DAS | Code and datasets for EMNLP2018 paper ‘ ‘ Adaptive | Machine Learning library

 by   ruidan Python Version: Current License: Apache-2.0

kandi X-RAY | DAS Summary

kandi X-RAY | DAS Summary

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

You can find the numerical results in Appendix Table 3 and Table 4. The current version of code is improved in batch sampling for the large-scale dataset. By running this code, an average of 2% macro-F1 improvements can be observed across all source-target pairs on the larget-scale dataset compared to results in Table 4 (c). The results on the small-scale dataset and amazon benchmark are not affected.
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            kandi-support Support

              DAS has a low active ecosystem.
              It has 45 star(s) with 11 fork(s). There are 3 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. On average issues are closed in 539 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DAS is current.

            kandi-Quality Quality

              DAS has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DAS 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

              DAS releases are not available. You will need to build from source code and install.
              DAS 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.
              DAS saves you 334 person hours of effort in developing the same functionality from scratch.
              It has 801 lines of code, 52 functions and 7 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DAS and discovered the below as its top functions. This is intended to give you an instant insight into DAS implemented functionality, and help decide if they suit your requirements.
            • Calculate the mmd
            • Mix a RDF kernel
            • Compute the mmd
            • Computes the mixing matrix of an rfc2
            • Mix two distributions
            • Get data from dataset
            • Create data from a text file
            • Prepare data
            Get all kandi verified functions for this library.

            DAS Key Features

            No Key Features are available at this moment for DAS.

            DAS Examples and Code Snippets

            No Code Snippets are available at this moment for DAS.

            Community Discussions

            QUESTION

            Why am I getting a "Circular View Path Error"?
            Asked 2022-Apr-17 at 01:52

            I am getting a "Circular View Path Error" but I don't know why. If I am understanding it correctly this error occurs when you are stuck in a infinite loop. But I don't see an infinite Loop in my code. I googled the error, and tested every solution I found, but nothing worked.

            MyUserDetails:

            ...

            ANSWER

            Answered 2022-Apr-17 at 01:52

            You get this error, because you did not fully configure Spring MVC, namely error handling part (and probably others).

            Chain of events is as follows:

            1. Call API and get 403 forbidden resource 2022-04-17 00:58:48.803 DEBUG 12924 --- [nio-8080-exec-6] o.s.s.w.a.i.FilterSecurityInterceptor : Failed to authorize filter invocation [GET /admin] with attributes [hasRole('ROLE_ADMIN')] 2022-04-17 00:58:48.803 DEBUG 12924 --- [nio-8080-exec-6] o.s.s.w.access.AccessDeniedHandlerImpl : Responding with 403 status code

            2. Spring redirects to /error view: Request received for GET '/error': org.apache.catalina.core.ApplicationHttpRequest@1f38c9b6 servletPath:/error

            3. Here something happens (it was not found, or something is missing), it leads to another error -> and here is when exception happens: javax.servlet.ServletException: Circular view path [error]: would dispatch back to the current handler URL [/error] again. Check your ViewResolver setup! (Hint: This may be the result of an unspecified view, due to default view name generation.)

            Solution:

            1. Try to search by "springboot mvc set up white lable error page".
            2. And also check why you get 403 status in the first place, as according to logs, you logged in as admin user. Please, read about spring security adding ROLE_ prefix. Most probably, in the DB it has to be ROLE_ADMIN and in the code hasRole('ADMIN')

            Hope, it helped

            Source https://stackoverflow.com/questions/71897950

            QUESTION

            Script is loaded but only executed when User is logged in
            Asked 2022-Apr-11 at 11:27

            I have run into a problem where my Script is loaded but it only gets executed when I am logged in. The role of the User does not matter.

            It worked perfectly last week and as far as I know, there have been no changes to the site since then.

            To test this, I tried to execute following code:

            ...

            ANSWER

            Answered 2022-Apr-11 at 11:23

            Everything works as intended now.

            Big thanks to @jasie

            Turned $rand into a string with $rand = strval(rand(1, 99999999));.

            Changed $in_footer into true.

            Enabled caching plugin WP Rocket and cleared the cache a few times.

