wmf | Weighted matrix factorization in Python | Machine Learning library

 by   benanne Python Version: Current License: MIT

kandi X-RAY | wmf Summary

kandi X-RAY | wmf Summary

wmf is a Python library typically used in Artificial Intelligence, Machine Learning applications. wmf has no bugs, it has no vulnerabilities, it has a Permissive License and it has high support. However wmf build file is not available. You can download it from GitHub.

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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            kandi-support Support

              wmf has a highly active ecosystem.
              It has 73 star(s) with 21 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 1 have been closed. On average issues are closed in 45 days. There are no pull requests.
              It has a positive sentiment in the developer community.
              The latest version of wmf is current.

            kandi-Quality Quality

              wmf has 0 bugs and 105 code smells.

            kandi-Security Security

              wmf has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              wmf code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              wmf is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              wmf releases are not available. You will need to build from source code and install.
              wmf has no build file. You will be need to create the build yourself to build the component from source.
              wmf saves you 152 person hours of effort in developing the same functionality from scratch.
              It has 380 lines of code, 21 functions and 11 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed wmf and discovered the below as its top functions. This is intended to give you an instant insight into wmf implemented functionality, and help decide if they suit your requirements.
            • 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
            Get all kandi verified functions for this library.

            wmf Key Features

            No Key Features are available at this moment for wmf.

            wmf Examples and Code Snippets

            No Code Snippets are available at this moment for wmf.

            Community Discussions

            QUESTION

            How can I get the name of the current source playing in pyglet?
            Asked 2021-May-10 at 19:23

            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 19:23

            I'm not sure there is a way exactly built in, but if not seems easy to do yourself.

            Is this not viable?

            Source https://stackoverflow.com/questions/67445010

            QUESTION

            ImageMagick convert OOMing inside Singularity container
            Asked 2021-Feb-17 at 16:45

            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 16:45

            The 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.

            Source https://stackoverflow.com/questions/66230378

            QUESTION

            Install-Module not available - not recognized as a name of a cmdlet
            Asked 2021-Feb-16 at 02:58

            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 02:58

            As 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:

            Source https://stackoverflow.com/questions/66210483

            QUESTION

            Convert docx to html using OpenXMLPowerTools failure with x-emf image
            Asked 2021-Feb-02 at 10:51

            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 10:51

            Now I have converted docx to html with emf images successfully

            Source https://stackoverflow.com/questions/65803059

            QUESTION

            ImageMagick: format supported on command line but not in C++ API?
            Asked 2020-Dec-27 at 12:13

            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 12:13

            Imagemagick 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

            Source https://stackoverflow.com/questions/65461552

            QUESTION

            Export `.pdf_tex` for Inkscape 1.0
            Asked 2020-Dec-18 at 19:38

            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 23:31

            So then, I'm going to formalize my comment as an answer:

            With Inkscape 1.0, the command should be:

            Source https://stackoverflow.com/questions/62142340

            QUESTION

            c# foreach file in a directory but in a specific order
            Asked 2020-Dec-17 at 17:54

            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 17:54

            I'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?

            Source https://stackoverflow.com/questions/65345038

            QUESTION

            Does anyone know how to fix random green lines appearing on PsychoPy stimuli?
            Asked 2020-Nov-10 at 16:49

            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 15:50

            I'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.

            Source https://stackoverflow.com/questions/64333695

            QUESTION

            Creating images from .tif file using Imagick in PHP
            Asked 2020-Nov-06 at 23:04

            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 23:04

            Seven 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...

            Source https://stackoverflow.com/questions/64720917

            QUESTION

            Copy and paste svg image to libreoffice writer using xclip
            Asked 2020-Sep-04 at 08:13

            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 08:13

            In 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:
            1. 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:

            2. 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.

            Source https://stackoverflow.com/questions/62293967

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install wmf

            You can download it from GitHub.
            You can use wmf like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/benanne/wmf.git

          • CLI

            gh repo clone benanne/wmf

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            git@github.com:benanne/wmf.git

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