KEPLER | Source code for TACL paper | Graph Database library

 by   THU-KEG Python Version: Current License: MIT

kandi X-RAY | KEPLER Summary

kandi X-RAY | KEPLER Summary

KEPLER is a Python library typically used in Database, Graph Database, Tensorflow applications. KEPLER 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.

Source code for TACL 2021 paper KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
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            kandi-support Support

              KEPLER has a low active ecosystem.
              It has 145 star(s) with 16 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 20 have been closed. On average issues are closed in 41 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of KEPLER is current.

            kandi-Quality Quality

              KEPLER has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              KEPLER 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

              KEPLER 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.
              It has 43618 lines of code, 3199 functions and 369 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed KEPLER and discovered the below as its top functions. This is intended to give you an instant insight into KEPLER implemented functionality, and help decide if they suit your requirements.
            • Generate and re - process nbest results
            • Main entry point for the script
            • Load weights in a tf checkpoint file
            • Generate softmax model
            • Train the model
            • Convert a GPT2 checkpoint file to PyTorch model
            • Performs multi - head attention
            • Get input buffer
            • Set the input buffer
            • In - place interpolation
            • Compute the score score for a given language model
            • Create a Config from a pretrained model
            • Performs the forward computation
            • Calculate a triplet prediction
            • Perform a forward projection
            • Converts a GPT2 checkpoint to PyTorch model
            • Linear classification
            • Perform the forward computation
            • Perform forward computation
            • Train model
            • Generate light gradient
            • Creates a link prediction on the model
            • Compute entity prediction
            • Generate model for softmax
            • Forward attention
            • Computes the link prediction
            • Forward computation
            • Generate the forward computation
            • Convert roberta checkpoint to pytorch model
            Get all kandi verified functions for this library.

            KEPLER Key Features

            No Key Features are available at this moment for KEPLER.

            KEPLER Examples and Code Snippets

            No Code Snippets are available at this moment for KEPLER.

            Community Discussions

            QUESTION

            remove country labels in deck.gl html export
            Asked 2022-Apr-11 at 08:19

            We are using deck.gl to visualize our data. It looks great, however, in the plot basemap, there are still the country names as labels.

            In the API kepler.gl there is an option to hide the labels. We are looking for the same functionality in deck.gl

            Does anyone know how to remove those from the basemap? Thanks

            ...

            ANSWER

            Answered 2022-Apr-11 at 08:19

            You can use CARTO basemaps with no labels, check docs here!

            Source https://stackoverflow.com/questions/71798815

            QUESTION

            Selenium ChromeDriver issue using Webdriver Manager for Python
            Asked 2022-Apr-04 at 08:00

            When running this code:

            ...

            ANSWER

            Answered 2021-Oct-29 at 20:20

            There are two issues in your code block as follows:

            • You need to import ChromeDriverManager from webdriver_manager.chrome
            • As per Webdriver Manager for Python download_and_install() isn't supported and you have to use install()

            So your effective code block will be:

            Source https://stackoverflow.com/questions/69774045

            QUESTION

            Kepler maps do not work when importing two geometry columns
            Asked 2022-Mar-17 at 01:25

            I can extend this question to show a working example but I think it's a bug, not a coding error.

            I've got two separate sources of data that are joined using sjoin. This returns points from df1 that are within a polygon outlined in df2.

            I want to import the merged dataset using Kepler and display both the points and the polygon.

            If I don't differentiate the geometry columns, the polygon coordinates get removed after the merge. On the other hand, if I rename the geometry column from df2 before the merge, it returns a type error.

            For reference, I've plotted the polygon from df2 using Kepler (without df1) and it works fine.

            Option 1 (removes polygon coordinates):

            ...

            ANSWER

            Answered 2022-Mar-16 at 07:44
            • I'm finding kepplergl a painful library to work with...
            • your error is expected and is not a bug. Specifically geopandas only supports one geometry column
            • what does this mean? kepplergl will be using __geo_interface__ to generate geojson from the GeoDataFrame that is then serialised to a string to pass to JavaScript code of kepplergl. This fails as the second column is a Series of complex objects that is not converted to geojson. This I have replicated below, same error in a simple MWE
            • how to manage this?
              1. create two layers in kepplergl one is polygons other is points
              2. concatenate geometries to long GeoDataFrame and create one layer

            Source https://stackoverflow.com/questions/71419378

            QUESTION

            Getting a planet's speed to scale with the inverse square of it's distance?
            Asked 2022-Mar-09 at 18:37

            Following this excellent tutorial on making a procedural solar system, and so far it's coming along nicely. My only problem with it is that the orbit speeds aren't as accurate as I'd like. I want the orbital periods to follow Kepler's Third Law. Only problem is that I don't know how to get it to work like that.

            Here is the code related to the orbits. How do I get it to work how I want it to?

            ...

            ANSWER

            Answered 2022-Mar-09 at 18:37

            Author of the tutorial here. I'm glad you enjoyed it!

            This is a good question. I'm not an expert on astronomy or mathematics, but I'll do my best to answer.

            Setting Speed Via Custom Property

            The first thing to know is that the rotation speed is controlled by the --rotation-speed custom property. We'll be updating that value from distance * randomInt(40, 70) to a more accurate value. Right now this is set in milliseconds.

            So we need to determine what value to set that custom property to.

            Non-scientific caveats

            I'm going to be taking a couple short-cuts in my math here:

            • Kepler's law has complex math to account for the fact that most orbits are elliptical (not circular). My tutorial is using circular orbits, which makes the match simpler. (For an additional challenge you could try switching to elliptical orbits)
            • Obviously real-life orbits are too slow for us to observe, so we'll need to speed them up, but make them more realistic in relation to eachother.

