MetaR | Source code for EMNLP 2019 paper | Graph Database library

 by   AnselCmy Python Version: Current License: Apache-2.0

kandi X-RAY | MetaR Summary

kandi X-RAY | MetaR Summary

MetaR is a Python library typically used in Database, Graph Database applications. MetaR has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This repo shows the source code of EMNLP 2019 paper: Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs. In this work, we propose a Meta Relational Learning (MetaR) framework to do the common but challenging few-shot link prediction in KGs, namely predicting new triples about a relation by only observing a few associative triples.
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            kandi-support Support

              MetaR has a low active ecosystem.
              It has 67 star(s) with 7 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 1 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MetaR is current.

            kandi-Quality Quality

              MetaR has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MetaR 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

              MetaR 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MetaR and discovered the below as its top functions. This is intended to give you an instant insight into MetaR implemented functionality, and help decide if they suit your requirements.
            • Evaluate performance by relation
            • Evaluate the model
            • Returns the next matching triple for the given relation
            • Find next one triple in eval
            • Rank the prediction
            • Perform one step
            • Log evaluation data
            • Train the model
            • Go to the next relation
            • Calculate next batch
            • Writes the validation log
            • Compute embedding
            • Concatenate two vectors
            • Parse arguments
            • Reload the state_dict
            Get all kandi verified functions for this library.

            MetaR Key Features

            No Key Features are available at this moment for MetaR.

            MetaR Examples and Code Snippets

            No Code Snippets are available at this moment for MetaR.

            Community Discussions

            QUESTION

            How to correctly use Fetch in JavaScript and Django?
            Asked 2022-Feb-25 at 16:46

            I am trying to make a METAR decoder as shown:

            I am using fetch in Vanilla js and I plan to send the entered code to a Django view. From the Django view, the decoded data will be taken and displayed in the template.
            views.py

            ...

            ANSWER

            Answered 2022-Feb-25 at 16:46

            I'm not sure you have the flow right. The idea is that the button, when clicked, will call a function (fetch) that will send data to the view, which will decode it and send it back to the JavaScript, so that it could be displayed without reloading the entire page.

            I think this might help:

            Source https://stackoverflow.com/questions/71268023

            QUESTION

            How do I deserialize an XML API response in ASP.NET?
            Asked 2022-Jan-11 at 04:00

            I am working on a project that calls an API (using C# ASP.NET), and the API returns an XML document. I know how to deserialize an response in JSON, but am running into issues with deserializing an XML response. Currently I am getting the below error when attempting to deserialize the XML:

            InvalidOperationException: response xmlns="" was not expected.

            The error code displayed just the empty quotes in the error message. I have the code samples below, and I would greatly appreciate any constructive feedback or advice on making this better, and any advice on where I went wrong on attempting to deserialize this!

            Here is the XML response from the API call (This API only returns either CML or a .csv):

            ...

            ANSWER

            Answered 2022-Jan-11 at 04:00

            try this, it was tested in Visual Studio

            Source https://stackoverflow.com/questions/70660491

            QUESTION

            MetPy interpolate_to_grid function returning unexpected nan based on data domain
            Asked 2021-Nov-02 at 22:53

            I have been using the "Gridding METAR Observations" example code from MetPy Mondays #154 for some time without any issues. Up until recently, I passed the entire data set without restrictions (except to exclude stations near the South Pole, which were blowing up the Lambert Conformal transformation.)

            Recently, I tried to restrict the domain of the METAR data I process to North America. At this point, MetPy's interpolate_to_grid function seems to be returning nan when it did not previously. Since my region of interest is far removed from the boundaries of the data set, I expected no effect on contours derived from the interpolated data; instead there is a profound effect (please see the example below.) I tried to interpolate over regions of missing data (nan) using SciPy's interp2d function, but there are too many nan to overcome with that "bandaid step".

            Question: Is this expected behavior with interpolate_to_grid, or am I using it incorrectly? I can alway continue to use the entire data set, but that does slow things down a bit. Thanks for any help understanding this.

            In the following example, I am using the 00Z.TXT file from https://tgftp.nws.noaa.gov/data/observations/metar/cycles/, but I am seeing this with METAR data from other sources.

            ...

            ANSWER

            Answered 2021-Nov-02 at 21:58

            This was a tricky one to figure out. What's going on is that MetPy's implementation for Cressman (and Barnes) interpolation uses a maximum search radius for points included in the distance-weighted average. If you don't specify this maximum search radius, it uses 5 times the average minimum spacing between stations.

