GCA | WWW 2021 ] Source code | Machine Learning library

 by   CRIPAC-DIG Python Version: Current License: MIT

kandi X-RAY | GCA Summary

kandi X-RAY | GCA Summary

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

Source code for Graph Contrastive Learning with Adaptive Augmentation (WWW 2021).
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            kandi-support Support

              GCA has a low active ecosystem.
              It has 63 star(s) with 10 fork(s). There are 3 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 1 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of GCA is current.

            kandi-Quality Quality

              GCA has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              GCA 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

              GCA releases are not available. You will need to build from source code and install.
              GCA 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed GCA and discovered the below as its top functions. This is intended to give you an instant insight into GCA implemented functionality, and help decide if they suit your requirements.
            • Compute log regression .
            • Train the model .
            • Return split index for given split .
            • get a base model by name
            • Return a Dataset object
            • Calls the given source .
            • Initialize the encoder .
            • Evaluate the model .
            • Calculate the mini - semi - loss .
            • Compute weight weights for a given edge index .
            Get all kandi verified functions for this library.

            GCA Key Features

            No Key Features are available at this moment for GCA.

            GCA Examples and Code Snippets

            No Code Snippets are available at this moment for GCA.

            Community Discussions

            QUESTION

            Resize axes of top and right joint marginal plots to match central plot with matplotlib
            Asked 2022-Feb-15 at 01:17

            How do you size the axes of a marginal plot to match the size of a non-square central plot using matplotlib?

            In the image, you'll see that the top marginal plot is too wide, even though it shares the x-axis labels.

            Context: I'm trying to create a joint plot like in Seaborn, but with a non-square heatmap at center and bar graphs as the marginal plots. JointGrids isn't designed to work with heatmaps (which is okay, on to matplotlib!). Merging a matplotlib heatmap with subplot barplots gets me close, but I find one bargraph's axis is larger than the central heatmap even when I share axes.

            Minimum working example:

            ...

            ANSWER

            Answered 2022-Feb-15 at 01:17

            As the heatmap gets a default "equal" aspect ratio, and gets shrunk due to the colorbar, an idea is to manually resize the histograms once everything is created.

            Source https://stackoverflow.com/questions/71119762

            QUESTION

            matplotlib triplot and tricontourf
            Asked 2022-Feb-11 at 20:23

            I'm attempting to plot a 2D dataset having unstructured coordinates in matplotlib using tricontourf. I'm able to generate a plot of the 'mesh' with triplot, however when I use the same Triangulation object for tricontourf, I get an error (see below). What am I missing? Example:

            ...

            ANSWER

            Answered 2022-Feb-11 at 20:23

            I would say you need to provide the array of values to contour, e.g.:

            Source https://stackoverflow.com/questions/71083687

            QUESTION

            Iterating through dictionary lists with another list, and finding associated key of value
            Asked 2022-Feb-04 at 22:09

            I am writing code that modifies a 3 letter sequence at all 3 positions separately by exchanging that position with one of the following A, T, C, or G.

            I have been able to create 3 lists where the initial element has either the 1st, 2nd, or 3rd position modified to one of the other 3 different letters.

            I have written a dictionary that encodes each key (amino acid in this case) and it's corresponding codon sequences (which would be the elements I am modifying). .

            Now, I aim to check each modified list's elements against this dictionary, and see which dict key they correspond to. I wish see if changes in the initial element change the resulting key associated with it.

            I am unable to figure out how to proceed; how can I get the corresponding key for the values of my modified lists?

            Here is my code so far:

            ...

            ANSWER

            Answered 2022-Feb-04 at 22:06

            At the following line:

            Source https://stackoverflow.com/questions/70993124

            QUESTION

            Matplotlib Triangulation: more triangles than vertices
            Asked 2022-Jan-07 at 06:27

            I want to create an unstructured triangular grid, and I have two files: for vertices and triangles. The problem is that Matplotlib Triangulation method requires the length of array of vertices and the length of array of triangles being same, but my data has more triangles than vertices. So, instead of full grid I can get only part of it (skipping the tail of triangles array).

            My output:

            Expected output:

            Vertices array:

            ...

