InfoGraph | Official code for `` InfoGraph | Machine Learning library

 by   fanyun-sun Python Version: Current License: No License

kandi X-RAY | InfoGraph Summary

kandi X-RAY | InfoGraph Summary

InfoGraph is a Python library typically used in Artificial Intelligence, Machine Learning, Pytorch applications. InfoGraph has no vulnerabilities and it has low support. However InfoGraph has 1 bugs and it build file is not available. You can download it from GitHub.

Tested on pytorch 1.6.0 and pytorch_geometric 1.6.1. Experiments reported on the paper are conducted in 2019 with pytorch_geometric==1.3.1. Note that the code regarding of QM9 dataset in pytorch_geometric has been changed since then. Thus, if you run this repo with pytorch_geometric>=1.6.1, you may obtain results differ from those reported on the paper. Code regarding mutual information maximization is partially referenced from:
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            kandi-support Support

              InfoGraph has a low active ecosystem.
              It has 232 star(s) with 41 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 8 have been closed. On average issues are closed in 82 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of InfoGraph is current.

            kandi-Quality Quality

              InfoGraph has 1 bugs (0 blocker, 0 critical, 1 major, 0 minor) and 65 code smells.

            kandi-Security Security

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

            kandi-License License

              InfoGraph does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              InfoGraph releases are not available. You will need to build from source code and install.
              InfoGraph has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              InfoGraph saves you 783 person hours of effort in developing the same functionality from scratch.
              It has 1801 lines of code, 100 functions and 25 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed InfoGraph and discovered the below as its top functions. This is intended to give you an instant insight into InfoGraph implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Calculate global global global loss
            • Calculate an unsupy - learn loss
            • Calculate the unsup_sup_loss
            • Create layers
            • Create linear layers
            • Create res layers
            • Compute the loss of the graph
            • Calculate local global loss
            • Argument parser
            • Evaluate an embedding
            • Classify the logistic regression
            • Random forest classification
            • Classify classification
            • Create the layers
            • Create conv layers
            • Creates res layers
            • Get embeddings
            • Forward computation
            • Evaluate the model on the device
            • Seed all workers
            Get all kandi verified functions for this library.

            InfoGraph Key Features

            No Key Features are available at this moment for InfoGraph.

            InfoGraph Examples and Code Snippets

            No Code Snippets are available at this moment for InfoGraph.

            Community Discussions

            QUESTION

            Question on how to draw a customized network in python
            Asked 2021-Jun-10 at 16:06

            I have a pandas dataframe with the following information:

            ...

            ANSWER

            Answered 2021-Jun-10 at 16:06

            Really quite straightforward. Convert NodeNames to y-corrdinates, convert Years to x-coordinates, and then plot a bunch of Circle and FancyArrow patches.

            Source https://stackoverflow.com/questions/67916197

            QUESTION

            React: Dynamically pass Img Src into Child Component
            Asked 2021-Apr-22 at 23:55

            I have a child component that should receive an icon=.. property to dynamically load an image. The images work when statically specified as img src={name}, but not when dynamically passed through properties, even if I import them in both the Parent & Child.

            ...

            ANSWER

            Answered 2021-Apr-22 at 23:50

            You shoud pass "laptopHouse" in {curly braces}

            Source https://stackoverflow.com/questions/67222157

            QUESTION

            Reduce opacity of a div in a horizontal scroll is it's partially visible
            Asked 2021-Mar-19 at 20:20

            I am creating a carousel using HTML and CSS, which looks like this:

            Below is the Code:

            ...

            ANSWER

            Answered 2021-Mar-19 at 20:20

            This is the solution I finally came up with which pretty much met my needs:

            Added a new inactive class which changes the opacity of the card when applied:

            Source https://stackoverflow.com/questions/66544819

            QUESTION

            Python requests web scraping how to detect non existent returned pages?
            Asked 2021-Feb-02 at 22:28

            I'm scraping some average salary data to make infographics from a list of jobs. If the job can be found, like "programmer", then it gives me a code 200 and the page I go to is the same in the script.

            ...

            ANSWER

            Answered 2021-Feb-02 at 22:28

            You can disable redirection and check the response:

            Source https://stackoverflow.com/questions/66018258

            QUESTION

            Sass styles are not applying
            Asked 2020-Dec-13 at 02:33

            I wanted to know why my styles of class="project-borders" and class="project-overlay" are not applying to div elements of data-modal="modal3" and data-modal="modal6". These styles are applying to every div element where used, except these two. I don't understand what's the problem even though the classes are the same across every div element. You can see the styles by removing class="project-borders" from div elements of data-modal="modal3" and data-modal="modal6".