            Code in functions.php:

            Source https://stackoverflow.com/questions/71824596

            QUESTION

            Displaying code inside rectangle in Java GUI
            Asked 2022-Apr-10 at 22:43
            // Eine einfache grafische Benutzeroberfläche mit Swing
                //von der Zeile 3 bis zur Zeile 5; Impotieren von Bibliothek
                import java.awt.*;
                import javax.swing.*;
                import java.awt.Graphics;
                 
                 
                public class HelloGUI extends JFrame { //  public class HelloGui
                    public HelloGUI (String title) {
                    super(title);
                        getContentPane().add("North",new JButton("Hello World"));
                        setSize(400,400);
                        setVisible(true);
                    setDefaultCloseOperation( JFrame.EXIT_ON_CLOSE );
                    
                    }
                 
                    
                    public void paint (Graphics g) {
                 
                        /* Das Verwenden von pain Methode
                        * Graphics ist ein Parameter 
                        * in g ist das Parameter Graphics gespeichert 
                        */
                        String insideRect = "Hello World!";
                        //this String should be displayed inside of the rectangel
                        int x = 100;
                        int y = 100;
                 
                 
                        g.drawRect(100,100,200,200);
                        g.setColor(Color.RED);
                        g.drawString(insideRect, x,y);
                        
                    }
                    public static void main(String args[]) {
                        new HelloGUI("Hello World ");
                    }
                }
            
            0 Antworten
            
            ...

            ANSWER

            Answered 2022-Apr-10 at 22:14

            Your String is actually inside the rectangle, in the upper left corner. However it doesn't take the font size into consideration. The code below should put the text within the borders of the rectangle:

            Source https://stackoverflow.com/questions/71820408

            QUESTION

            Solving "CUDA out of memory" when fine-tuning GPT-2 (HuggingFace)
            Asked 2022-Apr-03 at 09:45

            I get the reoccuring CUDA out of memory error when using the HuggingFace Transformers library to fine-tune a GPT-2 model and can't seem to solve it, despite my 6 GB GPU capacity, which I thought should be enough for fine-tuning on texts. The error reads as follows:

            ...

            ANSWER

            Answered 2022-Apr-03 at 09:45
            1. If the memory problems still persist, you could opt for DistillGPT2, as it has a 33% reduction in the parameters of the network (the forward pass is also twice as fast). Particularly for a small GPU memory like 6GB VRAM, it could be a solution/alternative to your problem.
            2. At the same time, it depends on how you preprocess the data. Indeed, the model is capable of "receiving" a maximum length of N tokens (could be for example 512/768) depending on the models you choose. I recently trained a named entity recognition model and the model had a maximum length of 768 tokens. However, when I manually set the dimension of the padded tokens in my PyTorch DataLoader() to a big number, I also got OOM memory (even on 3090 24GB VRAM). As I reduced the dimension of the tokens to a much smaller one (512 instead of 768 for example) the training started to work and I did not get any issues with the lack of memory.

            TLDR: Reducing the number of tokens in the preprocessing phase, regardless of the max capacity of the network, can also help to solve your memories problem. Note that reducing the number of tokens to process in a sequence is different from the dimension of a token.

            Source https://stackoverflow.com/questions/70606666

            QUESTION

            show Save-Button when items added
            Asked 2022-Mar-28 at 11:41

            I would like the save button to appear only when an item is added and when all items are deleted or saved, the button is set to hide.....

            Could you tell me how should I implement?

            The second question would be how should I programming the save button

            Shopping-List Component:

            ...

            ANSWER

            Answered 2022-Mar-28 at 11:41

            You could just use conditional rendering to make this work. This for example will only render the button if there are items in the list.

            Please see the edit below for an improved version

            Source https://stackoverflow.com/questions/71646039

            QUESTION

            running Powershell from ASP.NET Core 6
            Asked 2022-Mar-21 at 10:05

            I'm running an ASP.NET Core 6 application on an IIS as a Rest Api calling Powershell scripts for specific tasks. It works well from my laptop (Windows 10) but doesn't work when I'm running it on a Windows Server 2019 Version 1809 Build 17763.1935. The error tells me that it cannnot find the assembly "Microsoft.Management.Infrastructure".

            Unhandled exception. System.IO.FileNotFoundException: Could not load file or assembly 'Microsoft.Management.Infrastructure, Version=1.0.0.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35'. Das System kann die angegebene Datei nicht finden. File name: 'Microsoft.Management.Infrastructure, Version=1.0.0.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35'

            "Das System kann die angegebene Datei nicht finden." = "File not found."

