GAG | Global Attributed Graph Neural Network for Streaming Session | Recommender System library

 by   RuihongQiu Python Version: Current License: Apache-2.0

kandi X-RAY | GAG Summary

kandi X-RAY | GAG Summary

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

"GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation", SIGIR 2020. If you find this repo helpful, please cite this paper.
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            kandi-support Support

              GAG has a low active ecosystem.
              It has 5 star(s) with 1 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of GAG is current.

            kandi-Quality Quality

              GAG has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              GAG is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              GAG releases are not available. You will need to build from source code and install.
              GAG has no build file. You will be need to create the build yourself to build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed GAG and discovered the below as its top functions. This is intended to give you an instant insight into GAG implemented functionality, and help decide if they suit your requirements.
            • Calculate the entropy of a union
            • Calculate the entropy of a model
            • Sample a new set of new windows
            • Compute the entropy for a new session
            • Processes the training data
            • Load test data from a pickle file
            • Load data from a pickle file
            • Perform the forward computation
            • Calculate the norm of a graph
            • Update the map with the given data
            • Add values to the data
            • Fix new entropy on new windows
            • Generate a random selection based on a union
            • Performs a forward computation
            • Load test sets
            • Load training data from a pickle file
            • Randomize a new window
            Get all kandi verified functions for this library.

            GAG Key Features

            No Key Features are available at this moment for GAG.

            GAG Examples and Code Snippets

            No Code Snippets are available at this moment for GAG.

            Community Discussions

            QUESTION

            How do I export a dataframe produced by R?
            Asked 2022-Apr-14 at 16:47

            I fail to export a dataframe produced by uco(seqinr) function in rscu computation. What means should I use?. The dataframe is not showing in r environment either, it only remain in the console. Have tried so much copying it to excel, word, notepad in vain. Could someone help?

            ...

            ANSWER

            Answered 2022-Apr-14 at 16:47

            First of all, store the output of the function in a variable, e.g.:

            Source https://stackoverflow.com/questions/71874756

            QUESTION

            Issue with nested for loops in Javascript - Basic Algorithm Scripting
            Asked 2022-Apr-03 at 21:31

            I am trying to write a function that accepts an array of strings as an argument. I want to return the array of strings sorted first by number of vowels and then alphabetically.

            Input: ['dog', 'cat', 'elephant', 'hippo', 'goat'] Output: ['cat', 'dog', 'goat', 'hippo', 'elephant']

            ...

            ANSWER

            Answered 2022-Apr-02 at 10:41

            This can be done in a single .sort();

            Source https://stackoverflow.com/questions/71716672

            QUESTION

            Check for blanks at specified positions in a string
            Asked 2022-Mar-28 at 05:42

            I have the following problem, which I have been able to solve in a very long way and I would like to know if there is any other way to solve it. I have the following string structure:

            text = 01 ARA 22 - 02 GAG 23

            But due to processing sometimes the spaces are not added properly and it may look like this:

            ...

            ANSWER

            Answered 2022-Mar-28 at 05:27

            You can use a regex to capture each of the components in the text, and then replace any missing spaces with a space:

            Source https://stackoverflow.com/questions/71642707

            QUESTION

            Ignoring incomplete triplet in protein translation
            Asked 2022-Mar-26 at 01:02

            I have a sequence of DNA of "atgactgccatggaggagtc". The problem told me to decompose it into triplets and translate the triplets into proteins. I have the code that do that. However at the end there are only 2 nucleotides left, so I can't make a triplet out of it. How can I tell Python to list "-" instead if a triplet doesn't have 3 nucleotides in it?

            ...

            ANSWER

            Answered 2022-Mar-26 at 00:31

            You can use .get(), which returns the value of the key if it exists in the dictionary, else it returns the second parameter to .get() (by default, .get() returns None, but we explicitly specify - here per the question's requirements):

            Change

            Source https://stackoverflow.com/questions/71624409

            QUESTION

            Near Protocol Unknown arguments
            Asked 2022-Mar-24 at 16:28

            It might be a stupid question, but I am trying to learn how to work with Near Protocol in Near academy.

            In chapter 6, you have a task to login to NEAR using CLI, register yourself as a meme museum contributor and register your meme.

            Link to the Chapter 6: https://near.academy/near101/chapter-6

            I have an issue when I try to register the meme. I am getting an error:

            Unknown argument: {meme : bingoo, title : telephonememe, data : https://9gag.com/gag/a718nWb, category : 4}

            I am not sure why those arguments are percevied as unknown.