            Here is the visual representation:- Codepen

            Please any help would be appreciated.

            My HTML:

            ...

            ANSWER

            Answered 2020-Dec-13 at 02:33

            Based on your codepen, it doesn't seem like the 3rd and 6th modals are the problem with the styles displaying. The real problem is that all the content in your modals are absolutely positioned which takes them out of the ordinary context of the document, which causes the project-borders containers to have a height that only consists of the borders. You'll need to define a fixed height for that container for things to display correctly like so...

            Source https://stackoverflow.com/questions/65271351

            QUESTION

            conditional rendering not acting uniformly in reactjs?
            Asked 2020-Sep-21 at 09:21

            I have used conditional rendering in the past but for some reason, it's working on one element here but not on another although they are both using the same JSON phrasing and the same type of conditional rendering?

            JSON array

            //Adobe component data

            ...

            ANSWER

            Answered 2020-Sep-21 at 09:21

            Conditional rendering works by casting the condition to a truthy value. For example:

            Source https://stackoverflow.com/questions/63989302

            QUESTION

            crawling javascript drop down lists
            Asked 2020-Jul-19 at 11:32

            I'm trying to make an infographic on COVID for my school to raise awareness. The problem I ran into was the web page didn't have the information as text. Instead, the drop down was made by javascript.

            This is the site: https://www.nga.org/coronavirus-state-actions-all/#NE

            What are some ways I can potentially parse this page?

            ...

            ANSWER

            Answered 2020-Jul-19 at 11:32

            When crawling web sites with JavaScript enabled, it's probably best to do it in a browser context.

            1. You could either go to the site and paste your script into the console once it's loaded and use copy(result) to copy the result of your script into the clipboard.

            2. Use puppeteer in NodeJS to automate a browser session. Puppeteer is a headless Chrome that can evaluate JavaScript and you could leverage NodeJS to write the crawled results into a file.

            Depending on how often you need to do this (and how often the site changes its markup which you select), it might be faster/easier to implement option 1 first, even if it's only half-automated.

            Source https://stackoverflow.com/questions/62979576

            QUESTION

            How to evenly plot geom_text in R?
            Asked 2020-Jul-13 at 19:09

            I am trying to create an infographic style plot in ggplot but am having a lot of trouble figuring out how to start. I want to plot counts of a variable (women) inside of an image, with the name of the country underneath. I figured this would need to be through geom_text labels but I don't know how to get them evenly spaced in a grid and haven't been successful in my internet searches. If anyone could point me in the right direction of what to be searching for or general advice that would be great!

            ...

            ANSWER

            Answered 2020-Jul-13 at 19:09

            You can use the expand.grid() function to lay out coordinates in an evenly spaced grid. Here is an example with some dummy data:

            Source https://stackoverflow.com/questions/62882457

            QUESTION

            The next section overlap the first section even using z-index
            Asked 2020-Jun-16 at 13:38

            I'm trying to make nav-menu to overlap every section. But I'm trying to use z-index but it seems not to work in this situation.

            I'm trying many solutions like add position for all element but still not working. Here is my HTML code

            ...

            ANSWER

            Answered 2020-Jun-16 at 13:38

            Z-index only works on positioned elements -

            • position: absolute
            • position: relative
            • position: fixed
            • position: sticky

            so depending on what you are trying to do achieve, may be you need to make the Nav fixed to the top??

            something like this for example:

            Source https://stackoverflow.com/questions/62409678

            QUESTION

            divs side by side mobile responsive issue
            Asked 2020-Jun-09 at 23:52

            I have an html code which i want to display several divs side by side but no more than 2 per row so i made it to perform exactly as i want on desktop but mobile seems to not get to work correctly, they look too small, the divs contains a series of infographics.

            I know that the .float-child width 50% is defining its size for mobile too, but i don't know how to set responsive at this poit.

            i'll appreciate any advice or recommendations! thanks!

            ...

            ANSWER

            Answered 2020-Jun-09 at 23:48

            For your situation, the simplest solution might be to use media query. Whatever size you want it to look like, you can adjust the width.

            I set the screen to cover on mobile 75%, but you can change it.

            Source https://stackoverflow.com/questions/62293524

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

            Vulnerabilities

            No vulnerabilities reported

            Install InfoGraph

            You can download it from GitHub.
            You can use InfoGraph 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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            gh repo clone fanyun-sun/InfoGraph

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