            Determining a more accurate speed

            With those caveats in mind, let's find a formula we can use. I found this helpful article which describes how to calculate circular orbital speeds: https://www.nagwa.com/en/explainers/142168516704/

            Here's a JS approximation of the formula they outline in the article:

            Source https://stackoverflow.com/questions/71399703

            QUESTION

            `leafletElement` is getting undefined in react-leaflet
            Asked 2022-Feb-16 at 09:38

            When I try the below code-sandbox link in my project. I'm facing issue like leafletElement is getting undefined.

            Below are the versions :-

            "react-leaflet": "^3.1.0", "react-leaflet-enhanced-marker": "^1.0.21",

            https://codesandbox.io/s/relaxed-kepler-9sw2n?file=/src/App.js

            ...

            ANSWER

            Answered 2022-Feb-16 at 09:38

            Your code needs several adjustments:

            1. now zoom and center are immutable meaning you cannot change them via setState. You need to hold the mapReference as state variable to achive that.
            2. leafletElement is deprecated when deriving the marker reference
            3. openPopup does not expect any args. This comes from the leaflet API and not from react-leaflet

            Your code should look like this:

            Source https://stackoverflow.com/questions/71128874

            QUESTION

            C++ Same include line in 2 files in the same folder: one works, another can't find the file
            Asked 2022-Feb-12 at 22:00

            Windows 10 Eclipse IDE for C/C++ Developers Version: Kepler Service Release 2 Build id: 20140224-0627

            I'm trying to use imgui. Unfortunately, documentation is pretty shady about how to get it working.

            So, in order to get it working, I think I need something called "glad". Whatever it is, the only source of it seems to be some shady-looking one-pager that generates the files for you (found a link to it here).

            Anyway, I checked all the boxes I needed (copied from the screenshot from the provided link). I don't understand much about what it is (very roughly), I simply want to get imgui running (ha-ha on me, imgui also needs some other stuff scattered around internet, but it's my next problem, not current).

            Anyway, in my new C++ project in eclipse I created a folder "include" and added its path into "C/C++ General -> Paths and Symbols". So when I write "#include "glad/glad.h" in my "test3.cpp" (file with main function, project called test3), I'm ok. But I can't build it because glad.c, which is located in the SAME folder as test3.cpp, has the identical include line, but it gives an error that it can't find it. Sounds like some nonsense to me.

            ...

            ANSWER

            Answered 2022-Feb-12 at 22:00

            Eclipse separates the include paths for C and C++ files. If you have a program combining both C and C++ files, the correct include paths need to be set for both languages.

            Navigate to the C/C++ General -> Paths and Symbols -> Includes tab. You will see both languages (and probably Assembly) listed under Languages. Pick the correct language or when adding the path, check the Add to all languages box.

            Source https://stackoverflow.com/questions/71096066

            QUESTION

            How to add data on keplergl React from database
            Asked 2022-Jan-26 at 09:54

            I'm working with keplergl and I'd like to retrieve data from my database but kepler can't detect my data despite receiving an object in my console.

            Receiving my object in my console

            What should I do? thank you in advance

            ...

            ANSWER

            Answered 2022-Jan-17 at 11:24

            you can find a tutorial on how to dynamically update a dataset with new data here: http://vis.academy/#/kepler.gl/3-load-config

            please see section "2. Replace an existing dataset with new data with the same format , keeping the current config."

            Source https://stackoverflow.com/questions/70739469

            QUESTION

            .env file variables are unable to read
            Asked 2022-Jan-24 at 08:07

            my (.env file) variables are not reading in Nestjs, how do I format it in my VSC editor to execute it. Appreciate anybody could help or advise on this. Thank you guys

            ...

            ANSWER

            Answered 2022-Jan-24 at 08:07

            Click at the bottom where it says JSON

            Type in env and select Environment Variables

            You also need to update your env file:

            • Don't use quotes
            • Don't have spaces around ='s

            If for some reason this still isn't working or Environment Variables isn't an option, install this VS Code extension:

            Name: ENV

            Id: irongeek.vscode-env

            Description: Adds formatting and syntax highlighting support for env files (.env) to Visual Studio Code

            Version: 0.1.0

            Publisher: Jakka Prihatna

            VS Marketplace Link: https://marketplace.visualstudio.com/items?itemName=IronGeek.vscode-env

            Finally, if all of this doesn't work, make sure your .env file is in the correct folder.

            If Nestjs doesn't come with dotenv, you'll need to set it up yourself

            Source https://stackoverflow.com/questions/70830591

            QUESTION

            Changing the default start location of a map in keper.gl
            Asked 2021-Nov-23 at 14:28

            No matter where you data are located on the map, each time a kepler.gl map is visualised, the starting location is by default San Francisco.

            For example:

            ...

            ANSWER

            Answered 2021-Nov-23 at 14:28

            I found the solution shortly after posting the question: The initial coordinates can be embedded in the config dictionary:

            Source https://stackoverflow.com/questions/70082494

            QUESTION

            How can I filter these data per month?
            Asked 2021-Sep-04 at 00:19

            So I have these firestore data where I converted it into a JSON object. How can I filter these data per month and pass it inside the datasets inside the graph? Thank you. I think I might need to first convert the firstDose date into a javascript in order to filter these out?

            I also have this in code sandbox:

            ...

            ANSWER

            Answered 2021-Sep-03 at 05:30

            To get it work you'll need something like this:

            Source https://stackoverflow.com/questions/69039526

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

            Vulnerabilities

            No vulnerabilities reported

            Install KEPLER

            This repo is developed on top of fairseq and you can install our version like installing fairseq from source:.

            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 THU-KEG/KEPLER

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            git@github.com:THU-KEG/KEPLER.git

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