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numpy

Benchmarking (python vs. c++ using BLAS) and (numpy)

August 14, 2022 by Magenaut

I would like to write a program that makes extensive use of BLAS and LAPACK linear algebra functionalities. Since performance is an issue I did some benchmarking and would like know, if the approach I took is legitimate.

Categories Python, Q&A Tags benchmarking, blas, c#, numpy, python Leave a comment

Parallelizing a Numpy vector operation

August 14, 2022 by Magenaut

Let’s use, for example, numpy.sin()

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

How to normalize a 2-dimensional numpy array in python less verbose?

August 14, 2022 by Magenaut

Given a 3 times 3 numpy array

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

Faster way of polygon intersection with shapely

August 14, 2022 by Magenaut

I have a large number of polygons (~100000) and try to find a smart way of calculating their intersecting area with a regular grid cells.

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

Distance between point and a line (from two points)

August 14, 2022 by Magenaut

I’m using Python+Numpy (can maybe also use Scipy) and have three 2D points

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

How do I install SciPy on 64 bit Windows?

August 14, 2022 by Magenaut

How do I install SciPy on my system?

Categories Python, Q&A Tags 64-bit, numpy, python, scipy, windows Leave a comment

Improve Row Append Performance On Pandas DataFrames

August 14, 2022 by Magenaut

I am running a basic script that loops over a nested dictionary, grabs data from each record, and appends it to a Pandas DataFrame. The data looks something like this:

Categories Python, Q&A Tags numpy, pandas, python, python-2.7 Leave a comment

Pandas pd.Series.isin performance with set versus array

August 13, 2022 by Magenaut

In Python generally, membership of a hashable collection is best tested via set. We know this because the use of hashing gives us O(1) lookup complexity versus O(n) for list or np.ndarray.

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

Fitting a line in 3D

August 13, 2022 by Magenaut

Are there any algorithms that will return the equation of a straight line from a set of 3D data points? I can find plenty of sources which will give the equation of a line from 2D data sets, but none in 3D.

Categories Python, Q&A Tags curve-fitting, linear-algebra, numpy, python Leave a comment

Sliding window of M-by-N shape numpy.ndarray

August 13, 2022 by Magenaut

I have a Numpy array of shape (6,2):

Categories Python, Q&A Tags numpy, python, sliding-window, time-series 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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