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4 votes
1 answer
109 views

Dataframe transformation to numpy ndarray takes ages to complete

I would like to transform my dataframe into an array of fixed-sized chunks from each unique segment. Specifically, I would like to transform the ...
super_ask's user avatar
  • 143
3 votes
1 answer
75 views

Generating multiple new arrays using numpy

Say I have the following two different states: state1 = [0, 1, 0, 1, 1] state2 = [1, 1, 0, 0, 1] And I want to generate n number of new states by only changing the ...
Omar AlSuwaidi's user avatar
3 votes
2 answers
537 views

Multiplying numpy arrays

I have written a function to multiply two numpy arrays. ...
GalacticPonderer's user avatar
6 votes
1 answer
354 views

Applying gaussian blur on RGBA images

I designed the code and it works quite well for images of lower res. However my program takes a lot of time and ram to display higher res images (occupies 2GB RAM for 4k images and takes 20 minutes). ...
AkashdeepKar's user avatar
3 votes
2 answers
1k views

3D metrics for segmentation evaluation

I am new to programming and I am trying to develop a machine learning approach for image segmentation (https://en.wikipedia.org/wiki/Image_segmentation) and here I want to evaluate the predicted (...
Unic0's user avatar
  • 131
1 vote
1 answer
926 views

Searching for column-indices of a multi-dimensional array that match multiple conditions (one condition per row)

I have written a script that I believe works and covers all edge-cases. I am curious about ways to improve upon speed. While the given example below covers a multi-dimensional array of ...
user avatar
4 votes
0 answers
223 views

Finding where column slices of elements in multi-dimensional array are equal

Skippable Intro: I have a dataset that corresponds to an observed time-series. The dataset is organized into a dictionary - which contains an array of years, an array of months, an array of days, an ...
user avatar