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numpy

How to multiply individual elements of a list with a number?

August 14, 2022 by Magenaut

S = [22, 33, 45.6, 21.6, 51.8] P = 2.45 Here S is an array How will I multiply this and get the value? SP = [53.9, 80.85, 111.72, 52.92, 126.91] Answers: Thank you for visiting the Q&A section on Magenaut. Please note that all the answers may not help you solve the issue immediately. … Read more

Categories Python, Q&A Tags multiplication, numpy, python Leave a comment

Handling of duplicate indices in NumPy assignments

August 14, 2022 by Magenaut

I am setting the values of multiple elements in a 2D array, however my data sometimes contains multiple values for a given index.

Categories Python, Q&A Tags numpy, python Leave a comment

initialize a numpy array

August 14, 2022 by Magenaut

Is there way to initialize a numpy array of a shape and add to it? I will explain what I need with a list example. If I want to create a list of objects generated in a loop, I can do:

Categories Python, Q&A Tags arrays, numpy, python Leave a comment

How to one hot encode variant length features?

August 14, 2022 by Magenaut

Given a list of variant length features:

Categories Python, Q&A Tags numpy, pandas, python, scikit-learn Leave a comment

Multiplying across in a numpy array

August 14, 2022 by Magenaut

I’m trying to multiply each of the terms in a 2D array by the corresponding terms in a 1D array. This is very easy if I want to multiply every column by the 1D array, as shown in the numpy.multiply function. But I want to do the opposite, multiply each term in the row.
In other words I want to multiply:

Categories Python, Q&A Tags arrays, numpy, python Leave a comment

python numpy machine epsilon

August 14, 2022 by Magenaut

I am trying to understand what is machine epsilon. According to the Wikipedia, it can be calculated as follows:

Categories Python, Q&A Tags epsilon, numpy, python Leave a comment

How to extend an array in-place in Numpy?

August 14, 2022 by Magenaut

Currently, I have some code like this

Categories Python, Q&A Tags arrays, numpy, python, scipy Leave a comment

Better way to shuffle two numpy arrays in unison

August 14, 2022 by Magenaut

I have two numpy arrays of different shapes, but with the same length (leading dimension). I want to shuffle each of them, such that corresponding elements continue to correspond — i.e. shuffle them in unison with respect to their leading indices.

Categories Python, Q&A Tags numpy, numpy-ndarray, python, random, shuffle Leave a comment

Replace negative values in an numpy array

August 14, 2022 by Magenaut

Is there a simple way of replacing all negative values in an array with 0?

Categories Python, Q&A Tags numpy, python Leave a comment

How to split/partition a dataset into training and test datasets for, e.g., cross validation?

August 14, 2022 by Magenaut

What is a good way to split a NumPy array randomly into training and testing/validation dataset? Something similar to the cvpartition or crossvalind functions in Matlab.

Categories Python, Q&A Tags arrays, numpy, optimization, python Leave a comment
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  1. michealSmith07 on Is there a way to dynamically refresh the less command?August 21, 2022

    That is a very nice post. I like this post.

  2. anonymous on Fix libwacom9 dependency issue when upgrade DebianJune 27, 2022

    saved my day!! Thanks for the help…

  3. sreedhar on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    Thanks its working

  4. saintnick on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    remove libwacom2 worked for me as well

  5. ranafoul on Fix libwacom9 dependency issue when upgrade DebianApril 22, 2022

    apt remove libwacom2 helped on kali 2022.01. gr8

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