R-Net | Tensorflow Implementation of R-Net | Machine Learning library

 by   HKUST-KnowComp Python Version: v0.1 License: MIT

kandi X-RAY | R-Net Summary

kandi X-RAY | R-Net Summary

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

Tensorflow Implementation of R-Net
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            kandi-support Support

              R-Net has a low active ecosystem.
              It has 586 star(s) with 220 fork(s). There are 34 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 5 open issues and 52 have been closed. On average issues are closed in 180 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of R-Net is v0.1

            kandi-Quality Quality

              R-Net has 0 bugs and 7 code smells.

            kandi-Security Security

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

            kandi-License License

              R-Net 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

              R-Net releases are available to install and integrate.
              R-Net 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.
              R-Net saves you 475 person hours of effort in developing the same functionality from scratch.
              It has 1119 lines of code, 62 functions and 8 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed R-Net and discovered the below as its top functions. This is intended to give you an instant insight into R-Net implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Evaluate the prediction
            • Evaluate a batch
            • Convert the answer tokens into a dictionary
            • Prepare the embedding
            • Dot attention
            • Create a dense layer
            • Dropout layer
            • Completes cell
            • Run prepro computation
            • Build features from examples
            • Generate examples
            • Generate embedding for a given count
            • Test the model
            • Get the response for the given question
            • Preprose the context
            • Compute F1 score
            • Normalize an answer
            Get all kandi verified functions for this library.

            R-Net Key Features

            No Key Features are available at this moment for R-Net.

            R-Net Examples and Code Snippets

            No Code Snippets are available at this moment for R-Net.

            Community Discussions

            QUESTION

            How to write integration test for update function in repository services with dapper and nunit?
            Asked 2021-Jun-12 at 09:14

            I am working on a blazor server side project.

            When I try to write integration tests for my repository pattern services I get the error: System.PlatformNotSupportedException : This platform does not support distributed transactions.. Trying to use a second connection and query whether the desired data was really saved triggers the error.

            My test code:

            ...

            ANSWER

            Answered 2021-Jun-12 at 09:14

            Finally got it running using the following code:

            Source https://stackoverflow.com/questions/67874828

            QUESTION

            Working through AutoCAD 2021 Labs, not sure what lab #5 is asking me to do
            Asked 2021-Jun-08 at 05:45

            I'm working my way through these sample AutoCAD labs(AutoCAD 2021 .NET training) to get a feel for the system, and I'm really stuck on step #6 of lab #5. It asks me to "Check to see if the entry we are going to add to the dictionary is already there" using the "contains" property of a database dictionary(DBDictionary) in an if else statement. However, I can't seem to find any reference to what that entry actually is anywhere in the sample code or instructions. Step #7 Mentions an entity located within the aforementioned DBDictionary, but that seems like a particularly strange thing to search for, and even if it was what I was looking for I can't get a statement like that to work. I've tried. Any advice?

            ...

            ANSWER

            Answered 2021-Jun-08 at 05:45

            A DBDictionary could be compared to a generic Dictionary and a DBDictionary entry to a KeyValuePair (where the DBObject is typically an Xrecord). The use of DBDictionary instances is a way to store data in an AutoCAD Database alternatively to SymbolTable (see this topic).

            Source https://stackoverflow.com/questions/67877622

            QUESTION

            How to set up dapr and docker compose with state management
            Asked 2021-May-21 at 19:29

            Very new to dapr and docker.

            I followed along the dapr getting started. The simple hello world state management example worked fine. Yes Bruce, we all know you are Batman.

            So next I built the weather forecast multi-container example for .NET Core. This worked beautifully. (I named my front-end razor pages "wxui" and the back-end webapi "wxapi").

            Finally, I wanted to try my hand at adding state management to the weather forecaster example. I modified the front-end Razor Pages app to store and retrieve a bit of state and added a redis container to my docker-compose file.

            Things are not going well.

            The wxui-dapr container is exiting with this message:

            time="2021-05-20T22:47:50.3179068Z" level=fatal msg="process component statestore error: redis store: error connecting to redis at localhost:6379: dial tcp 127.0.0.1:6379: connect: connection refused" app_id=wxui instance=69254f9724b0 scope=dapr.runtime type=log ver=1.1.2

            I'm going to guess that the dapr sidecar container is not mapping local port 6379 to the redis container. But I have no idea how to test or fix that.

