AMR | official implementation for the paper : Jinhui Tang | Machine Learning library

 by   duxy-me Python Version: Current License: No License

kandi X-RAY | AMR Summary

kandi X-RAY | AMR Summary

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

This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversarial Training Towards Robust Multimedia Recommender System.
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              AMR has a low active ecosystem.
              It has 25 star(s) with 13 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 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 AMR is current.

            kandi-Quality Quality

              AMR has no bugs reported.

            kandi-Security Security

              AMR has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              AMR 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

              AMR releases are not available. You will need to build from source code and install.
              AMR has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed AMR and discovered the below as its top functions. This is intended to give you an instant insight into AMR implemented functionality, and help decide if they suit your requirements.
            • Load the embedding image .
            • Creates the loss .
            • Create the optimizer .
            • Test the model .
            • Parse arguments .
            • Execute one epoch
            • Returns a batch generator for each sample .
            • Create a new model instance .
            Get all kandi verified functions for this library.

            AMR Key Features

            No Key Features are available at this moment for AMR.

            AMR Examples and Code Snippets

            No Code Snippets are available at this moment for AMR.

            Community Discussions

            QUESTION

            Split comma- and colon- separated string in R
            Asked 2021-Jun-14 at 17:40
            Input$Freq                                                          
                                                                                         Freq
                                                    AFR:.,AMR:.,EAS:.,FIN:.,NFE:.,OTH:.,ASJ:.
                 AFR:0.1546,AMR:0.2581,EAS:0.0825,FIN:0.2270,NFE:0.0822,OTH:0.1706,ASJ:0.0729
                                                    AFR:.,AMR:.,EAS:.,FIN:.,NFE:.,OTH:.,ASJ:.
                 AFR:0.1546,AMR:0.2581,EAS:0.0825,FIN:0.2270,NFE:0.0822,OTH:0.1706,ASJ:0.0729
                                                    AFR:.,AMR:.,EAS:.,FIN:.,NFE:.,OTH:.,ASJ:.
                                                    AFR:.,AMR:.,EAS:.,FIN:.,NFE:.,OTH:.,ASJ:.
            
            ...

            ANSWER

            Answered 2021-Jun-14 at 17:36

            We could change the regex with str_extract and specify a regex lookaround to match the EAS substring ((?<=EAS:)) that precedes before any characters that are not a , ([^,]+)

            Source https://stackoverflow.com/questions/67974649

            QUESTION

            How do Functions work in a Mongoose Schema?
            Asked 2021-May-28 at 04:06

            I have a schema where I'm trying to generate a nanoid to show on the front end. (The default MongoDB ObjectID is too long to display to users.)

            What I've done is to insert it into my schema as a default value that generates a new string each time an instance of the model is created.

            These are the instructions provided by the nanoid docs for dealing with Mongoose

            ...

            ANSWER

            Answered 2021-May-28 at 04:06

            problem here was there was no logic to save when duplicate skip was false.

            Source https://stackoverflow.com/questions/67531647

            QUESTION

            AADSTS50013: Assertion failed signature validation. [Reason - The key was not found., Thumbprint of key used by client: 'xxxx'
            Asked 2021-May-12 at 14:47

            I have three applications participating the AzureAD OBO flow :

            1. Angular FrontEnd --> Registered with AzureAD as OIDC app

            2. ASP.NET Core Web API --> Registered with AzureAD as SAML app

            3. NAV OData Service --> Registered with AzureAD as SAML app

            Here goes the complete flow :

            1. Angular frontend application signs a user into Azure AD and request a delegated access token for Web API 1 (ASP.NET Core Web API)

            2. Client application then calls Web API 1 with the issued access token

            3. Web API 1 in turn needs to call a downstream Web API 2 (NAV OData Services) so it uses its access token (in step 2 above) to request an access token for Web API 2. What happens in this step is that Web API 1 uses the OBO flow to exchange its access token for another resource’s access token. The exchanged token is still issued on behalf of the original sign in user and it has delegated permission.

            4. Web API 1 uses the new access token to call Web API 2

            In the above I am getting error in the Step 3.

            Error details :

            ...

            ANSWER

            Answered 2021-May-10 at 10:37

            I can get access tokens for api 1 and api 2. This is my test process:

            First, I made the api of api 1 expose, and added client application.

            Next, use the implicit flow to obtain the access token of the middle layer api 1. Request the id token and access token in the browser.

            Source https://stackoverflow.com/questions/67400354

            QUESTION

            Using roles in Blazor Wasm
            Asked 2021-May-06 at 04:58

            I have set up authentication using Azure AD single tenet. Using applications roles for authorization.

            The API is asp.net core 3.1 with a swagger client. All is tested and everything works. The Blazor client can login. But user.Identity has no role claims so AuthorizeView are not working.

            So what am I missing? a nuget package or do I have to map the roles to a custom user account?

            This is my jwt token with the 3 roles

            ...

            ANSWER

            Answered 2021-May-06 at 04:58

            This implementation should resolve your issue. I'm hoping it's included within future templates of .net 6+.