            Did anyone encounter that problem too? The server has the following things installed:

            • Microsoft .NET 6.0.3 - Windows Server Hosting Microsoft .NET Runtime
            • 6.0.3 (x64) Microsoft .NET Runtime - 6.0.3 (x86)
            • Microsoft .NET SDK 6.0.201 (x64) Microsoft
            • ASP.NET Core 6.0.3 - Shared Framework (x64)
            • Microsoft ASP.NET Core 6.0.3 - Shared Framework (x86)
            • Microsoft Visual C++ 2015-2019 Redistributable (x64) - 14.28.29913
            • Microsoft Visual C++ 2015-2019 Redistributable (x86) - 14.28.29913
            • IIS 10.0
            • Windows PowerShell 5.1
            • PowerShell 7.2.1

            Now to test if it is the server setup missing something I wrote a little .net console application with this code

            ...

            ANSWER

            Answered 2022-Mar-21 at 10:05

            I resolved the issue by building/publishing the application on the target server. Nothing changed in the project or the code. The IIS stayed the same too. It just works now after building it locally on the server.

            Source https://stackoverflow.com/questions/71527116

            QUESTION

            How to adjust a Shiny Dashboard's size to fit different screen sizes?
            Asked 2022-Mar-03 at 12:18

            I have a shiny app with this basic layout that I wrote on my desktop computer where it fits the screen perfectly. However, when running the app on my notebook it'll only show the top left boxes- so the app is way to big for the screen. Upon pressing Ctrl - it will obviously become smaller but still about a quarter of the bottom row is cut off and pressing Ctrl - again the app only fills half the screen. Now I want to provide this app as a feedback tool for my study participants and it's safe to assume they will access it from different sized screens aswell. So I was wondering if there was any way to automatically adjust the box sizes to the size of the screen, no matter its size. I came up with the idea that maybe the mistake was setting the box heights to a fixed value (i.e. height = 300), but my attempt of changing it to 30% revealed that that's not a thing you can do. I read over some CSS-related questions on this site aswell but didn't find anything that worked here either (I know very little CSS though, so I might have missed something there). Does anyone have an idea how to fix that issue?

            ...

            ANSWER

            Answered 2022-Mar-03 at 12:18

            This solution might help you. I'm not very well versed in CSS so I don't think it is the most elegant way but it works. Try nesting your shinydashboard::box()'s in a div() with class that changes the size based on screensize.

            Source https://stackoverflow.com/questions/68819342

            QUESTION

            Cannot run Project.afterEvaluate(Closure) when the project is already evaluated
            Asked 2022-Mar-01 at 12:36

            currently i am having this error:

            ...

            ANSWER

            Answered 2022-Feb-26 at 15:47

            It looks like that's a known issue with the OneSignal Grandle plugin.

            Github OneSignal Issue

            In the discussion some solutions are proposed, by they seem to broke OneSignal or to cause more issue.

            Two of them are:

            My suggestion is to bring attention to the Github Issue so that it can be solved by the OneSignal community.

            Source https://stackoverflow.com/questions/71235215

            QUESTION

            How do I add a foreach inside another foreach in this context?
            Asked 2022-Feb-28 at 00:02

            When a user registers on my platform, there's some code that removes invisible characters.

            I wanted to go further and add ucwords into it. However, I need to have some exceptions, as some words in Portuguese names aren't supposed to be capitalized.

            The code has one if statement and an else one. I don't know how to change the else statement to correspond to the same thing as my if statement, because it's already a foreach loop.

            ...

            ANSWER

            Answered 2022-Feb-28 at 00:02

            The code between array and non-array are the same, so you can write a single foreach

            Source https://stackoverflow.com/questions/71289364

            QUESTION

            How to resize image in dart flutter padding?
            Asked 2022-Feb-19 at 10:45

            I'm trying to make the upper part of a bank application. At the top is the person's photo and name-surname.

            Code:

            ...

            ANSWER

            Answered 2022-Feb-19 at 10:45

            wrap the CircleAvatar with SizedBox like this :

            Source https://stackoverflow.com/questions/71184109

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

            Vulnerabilities

            No vulnerabilities reported

            Install DAS

            You can download it from GitHub.
            You can use DAS 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/ruidan/DAS.git

          • CLI

            gh repo clone ruidan/DAS

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            git@github.com:ruidan/DAS.git

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