pegasus | Extracted Gap-sentences for Abstractive SUmmarization | Machine Learning library

 by   google-research Python Version: Current License: Apache-2.0

kandi X-RAY | pegasus Summary

kandi X-RAY | pegasus Summary

pegasus is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Neural Network, Transformer applications. pegasus has no bugs, it has build file available, it has a Permissive License and it has medium support. However pegasus has 2 vulnerabilities. You can download it from GitHub.

Pre-training with Extracted Gap-sentences for Abstractive SUmmarization Sequence-to-sequence models, or PEGASUS, uses self-supervised objective Gap Sentences Generation (GSG) to train a transformer encoder-decoder model. The paper can be found on arXiv. ICML 2020 accepted.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              pegasus has a medium active ecosystem.
              It has 1491 star(s) with 306 fork(s). There are 49 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 89 open issues and 109 have been closed. On average issues are closed in 27 days. There are 9 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of pegasus is current.

            kandi-Quality Quality

              pegasus has 0 bugs and 0 code smells.

            kandi-Security Security

              pegasus has 2 vulnerability issues reported (0 critical, 2 high, 0 medium, 0 low).
              pegasus code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              pegasus 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

              pegasus releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              pegasus saves you 1595 person hours of effort in developing the same functionality from scratch.
              It has 3546 lines of code, 240 functions and 59 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed pegasus and discovered the below as its top functions. This is intended to give you an instant insight into pegasus implemented functionality, and help decide if they suit your requirements.
            • Generate string features for a pretraining parser .
            • Creates the hyperparameters for pegasus_large_params .
            • Beam search loop .
            • Construct a new HParams .
            • Left - to - right decoding .
            • Returns a function that returns the estimator model .
            • Evaluate text evaluation .
            • Processes logits .
            • Creates a function for pretraining evaluation .
            • Load trainable variables from checkpoint .
            Get all kandi verified functions for this library.

            pegasus Key Features

            No Key Features are available at this moment for pegasus.

            pegasus Examples and Code Snippets

            Pegasus Event Bus Client API Guide,Coding Examples
            Javadot img1Lines of Code : 108dot img1no licencesLicense : No License
            copy iconCopy
            public class SimpleMessage {
                public String message;
                public String from;
            }
            
            import java.io.BufferedReader;
            import java.io.InputStreamReader;
            
            import com.rabbitmq.client.ConnectionFactory;
            
            import pegasus.eventbus.amqp.AmqpEventManager;
            import   
            Pegasus Event Bus Client API Guide,Coding Examples
            Javadot img2Lines of Code : 108dot img2no licencesLicense : No License
            copy iconCopy
            public class SimpleMessage {
                public String message;
                public String from;
            }
            
            import java.io.BufferedReader;
            import java.io.InputStreamReader;
            
            import com.rabbitmq.client.ConnectionFactory;
            
            import pegasus.eventbus.amqp.AmqpEventManager;
            import   
            Pegasus Event Bus Client API Guide,Subscribing to Messages
            Javadot img3Lines of Code : 24dot img3no licencesLicense : No License
            copy iconCopy
                import pegasus.eventbus.client.EventHandler;
                import pegasus.eventbus.client.EventManager;
                import pegasus.eventbus.client.EventResult;
                import pegasus.eventbus.client.SubscriptionToken;
            
                public class RequestMessageHandler implements  

            Community Discussions

            QUESTION

            Multiple inheritance - Child class problem in randomly choosing a method
            Asked 2022-Mar-07 at 14:48

            My code should make the Parrot class randomly choose only one method of speaking, what the code currently does is repeat all the lines at the same time.

            • Current output
            ...

            ANSWER

            Answered 2022-Mar-07 at 14:39

            That's because you call all methods in the choice() call. Choose the method first, and then call it.

            Source https://stackoverflow.com/questions/71382685

            QUESTION

            'NoneType' error when using PegasusTokenizer
            Asked 2022-Feb-06 at 17:16

            I tried to use the transformers PegasusTokenizer from_pretrained method to load the "google/pegasus-large" tokenizer:

            ...

            ANSWER

            Answered 2022-Feb-06 at 17:16

            The solution was to install sentencepiece package and restart the kernel of the python notebook.

            Source https://stackoverflow.com/questions/71009675

            QUESTION

            CredentialManagement returning empty strings in production but not development
            Asked 2022-Feb-03 at 18:18

            I'm having an issue using the Windows credential manager in a project. I am using it to replace the username and password on the connectionString in my appsettings, and in the development and QA environments everything works fine, but in the production environment (which I don't have complete access to) it does not. The issue is its returning empty string when I load the credentials from the target.

            Here is where I am loading it:

            ...

            ANSWER

            Answered 2022-Feb-03 at 18:18

            As @richard-deeming pointed out, the its because the user running the application does not have access to the credentials stored since they were stored under a different account than the one running the service. Look at his comment for more detail.

            Source https://stackoverflow.com/questions/70974275

            QUESTION

            ValueError: Unrecognized model in ./MRPC/. Should have a `model_type` key in its config.json, or contain one of the following strings in its name
            Asked 2022-Jan-13 at 14:10

            Goal: Amend this Notebook to work with Albert and Distilbert models

            Kernel: conda_pytorch_p36. I did Restart & Run All, and refreshed file view in working directory.

            Error occurs in Section 1.2, only for these 2 new models.

