multigen | Language Generation with Multi-hop | Graph Database library

 by   cdjhz Python Version: Current License: No License

kandi X-RAY | multigen Summary

kandi X-RAY | multigen Summary

multigen is a Python library typically used in Database, Graph Database applications. multigen has no bugs, it has no vulnerabilities and it has low support. However multigen build file is not available. You can download it from GitHub.

This is the pytorch implementation of our paper "Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph". The arxiv version of the paper could be found here.
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            kandi-support Support

              multigen has a low active ecosystem.
              It has 79 star(s) with 16 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 14 have been closed. On average issues are closed in 23 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of multigen is current.

            kandi-Quality Quality

              multigen has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              multigen 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

              multigen releases are not available. You will need to build from source code and install.
              multigen 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.
              It has 3535 lines of code, 223 functions and 27 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed multigen and discovered the below as its top functions. This is intended to give you an instant insight into multigen implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Return the index of a symbol
            • Prints the features
            • Get item from source
            • Evaluate a single model
            • Forward computation
            • Performs autoreg_forward
            • Perform a multi -hop algorithm
            • Filtering for directed graphs
            • BFS search
            • Save conceptnet files to a network
            • Load resources from files
            • Generate model with aligned alignments
            • Compute the score for the given metrics
            • Compute attention
            • Generate a list of hypositions
            • Encodes a single line
            • Load resources
            • Add a file to the dictionary
            • Process the output of a tqdm
            • Evaluate model
            • Extract English texts
            • Generate RNN
            • Compute the cider score
            • Calculate the average score
            • Compute bleu score
            • Loads the total_concepts
            • Decode one token
            Get all kandi verified functions for this library.

            multigen Key Features

            No Key Features are available at this moment for multigen.

            multigen Examples and Code Snippets

            No Code Snippets are available at this moment for multigen.

            Community Discussions

            QUESTION

            Image augmentation for multiple input giving infinite loop?
            Asked 2017-Mar-09 at 13:13

            I am trying to implement image augmentation for multiple input, however my implementation seem to be going into infinite loop. Posted the code below. What am I doing wrong?

            ...

            ANSWER

            Answered 2017-Mar-09 at 05:39

            The problem is that zip tries to iterate through all outputs of multi* and returns them as a list of tuples. But since multi* are infinite iterators, zip will just keep iterate through multi* and never return.

            The solution here is to use itertools.izip which is an iterator version of zip.

            Just import itertools

            Source https://stackoverflow.com/questions/42685054

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

            Vulnerabilities

            No vulnerabilities reported

            Install multigen

            You can download it from GitHub.
            You can use multigen 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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            CLONE
          • HTTPS

            https://github.com/cdjhz/multigen.git

          • CLI

            gh repo clone cdjhz/multigen

          • sshUrl

            git@github.com:cdjhz/multigen.git

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