            Here's my docker-compose.yml file, if that's useful:

            ...

            ANSWER

            Answered 2021-May-21 at 19:29

            So in my limited environment, using my very limited understanding of docker networking, I was able to make it work. Please feel free to offer better solutions!

            I ended up changing the docker-compose.yml file to give the redis container a hostname:

            Source https://stackoverflow.com/questions/67629176

            QUESTION

            Datagram (UDP) receiver not working - not receiving broadcast packets
            Asked 2021-May-15 at 15:43

            I had a problem with UDP Datagrams in that I could not receive UDP packets from a server but I could send them. I looked through many examples but could not figure out what was wrong with my code. I finally found hints to what was going wrong from different sites.

            I have thus updated the question here in case it might help someone in the future. The code below is working over a WiFi network on a LG phone and was built on Android Studio 4.2 (29/4/2021); SDK Platform 30; Kotlin 1.5.0

            At the end of the code section below I have written some comments as to what was causing my code not to work.

            This is my MainActivity code

            ...

            ANSWER

            Answered 2021-May-15 at 08:23

            I have found the solution. There was actually no issue with the code. I have updated the original question with comments on what caused the problem... Please see the question above for a full explanation.

            In short the problem was with Android's emulator having a different IP to the PC IP and secondly the phone stopped listening to broadcasted messages once it goes to sleep.

            Source https://stackoverflow.com/questions/67503820

            QUESTION

            Amazon S3 SelectObjectContent Support Missing for .NET v 5.0?
            Asked 2021-May-14 at 05:33

            I found what appears to be a breaking change in the AWS SDK between .NET v4.8 and .NET v5.0 / .NETCore v3.1. Following the tutorial in an official blog, I found I could not compile/run the examples in .NET v5.0 or .NETCore v3.1 using the synchronous method SelectObjectContent. The AWS SDK API was clear this was a callable method, but my Visual Studio/Rider saw it was implemented as an internal method, so I couldn't cleanly access it. In fact, I couldn't even compile.

            However, after exhaustive attempts, I realized moving back to .NET Framework v4.8 it worked as advertised, even using the same AWS SDK nuget (v3.7.0.21).

            Is there a preferred way to access that function, or was a breaking change introduced accidentally that's not documented? I'm not sure how to differentiate whether this is a problem with .NET Framework or AWS SDK, so I'm unsure where to report it. The code is from AWS, but this is dependent on .NET Framework version.

            ...

            ANSWER

            Answered 2021-May-14 at 01:02

            The synchronous method is gone because it is intended to be this way for .NET/.NET Core projects and the respective SDK.

            GitHub user normj who works for AWS stated in a thread:

            The reason the .NET Core version only has async is because the underlying http client available in .NET Core only supports async operations. We debated about keeping the sync methods in the .NET Core version and have them just call the async versions and then block. The problem with that is the SDK would not be following best practice for the platform and more importantly it could mask a potential performance problem.

            Thus the guide you followed isn't necessarily wrong but it could be a bit misleading - you just have to use whichever is available to you.

            Also, despite using the same version of the AWSSDK, depending on what framework your project is targeting, it will reference a different DLL found in the lib folder of the package, which explains why for .NET Framework projects the method is available, but for .NET Core/.NET, it is not. The properties for the DLL in Solution Explorer in Visual Studio will also indicate this (note the Path property).

            Source https://stackoverflow.com/questions/67524503

            QUESTION

            $Metadata url returns 404 with Microsoft.AspNetCore.OData 8.0.0-rc2
            Asked 2021-May-12 at 19:46

            After updating to Microsoft.AspNetCore.OData from 7.5.8 to 8.0.0-rc2 the ~/odata/$metadata url is not working anymore, it just returns 404 - Not found.

            Before I file a bug, am I doing the configuration wrong?

            I followed this blog and the somewhat updated documentation in the Git repo.

            Here is my original Startup.cs for 7.5.8:

            ...