            For filenames etc., I've created a variable used everywhere:

            ...

            ANSWER

            Answered 2022-Jan-13 at 14:10
            Explanation:

            When instantiating AutoModel, you must specify a model_type parameter in ./MRPC/config.json file (downloaded during Notebook runtime).

            List of model_types can be found here.

            Solution:

            Code that appends model_type to config.json, in the same format:

            Source https://stackoverflow.com/questions/70697470

            QUESTION

            Pytorch Index Error ('index out of range in self'): How to Solve?
            Asked 2022-Jan-10 at 05:17

            I recently encountered a roadblock following a deep learning tutorial on youtube (entire code can be found here). I'm having a problem with part 4.4. The goal is to return a dictionary of article summaries for certain stocks (their tickers are in a list: monitered_tickers).

            ...

            ANSWER

            Answered 2022-Jan-10 at 05:17

            Your article length might exceed the model max input length. Use:

            Source https://stackoverflow.com/questions/70647743

            QUESTION

            KnockoutJS: select option with a background image
            Asked 2022-Jan-06 at 17:40

            My code looks something like this at the moment:

            ...

            ANSWER

            Answered 2022-Jan-06 at 17:40

            Perhaps there is a better solution, but you could use the parameter optionsAfterRender in the Options binding in order to modify the tag:

            Source https://stackoverflow.com/questions/70598256

            QUESTION

            Python statement issue
            Asked 2021-Dec-29 at 09:47

            I am trying to create a question/answer program where the program asks a question from a file and then compares the answer but when I write the right one it still tells that its wrong.

            ...

            ANSWER

            Answered 2021-Dec-29 at 09:47
            Fix

            The is because, when using readlines() it gives your a list of string ending by \n char, so the answer string becomes A\n that is different of A. Also sometimes there is a space before answer letter. Use str.strip() to remove both

            Source https://stackoverflow.com/questions/70517488

            QUESTION

            How can I assign all objects in a vector in one line? OOP C++
            Asked 2021-May-30 at 13:30

            There is class called Player and has std::vectorstd::shared_ptr library vector. In the int main part, I created objects called Soldier, Pegasus, Guard. I wanna pass this object into a vector in one line. How can I do that? Basically, I wanna create a player1 deck of card vector and pass the objects into that vector.

            ...

            ANSWER

            Answered 2021-May-30 at 13:30
            #include
            
            class Card{
            };
            class Creature : public Card
            {
            private:
                std::string name;
                int a, b, c;
                bool d, e;
                char f;
                
            public:
                Creature(std::string name, int a, int b, int c, bool d, bool e, char f) : Card(), name(name), a(a), b(b), c(c), d(d), e(e), f(f) {};
            };
            
            class Player{
            private:
                using Cards = std::vector>;
                Cards library;
            public:
                Player(Cards cards): library(cards){}
            };
            
            int main(){
            
            std::shared_ptr Soldier = std::make_shared("Soldier", 0, 1, 1, false, false, 'W');
            std::shared_ptr Guard = std::make_shared("Guard", 2, 2, 5, false, false,'W');
            std::shared_ptr ArmoredPegasus = std::make_shared("Armored Pegasus", 1, 1, 2, false, false,'W');
            
            Player player1({Soldier, ArmoredPegasus, Guard});
            }
            

            Source https://stackoverflow.com/questions/67761517

            QUESTION

            Why does my Webscraper built using python return an empty list when it should return scraped data?
            Asked 2021-May-06 at 09:48

            I am trying to scrape product details such as product name,price,category,color from https://nike.co.in Despite giving the correct Xpath to the script, It does not seem to be scraping the details and it gives an empty list. Here's my complete script:

            ...

            ANSWER

            Answered 2021-May-06 at 09:48

            You can get all of the information you require by using the CLASS_NAME selector as each product card is helpfully given a descriptive class.

            Source https://stackoverflow.com/questions/67399878

            QUESTION

            How to make the boxes fit inside a row
            Asked 2021-Apr-17 at 09:08

            So I have this code where I will put 12 boxes inside a div in a row but 1 box can't fit inside.

            ...

            ANSWER

            Answered 2021-Apr-17 at 08:14

            one of your box is out of the row because there no space left for it, You can simply reduce each purple box size to produce some space for the outered box. Moreover another problem is that your out of row box is also out of the parent div border. To include all boxes inside the parent div border, remove height from div selector, so that the parent div can take as much height as needed to cover all of its child divs. You can watch the final result on my codepen

            Source https://stackoverflow.com/questions/67135967

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

            Vulnerabilities

            Buffer overflow in the IMAP service of Mercury (Pegasus) Mail 4.01 allows remote attackers to execute arbitrary code via a long SELECT command.
            winpm-32.exe in Pegasus Mail (aka Pmail) v4.72 build 572 allows code execution via a crafted ssgp.dll file that must be installed locally. For example, if ssgp.dll is on the desktop and executes arbitrary code in the DllMain function, then clicking on a mailto: link on a remote web page triggers the attack.

            Install pegasus

            Clone library on github and install requirements. Download vocab, pretrained and fine-tuned checkpoints of all experiments from Google Cloud. Alternatively in terminal, follow the instruction and install gsutil. Then.

            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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/google-research/pegasus.git

          • CLI

            gh repo clone google-research/pegasus

          • sshUrl

            git@github.com:google-research/pegasus.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link