast one, uses an in-place operation, so
> timeit won't work. But for cases where timeit does work, yes, it is
You need to provide correct setup code.
from timeit import Timer
t = Timer("a[abs(a) < 0.1] = 0", "import
"I have come to believe that the whole world is an enigma, a harmless
enigma that is made terrible by our own mad attempt to interpret it as
though it had an underlying truth."
-- Umberto Eco
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