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Showing posts with the label Numba

Improving Runtime Of Python Numpy Code

I have a code which reassigns bins to a large numpy array. Basically, the elements of the large arr… Read more Improving Runtime Of Python Numpy Code

Count The Number Of Non Zero Values In A Numpy Array In Numba

Very simple. I am trying to count the number of non-zero values in an array in NumPy jit compiled w… Read more Count The Number Of Non Zero Values In A Numpy Array In Numba

Numba Environment Variable Not Set Through .numba_config.yaml

Some environment variables can be set for numba, as specified in the doc: https://numba.pydata.org/… Read more Numba Environment Variable Not Set Through .numba_config.yaml

Cannot Coerce To Or From Object In Nopython Context: Error After Python

Following up from here, Numba is finally working (after weeks) on my machine, without any weird ind… Read more Cannot Coerce To Or From Object In Nopython Context: Error After Python

Finding Nearest Neighbours Of A Triangular Tesellation

I have a triangular tessellation like the one shown in the figure. Given N number of triangles in t… Read more Finding Nearest Neighbours Of A Triangular Tesellation

Numba: Calling Jit With Explicit Signature Using Arguments With Default Values

I'm using numba to make some functions containing cycles on numpy arrays. Everything is fine an… Read more Numba: Calling Jit With Explicit Signature Using Arguments With Default Values

Module 'numba.findlib' Has No Attribute 'get_lib_dir'

I'm trying to learn how to use pyculib and got AttributeError: module 'numba.findlib' h… Read more Module 'numba.findlib' Has No Attribute 'get_lib_dir'

Is It Expected For Numba's Efficient Square Euclidean Distance Code To Be Slower Than Numpy's Efficient Counterpart?

I modify the most efficient code from (Why this numba code is 6x slower than numpy code?) so that i… Read more Is It Expected For Numba's Efficient Square Euclidean Distance Code To Be Slower Than Numpy's Efficient Counterpart?

Numba V0.44: Cannot Reflect Element Of Reflected Container

I am new to numba and am struggling at every turn to get what I think is simple to work in nopython… Read more Numba V0.44: Cannot Reflect Element Of Reflected Container

Numba : Cell Vars Are Not Supported

I'd like to use numba to speed up this function: from numba import jit @jit def rownowaga_numba… Read more Numba : Cell Vars Are Not Supported

Optimizing Calculations With Numpy And Numba Python

I am trying to make python run standard deviation functions faster with numba and numpy. However th… Read more Optimizing Calculations With Numpy And Numba Python

Numba 3x Slower Than Numpy

We have a vectorial numpy get_pos_neg_bitwise function that use a mask=[132 20 192] and a df.shape… Read more Numba 3x Slower Than Numpy

Finding Nearest Neighbours Of A Triangular Tesellation

I have a triangular tessellation like the one shown in the figure. Given N number of triangles in t… Read more Finding Nearest Neighbours Of A Triangular Tesellation

Module 'numba.findlib' Has No Attribute 'get_lib_dir'

I'm trying to learn how to use pyculib and got AttributeError: module 'numba.findlib' h… Read more Module 'numba.findlib' Has No Attribute 'get_lib_dir'