            ANSWER

            Answered 2022-Jan-07 at 06:27

            You don't have to provide the indices of the triangles: by default, matplotlib can automatically generate them using a Delaunay triangulation (see the documentation), and this should be sufficient for your data.

            Source https://stackoverflow.com/questions/70617100

            QUESTION

            Multiple plots from function Matplotlib
            Asked 2021-Dec-28 at 19:11

            (Adjusted to suggestions) I already have a function that performs some plot:

            ...

            ANSWER

            Answered 2021-Dec-28 at 19:11

            If I understand correctly, you are looking for something like this:

            Source https://stackoverflow.com/questions/70499932

            QUESTION

            Y-axis flip issue - Matlab App designer GUI
            Asked 2021-Dec-27 at 15:04

            Based on this question Calculate Y coordinates of an image from graph point of origin I tried to do the same in app designer GUI but it does not work. I attached an image that shows that the image does not start from graph point of origin and that I get a new figure due to the set command. Any idea how to fix/do it?

            Code:

            ...

            ANSWER

            Answered 2021-Dec-26 at 17:05

            you could try to import the image data as a 2-dimensional grid, and then flipping it.. could work not sure.

            Source https://stackoverflow.com/questions/70472683

            QUESTION

            how to make Google Cloud Armor interpret recaptcha score
            Asked 2021-Dec-21 at 18:52

            I have GKE applications in following setup:

            • front app works on example.com
            • backend app works on api.example.com

            I expose those loads via Ingress and all looks cool. I want to protect application with Cloud Armor. I added annotation to api service. I can confirm that if policy has just one rule "deny all IPs" I cannot reach backend endpoints and if I change rule to "allow all IPs" I can. So GCA itself works ok.

            I tried to connect reCaptcha Enterprise and interpret it's score with Google Cloud Armor but I cannot make it work. I created following rules but whatever values I add token.recaptcha.score doesn't seem to be interpreted at all.

            So in presented example I will always be blocked even if I make rule ridiculously small like "> 0.1". Front sends X-Recaptcha-Token to backend so it looks like I did everything correctly.

            Only thing I'm not sure about is if this allow rule is correctly defined. GCP Logging shows that policy was applied but I don't know exactly which rule:

            ...

            ANSWER

            Answered 2021-Dec-21 at 18:02

            The HTTP method that is falling through to the default rule is OPTIONS. The OPTIONS method is often used by CORS, so you normally want those requests to get through.

            Add a rule that allows HTTP method OPTIONS based upon request.method == 'OPTIONS'.

            Or modify your existing rule to to only check if the method is GET, PUT, POST (specify the methods you need to validate reCaptcha).

            Cloud Armor Rule Attributes

            Source https://stackoverflow.com/questions/70435581

            QUESTION

            How to modify xtick label of plt in Matplotlib
            Asked 2021-Dec-17 at 22:39

            The objective is to modify the xticklabel upon plotting pcolormesh and scatter.

            However, I am having difficulties accessing the existing xtick labels.

            Simply

            ...

            ANSWER

            Answered 2021-Dec-16 at 17:45

            I end up using Seaborn to address this issue.

            Specifically, the following lines able to easily tweak the xticklabel

            Source https://stackoverflow.com/questions/70381872

            QUESTION

            ValueError: x and y must be the same size (Linear regression)
            Asked 2021-Dec-14 at 14:18

            So, I'm trying to visualize my linear model regression. However, when I try to run it, it giving me a valueError. I have tried different solutions and also looked other at topics with the same problem.

            ...

            ANSWER

            Answered 2021-Dec-14 at 14:18

            I repeated your code by using the housing competition data (just to have a working example. Here my code (I commented lines of your code that did not fit my data)

            Source https://stackoverflow.com/questions/70347709

            QUESTION

            How to plot multiple columns into a single seaborn boxenplot
            Asked 2021-Nov-29 at 19:05

            I have my two graphs on top of each other and I would like to put them next to each other but I don't know how to do it?

            code :

            ...

            ANSWER

            Answered 2021-Nov-29 at 18:32

            use subplots if you had two different datasets expeditions1 and expeditions2

            Source https://stackoverflow.com/questions/70159162

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

            Vulnerabilities

            No vulnerabilities reported

            Install GCA

            You can download it from GitHub.
            You can use GCA 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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