            By subsetting your data to approximately North America, you have constructed subset of the data where the stations are closer together; this results in a smaller search radius (it is decreasing from ~150km to ~66km). This is obviously producing suboptimal results for your dataset, I think in part because there are limited stations. I plotted the station locations on top of the results using a 66km search radius here:

            You can see the dropouts are where there are sizable gaps between stations. The best solution here is to manually specify the search_radius argument to something like 120km, which seems to give reasonable results:

            Source https://stackoverflow.com/questions/69715720

            QUESTION

            JS How to access specific array value based on another value
            Asked 2021-Oct-15 at 12:35

            I am trying to stringify an array and get the specific value where another value equals EFHK_ATIS:

            ...

            ANSWER

            Answered 2021-Oct-15 at 12:35

            QUESTION

            ECONNRESET error when performing a GET request
            Asked 2021-Oct-11 at 12:23

            I'm trying to make a GET request to a REST Aviation Weather API called AVWX but after performing the request it holds for about 10 seconds and then I get the following error displayed in the console:

            ...

            ANSWER

            Answered 2021-Oct-11 at 12:23

            As @Ever said in a comment on the question, I was missing req.end().

            Source https://stackoverflow.com/questions/69254839

            QUESTION

            Google Sheet | Extract multiple values from one string
            Asked 2021-Aug-11 at 11:25

            I am trying to extract all the strings end with "KT" and put them into one cell, however it only show the first result (24010KT) Preferred result: 24010KT,VRB05KT,21008KT,26008KT,VRB04KT

            I used below formula, =REGEXEXTRACT(A1,"\w+KT")

            String in A1 // TAF 110500Z 1106/1212 24010KT 9999 FEW010 SCT030 TX33/1106Z TX32/1206Z TN28/1122Z TEMPO 1106/1112 4000 SHRA FEW010CB SCT020 TEMPO GR 1109/1115 VRB05KT TEMPO 1120/1202 4000 SHRA FEW010CB SCT020= SS METAR 110630Z 21008KT 190V250 9999 FEW018 32/24 Q1007 NOSIG=
            METAR 110530Z 26008KT 240V300 9999 2800N SHRA FEW018 31/26 Q1008 NOSIG= SS METAR 110430Z VRB04KT 9999 FEW018 SCT028 32/25 Q1008 NOSIG= //

            ...

            ANSWER

            Answered 2021-Aug-11 at 11:25

            QUESTION

            Windows Forms: XML from website to dataGridView
            Asked 2021-Jul-27 at 18:34

            I would like to import a specific part of this XML directly into my dataGridView in Windows Forms, without downloading the XML file.

            Current working code, which is downloading the complete file (not wanted):

            ...

            ANSWER

            Answered 2021-Jul-27 at 18:34

            You can download the content through a stream rather than saving to a file like so:

            Source https://stackoverflow.com/questions/68548943

            QUESTION

            Python (discord.py): New line(enter) after specific words in a loop
            Asked 2021-Jul-08 at 03:17

            I am currently working on an aviation weather Discord bot where the user can request the specific weather of an airport. So for example, when you will type in: !metar KJFK it should return the METAR (Meteorological Aerodrome Report) and TAF (Terminal Aerodrome Forecast). At this moment, I got it working but it returns one-liners. This is the result I get when I enter the ICAO station of Amsterdam-Schiphol:

            Input: !METAR EHAM Output:

            ...

            ANSWER

            Answered 2021-Jul-08 at 03:17

            There are plenty of methods to do this, but for easy and better understanding purpose I used the str.replace() to replace the specific word with adding"\n"before them.

            Source https://stackoverflow.com/questions/68291290

            QUESTION

            Python: Search in an online CSV file
            Asked 2021-Jul-05 at 20:50

            I am currently stuck with a Python project where I want to get the information out of an online CSV file and want to let the user search via an input function. At the moment, I am able to get the information from the online CSV file via a link but I cannot make the connection so that it searches the exact word in that CSV file.

            I currently have tried multiple tutorials but most of them aren't solving my issue. So with a lot of pain, I am writing this message here, hoping someone can help me out.

            The code I have so far is:

            ...

            ANSWER

            Answered 2021-Jul-05 at 20:50

            QUESTION

            Getting items from multiple dictionaries inside a tuple
            Asked 2021-May-28 at 16:37

            I have the following piece of code based on PythonMETAR (some sort of weather codification in aviation) library:

            ...

            ANSWER

            Answered 2021-May-07 at 12:00

            You can use a list comprehension.

            Source https://stackoverflow.com/questions/67434332

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

            Vulnerabilities

            No vulnerabilities reported

            Install MetaR

            For training and testing MetaR, here is an example for queick start,. Here are explanations of some important args,. Normally, other args can be set to default values. See params.py for more details about argus if needed.

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            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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