wmf | Weighted matrix factorization in Python | Machine Learning library
kandi X-RAY | wmf Summary
kandi X-RAY | wmf Summary
Weighted matrix factorization in Python. This is an implementation of the weighted matrix factorization algorithm using alternating least squares proposed by Hu, Koren and Volinsky in their 2008 paper "Collaborative filtering for implicit feedback datasets". It uses numpy and scipy.sparse. A version that performs the numerous matrix inversions needed for the ALS steps in batches is also provided, as well as a GPU implementation of the batch matrix inversion step using scikits.cuda. Currently this requires the latest version of scikits.cuda from git (needs cublasSgetriBatched). The sparse matrix used in the demo code can be downloaded from here:
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Top functions reviewed by kandi - BETA
- Solves two GPUs
- Return the bptrs
- Compute factors B by b
- Generator for a multiprocessing generator
- Build a binary quadratic matrix
- Returns the row at index i
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wmf Examples and Code Snippets
Community Discussions
Trending Discussions on wmf
QUESTION
I don't know how to get the name of the current source playing in pyglet, I put different sources in a playlist and the playlist is playing one of the sources randomly, here's my code:
...ANSWER
Answered 2021-May-10 at 19:23I'm not sure there is a way exactly built in, but if not seems easy to do yourself.
Is this not viable?
QUESTION
When I run a specific ImageMagick convert command (to produce an animated GIF) inside a Singularity container it is consistently giving an memory error:
...ANSWER
Answered 2021-Feb-17 at 16:45The problem turned out to be with ImageMagick's system-wide policy.xml
that was installed in my container. Updating that file with more generous "memory" and "disk" values fixed this problem.
You can find the location of your system's policy.xml
file using the command convert -list policy
(Hat tip to Kurt Pfeifle's answer which clued me in on this). For me it was at /etc/ImageMagick-6/policy.xml
. You can edit that file
(if you have root access). In the end I decided just to delete the file since I don't want my system from restricting my use at all inside the container.
You can set limits via the command line, say convert -limit memory 2GiB ...
or environment variables (See Kurt Pfeifle's answer for details). However, this method does not allow expanding larger than system-wide limits set in policy.xml
because this policy file is meant to be a way for system administrators to forcibly limit users. Therefore, the only way to remedy this is to update/remove the system-wide policy.
QUESTION
I'm trying to take advantage of the PowerShell Gallery which requires Install-Module. For some reason I cannot get this to work on any computer I have access to:
...ANSWER
Answered 2021-Feb-16 at 02:58As you've discovered yourself, it was the presence of machine-level environment variable __PSLockDownPolicy
that prevented Install-Module
from running (see below for general prerequisites).
This undocumented environment variable, effective on Windows only, is for security reasons only respected if defined at the machine level via the registry (rather than as a per-user or process-specific variable) and can be used to restrict what is allowed in a PowerShell session.
Values 4
through 7
result in PowerShell operating in constrained language mode, where only a handful of pre-approved .NET types may be used, which as a result prevents the PowerShellGet
module that contains the Install-Module
from loading - see the conceptual about_Language Modes help topic.
You can check what language mode is in effect in a given session by executing $ExecutionContext.SessionState.LanguageMode
; in constrained mode, the result is ConstrainedLanguage
; FullLanguage
indicates that no language restrictions are in place.
Looking at PowerShell's source code, the fact that this variable is checked inside a method named GetDebugLockdownPolicy()
suggests that it isn't officially supported.
For more information, see this archived blog post.
The simplest way to remove this restriction is to delete the environment variable, by running the following from an elevated PowerShell prompt:
QUESTION
I am doing a features of convert document (docx) to html file using OpenXMLPowerTools, but I have a stuck with .emf image.
All images in document is .emf images and it cant convert into html.
I have research and it seem like OpenXMLPowerTools does not support for this extension ? am I right ?
Does anyone have this issue while using this tools ?
Here is my current code (VB.NET):
...ANSWER
Answered 2021-Feb-02 at 10:51Now I have converted docx to html with emf images successfully
QUESTION
I am successfully using ImageMagick for a wide range of formats. However, I noticed that some of the (imo) more exotic formats work just fine when I call ImageMagick on them through the command line, but they fail when I try to load the same image using the Magick++ API.
For example, the AAI image formats:
On the command line everything works fine:
...ANSWER
Answered 2020-Dec-27 at 12:13Imagemagick API's rarely support all of Imagemagick's operators etc. It is down to the coder of the API to decide which ones are worth including.