            ANSWER

            Answered 2021-May-11 at 22:31

            I found the solution:

            I had to change the sdk in the csproj file from Microsoft.NET.Sdk.Worker to Microsoft.NET.Sdk.Web.

            (Basically the project is a .NET 5 SDK-style Windows Service / BackgroundWorker with an Asp.Net Core API included.)

            It seems this was not an issue with earlier versions before 8.*

            Source https://stackoverflow.com/questions/67482878

            QUESTION

            Spring application using ReactiveElasticsearchClient is stuck indefinitely even though Elasticsearch server is running
            Asked 2021-Apr-30 at 16:02

            I have been trying to use ReactiveElasticsearchClient to index some documents in my spring application. My application is stuck indefinitely when I am trying to run the jar with command java -jar reactive-es-1.0-SNAPSHOT.jar application.ReactiveEsApplication

            Here's the pom.xml file

            ...

            ANSWER

            Answered 2021-Apr-30 at 16:02

            The problem is that you are mixing versions of the libraries which do not match and do not work together.

            You define the parent as Spring Boot 2.3.5, a version which uses Spring 5.2 but later define the webflux version to 5.3.6. The Spring Data Elasticsearch version 4.1.8 also is built with Spring 5.3.2. I didn't check the recactor and netty versions in detail, but there probably is some conflict as well - it seems that in your pom you defined these dependencies with the versions from Spring Boot 2.4.5 but keep the parent version on 2.3.5.

            Your application runs with the following pom (I set the parent to 2.4.5 and removed unneeded explicit dependencies):

            Source https://stackoverflow.com/questions/67334869

            QUESTION

            Snowflake Connection String - Using a Vanity URL
            Asked 2021-Apr-30 at 06:20

            I'm using https://github.com/snowflakedb/snowflake-connector-net to connect to and query our Snowflake instance. We currently have a vanity url setup for Snowflake so that we can go to https://X.snowflakecomputing.com/ to access the Console. I have been using X.snowflakecomputing.com as the Host part of my connection string (https://github.com/snowflakedb/snowflake-connector-net#create-a-connection).

            Does anyone know if this is okay or should I always be using the full {account}.{region}.snowflakecomputing.com as my Host?

            ...

            ANSWER

            Answered 2021-Apr-30 at 06:19

            From documentation:

            Where are Account Identifiers Used

            Account identifiers are required in Snowflake wherever you need to specify the account you are using, including:

            • URLs for accessing any of the Snowflake web interfaces.
            • SnowSQL, drivers, connectors, and other clients for connecting to Snowflake.
            • 3rd-party applications and services that comprise the Snowflake ecosystem.
            • Features for securing Snowflake internal operations and communication/interaction with external systems. Global features such as Secure Data Sharing and Database Replication and Failover/Failback.

            For example, the URL for an account uses the following format:

            Source https://stackoverflow.com/questions/67319841

            QUESTION

            UnknowhHostException using spring-cloud-starter-gateway with spring boot 2.4.0 and above
            Asked 2021-Apr-29 at 16:04

            Related to https://github.com/reactor/reactor-netty/issues/1431.

            Spring cloud gateway server starts correctly but requests via the gateway fail with the below exception:

            ...

            ANSWER

            Answered 2021-Apr-13 at 12:39

            Fixed by adding the below bean definition:

            Source https://stackoverflow.com/questions/67075057

            QUESTION

            Error connecting to Kafka running in docker container
            Asked 2021-Apr-28 at 16:00

            I have configured following Kafka properties for my spring boot based library bundled inside a lib directory of an EAR deployed to Wildfly. I am able to start the spring components successfully by loading the porperty file from classpath (WEB-INF/classes)

            ...

            ANSWER

            Answered 2021-Apr-28 at 15:18

            You've not shared your Docker Compose so I can't give you the specific fix to make, but in essence you need to configure your advertised listeners correctly. This is the value that the broker provides to the client telling it where to find it when it makes subsequent connections.

            Details: https://www.confluent.io/blog/kafka-client-cannot-connect-to-broker-on-aws-on-docker-etc/

            Source https://stackoverflow.com/questions/67302258

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

            Vulnerabilities

            No vulnerabilities reported

            Install R-Net

            You can download it from GitHub.
            You can use R-Net 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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