            Here's the code:

            near call museum.testnet add_meme \ '{"meme" : "bingoo", "title" : "telephonememe", "data" : "https://9gag.com/gag/a718nWb", "category" : 4}' --accountId bingoo.testnet --amount 4

            ...

            ANSWER

            Answered 2022-Mar-24 at 16:28

            I'm using a windows machine, and I was getting the same error.

            I tried a bunch of things and I saw this AWS post on host to use quotes in the aws cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-usage-parameters-quoting-strings.html

            I think for windows you can't use the single quotes around the json object, and you can't do the \ for the newline. I would just one long string and \ the " inside the json. like this:

            Source https://stackoverflow.com/questions/71383538

            QUESTION

            How to not automatically sort my y axis bar plot in ggplot & lemon
            Asked 2022-Mar-17 at 13:37

            I am trying to display data by Species that has different values depending on group Letter. The best way I have found to display my data is by putting my categorical data on the y-axis and displaying the Total_Observed on the x-axis. Lemon allows me to have different y-axis labels. Unfortunately, the graph sorts by my y-axis labels instead of using my data as is, which is sorted by most abundant species to least abundant. Any suggestions?

            Using libraries: dplyr, ggplot2, lemon

            My data:

            ...

            ANSWER

            Answered 2022-Mar-17 at 13:37

            Answered by Johan Rosa's shared blog (https://juliasilge.com/blog/reorder-within/): The solution is to use the library(tidytext). With the functions reorder_within and scale_x_reordered.

            The corrected code: test %>% mutate(Species=reorder_within(Species,Total_Observed,Letter)) %>% ggplot(aes(Species,Total_Observed))+geom_histogram(stat='identity')+facet_wrap(~Letter,scales='free_y')+coord_flip()+scale_x_reordered()

            Will now generate the graphs ordered correctly

            Source https://stackoverflow.com/questions/71504817

            QUESTION

            Openssl aes-256-cbc encryption from command prompt and decryption in PHP (and vice versa)
            Asked 2022-Feb-21 at 07:41

            I am trying to encrypt (openssl aes-256-cbc) a string through Windows command prompt and decrypt the result in PHP.

            I have done the encryption through:

            ...

            ANSWER

            Answered 2022-Feb-20 at 22:17

            The OpenSSL statement generates a random 8 bytes salt during encryption, which is used together with the password to derive a 32 bytes key and a 16 bytes IV with the OpenSSL function EVP_BytesToKey().

            With key and IV the encryption is performed with AES-256 in CBC mode. The result consists of the concatenation of the ASCII encoding of Salted__, followed by the salt and the actual ciphertext, all Base64 encoded.

            The decryption in PHP/OpenSSL must be implemented as follows:

            • Determination of salt and actual ciphertext.
            • Using salt, password and EVP_BytesToKey() to get key and IV.
            • Using key and IV to perform decryption with AES-256 in CBC mode.

            One possible implementation is:

            Source https://stackoverflow.com/questions/71198954

            QUESTION

            Variables not being reassigned in Loop
            Asked 2022-Feb-19 at 04:55

            Both degeneracy1 and protein_ls are not being reassigned in the nested while loops I am using, I can't figure out why this. This program is designed to find the best protein motif to create an oligo for genetic engineering. Both degeneracy1 and protein_ls are listed near the bottom of the python code.

            ...

            ANSWER

            Answered 2022-Feb-19 at 04:55

            I did some refactoring. Can you try the following code?

            Source https://stackoverflow.com/questions/71181881

            QUESTION

            Trying to get spaces between codons and stop the generation when reaching a certain codon for RNA to protein simulation
            Asked 2022-Feb-11 at 00:21

            Here's some things I need help with.
            But first of all, please let me pull up the code first.

            ...

            ANSWER

            Answered 2022-Feb-11 at 00:21

            Assuming you're trying to print everything prior to 'STOP' sliced into 3 characters each, here's an extension of your main function:

            Source https://stackoverflow.com/questions/71073711

            QUESTION

            RNA to Protein simulation program's TypeErorr?
            Asked 2022-Feb-10 at 00:47

            Here's what I'm doing:

            ...

            ANSWER

            Answered 2022-Feb-10 at 00:00

            I would first rewrite your

            Source https://stackoverflow.com/questions/71058139

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

            Vulnerabilities

            No vulnerabilities reported

            Install GAG

            You can download it from GitHub.
            You can use GAG 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/RuihongQiu/GAG.git

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            gh repo clone RuihongQiu/GAG

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            git@github.com:RuihongQiu/GAG.git

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