Searching the web I found this page which allows you to see if your format is supported: https://www.imagemagick.org/Magick++/CoderInfo.html
QUESTION
I would like to export from .svg
to .pdf_tex
from command line but on inkscape 1.0 or later, for instance, https://stackoverflow.com/a/41110512/9302545.
Explanation
In Inkscape 0.92 or earlier if I use a .svg
file in a .tex
I only use the lualatex --shell-scape myfile.tex
and this compiler creates a folder svg-inkscape
with a couple of files name_svg_tex.pdf
and name_svg-tex.pdf_tex
. Then I prefer to do it manually and generate the last two files for embeded svg in a pdf from .tex
. In other words I want to replicate for Inkscape 0.92
ANSWER
Answered 2020-Jun-20 at 23:31So then, I'm going to formalize my comment as an answer:
With Inkscape 1.0, the command should be:
QUESTION
I'm making a journal application for myself in c# where i can make journals with dates attached to it. I'm using a foreach statement to let the data display in the textboxes. I can't figure out how to display the journals in order (old->new) with the dates in Textbox3 (t3). I live in Europe so It's DD/MM/YYYY. I hope it's clear, thanks.
...ANSWER
Answered 2020-Dec-17 at 17:54I'm not quite sure I understand your requirement correctly, but I'll give it a try ...
The date is managed in a date.txt file. It contains the date in the format DD/MM/YYYY, correct?
QUESTION
I've just started using PsychoPy
and I've tried to flip text and a grating, both of which appear broken up with green lines.
Anyone know how to fix this?
I'm using PyCharm with Python 3.8 and I get these error messages, not sure if related:
...ANSWER
Answered 2020-Oct-29 at 15:50I'm experiencing the same issue but found that this is only the case on my computer. When I use the exact same code on a different computer, everything appears normal.
QUESTION
I'm unable to use Imagick in PHP to create images. I have created a log file to debug the function in use, but I don't get much from it. I have check the $sourcePath, $destPath, $fileExtension and all are fine.
convert -version:
...ANSWER
Answered 2020-Nov-06 at 23:04Seven years ago, I pointed out a bug to the PHP.net team, showing that writeImage()
is broken, and in fact, you need to use and writeImageFile()
. I suspect this problem must exist also for readImage()
vs. readImageFile()
.
Swap your code, $image->writeImage($destPath);
, and try this in its place...
QUESTION
I am used to use xclip
to copy/paste png files into libreoffice writer.
The command I use is:
...ANSWER
Answered 2020-Sep-04 at 08:13In my experience, LibreOffice seems…
- incapable of pasting SVG code directly from clipboard BUT…
- capable of pasting an SVG file for which you provide a file URI in the clipboard. Specifically:
I've had no luck either trying to paste SVG code directly into LibreOffice via xclip to the clipboard selection… didn't get that to work with any target name, and the cases where I did get a copy/pasted image from some other app into LibreOffice were, like you experienced, not imported as SVG vector data but as raster graphics. BUT:
the following (pasting an URI instead of direct SVG code) works for me:
echo "file://" |xclip -in -selection "CLIPBOARD" -verbose -target text/uri-list
it seems to also work with just the path without the "file://" uri scheme prefix:
echo "" |xclip -in -selection "CLIPBOARD" -verbose -target text/uri-list
and it seems to (mostly) work with remote URLs instead of local file URIs… at least in principle. I just successfully tried with this URI:
https://openclipart.org/download/187787/Flower-Christmas-Flower.svg
However, it seems that the SVG import of LibreOffice has problems (not just when importing via clipboard but also when explicitly importing via Insert->Image) with some SVGs that other programs seem to display without problems, especially mathematical formulae on wikipedia (I believe wiki uses MathJax to render them to SVG). For example, the following svg from wikipedia will not be pasted correctly into LibreOffice, even if I download it and rename it to "foo.svg" and try to explicitly import it: https://wikimedia.org/api/rest_v1/media/math/render/svg/6d4475fbd112aad0bedebebac14a4fa6b220de74
And conversely, the import via clipboard will also fail on more complicated URLS even if it's an SVG file that LibreOffice has no problem with per se (with a less complicated local file URI), for example, this one fails as is:
https://en.wikipedia.org/wiki/Special_relativity#/media/File:World_line.svg
but will import just fine if imported as a local file.
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