GCA | WWW 2021 ] Source code | Machine Learning library
kandi X-RAY | GCA Summary
kandi X-RAY | GCA Summary
Source code for Graph Contrastive Learning with Adaptive Augmentation (WWW 2021).
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Top functions reviewed by kandi - BETA
- 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 .
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GCA Examples and Code Snippets
Community Discussions
Trending Discussions on GCA
QUESTION
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 01:17As 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.
QUESTION
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 20:23I would say you need to provide the array of values to contour, e.g.:
QUESTION
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 22:06At the following line:
QUESTION
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 06:27You 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.
QUESTION
(Adjusted to suggestions) I already have a function that performs some plot:
...ANSWER
Answered 2021-Dec-28 at 19:11If I understand correctly, you are looking for something like this:
QUESTION
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 17:05you could try to import the image data as a 2-dimensional grid, and then flipping it.. could work not sure.
QUESTION
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 18:02The 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).
QUESTION
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 17:45I end up using Seaborn to address this issue.
Specifically, the following lines able to easily tweak the xticklabel
QUESTION
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 14:18I 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)
QUESTION
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 18:32use subplots if you had two different datasets expeditions1 and expeditions2
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