            In Blazor Program.cs

            Source https://stackoverflow.com/questions/66419189

            QUESTION

            Added Custom Claim, showing in ID token missing in Access token
            Asked 2021-May-03 at 11:51

            I have a .NET Core Identity Provider (which also uses IdentityServer4) which authenticates SPA applications with Azure AD. I am adding an "oid" claim with the object identifier value received from Azure. The problem is that from the SPA application I can see the "oid" claim in the ID token but cannot see it in the access token. I need the oid in the access token as well. Here is the relevant code:

            Startup.cs

            ...

            ANSWER

            Answered 2021-May-03 at 11:51

            For the claim to end up in the access token, you need to add a ApiScope and add the Userclaim name to it. Alternatively, add an ApiScope and an ApiResource that contains the UserClaim.

            Like

            Source https://stackoverflow.com/questions/67366446

            QUESTION

            Google cloud speech to text not giving output for OGG & MP3 files
            Asked 2021-Apr-27 at 17:00

            I am trying to perform speech to text on a bunch of audio files which are over 10 mins long. I don't want to waste storage on the cloud bucket by straight-up uploading wav files on it. So I am using ffmpeg to convert the files either to ogg or mp3 like: ffmpeg -y -i audio.wav -ar 12000 -r 16000 audio.mp3

            ffmpeg -y -i audio.wav -ar 12000 -r 16000 audio.ogg

            For testing purpose I ran the speech to text service on a dummy wav file and it seemed to work, I got the text as expected. But for some reason it isn't detecting any speech when I use the ogg or mp3 file. I could not give amr files to work either.

            My code:

            ...

            ANSWER

            Answered 2021-Apr-27 at 17:00
            Use Opus or FLAC FLAC

            FLAC is compressed but is lossless. This will result in the best speech-to-text results.

            Source https://stackoverflow.com/questions/67257782

            QUESTION

            Add headers when generating encoded JWT token
            Asked 2021-Apr-16 at 08:09

            I have below code to generate JWT token.

            ...

            ANSWER

            Answered 2021-Apr-16 at 08:09

            Managed to add the token header with below additional two lines.

            Source https://stackoverflow.com/questions/67107434

            QUESTION

            Is it possible to create a trust that allow federated users from cognito to assume role according to a custom attribute?
            Asked 2021-Apr-08 at 13:26

            Is it possible to create a trust that allow federated users from cognito to assume role according to a custom attribute?

            For example with a tenant attribute:

            ...

            ANSWER

            Answered 2021-Apr-08 at 13:26

            Yes, this is definitely possible with attributes for access control. This will only work for an authenticated user (you need an ID token to map claims to principal tags).

            1. Your trust policy needs to looks like this:

            Source https://stackoverflow.com/questions/66971754

            QUESTION

            FederatedPrincipal with multiples Actions
            Asked 2021-Apr-07 at 13:39

            I'm trying to create a FederatedPrincipal in aws-cdk with multiple Action as shown below:

            Currently, I'm doing this (as shown below) in c#

            ...

            ANSWER

            Answered 2021-Apr-07 at 13:39

            This is currently not possible using high-level constructs. See this still open issue: https://github.com/aws/aws-cdk/issues/6699

            TL;DR

            The IPrincipal requires assumeRoleAction to be a string. But what you need is an array. It looks like it's been put on-hold because it means a BC-breaking change that the team does not want to introduce.

            What I ended up with, is to use a low-level construct CfnRole. I use TypeScript but it should be straightforward to port it to C#.

            Source https://stackoverflow.com/questions/66831545

            QUESTION

            Short stack trace with async await in protractor 7
            Asked 2021-Mar-24 at 15:55

            I'm trying to automate some tests with protractor and jasmine and I'm using async/await to resolve the promises.

            The issue is, when an error does happen, the stack trace is TOO short and thus, I can't seem to locate the source of the issue.

            I did make sure to put SELENIUM_PROMISE_MANAGER to FALSE in the config file.

            I'm using protractor 7 along with node 14.16.0

            Does anyone know how to solve this ? There are not enough details

            Here's a code snippet

            ...

            ANSWER

            Answered 2021-Mar-24 at 15:55

            I remember trying to solve this a while ago and I couldn't. But I implemented a bunch of workarounds and apparently this was enough

            To begin, can you share what these are doing

            Source https://stackoverflow.com/questions/66777611

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

            Vulnerabilities

            No vulnerabilities reported

            Install AMR

            Data f_resnet.npy Deep image features extracted with Resnet. The $i$-th row indicates the $i$-th item feature. pos.txt The training samples used in training process. The numbers $u$ and $i$ in each row indicate an interaction between user $u$ and item $i$. neg.txt The test samples used in testing process. The first number of row $u$ is the only positive sample in test, the following numbers of row $u$ are the negative samples for user $u$.
            Pretrained VBPR The pretrained VBPR is stored in weights/best-vbpr.npy
            Traing AMR bash run.sh The training logs are stored in logs

            Support

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