PathCon | Combining relational context and relational paths | Machine Learning library

 by   hyren Python Version: Current License: MIT

kandi X-RAY | PathCon Summary

kandi X-RAY | PathCon Summary

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

This repository is the PyTorch implementation of PathCon (arXiv):. Entity Context and Relational Paths forKnowledge Graph Completion Hongwei Wang, Hongyu Ren, Jure Leskovec arXiv Preprint, 2020.
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              PathCon has a low active ecosystem.
              It has 44 star(s) with 14 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of PathCon is current.

            kandi-Quality Quality

              PathCon has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              PathCon 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

              PathCon releases are not available. You will need to build from source code and install.
              PathCon 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed PathCon and discovered the below as its top functions. This is intended to give you an instant insight into PathCon implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Calculate the metrics for the ranking
            • Evaluate the model
            • Train a single model
            • Forward the model
            • Aggregate paths
            • Call the model
            • Aggregate neighbors into features
            • Load the knowledge graph
            • Create h2t tails triples
            • Build the graph from training data
            • Get paths from training triples
            • Build the model
            • Returns the aggregator aggregators
            • Build the relation features
            • Count all paths that match the input
            • Perform a breadth - first search
            • Forward computation
            • Helper function to pass the input tensor
            • Prints the setting
            Get all kandi verified functions for this library.

            PathCon Key Features

            No Key Features are available at this moment for PathCon.

            PathCon Examples and Code Snippets

            No Code Snippets are available at this moment for PathCon.

            Community Discussions

            QUESTION

            How to declare variables with unique name in python?
            Asked 2021-Mar-20 at 04:13

            A program receives a map vars, which maps the name and type of variables in pathCons. Now, I want to solve this path_cons, I designed the following parse() function to try to implement it. However, to make solver identify all variables in path_cons, I have to first declare them. But their names are recorded into a variable, so how do I implement my goal?

            ...

            ANSWER

            Answered 2021-Mar-19 at 16:58

            It's hard to understand what you're trying to achieve here. Stack-overflow works the best if you post code that people can run and see the issue you're running into.

            But it seems to me that you want to create a bunch of z3 names corresponding to some notion of variables you have. To do so, simply create an array of them and use it accordingly. I'd do:

            Source https://stackoverflow.com/questions/66705826

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

            Vulnerabilities

            No vulnerabilities reported

            Install PathCon

            You can download it from GitHub.
            You can use PathCon 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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            gh repo clone hyren/PathCon

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            git@github.com:hyren/PathCon.git

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