GDN | Implementation code for the paper `` Graph Neural Network | Predictive Analytics library

by d-ailin Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | GDN Summary

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

Code implementation for : Graph Neural Network-Based Anomaly Detection in Multivariate Time Series(AAAI'21).

Support

Quality

Security

License

Reuse

Support

GDN has a low active ecosystem.

It has 344 star(s) with 115 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 28 open issues and 42 have been closed. On average issues are closed in 13 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of GDN is current.

Quality

GDN has no bugs reported.

Security

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

License

GDN is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

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

GDN has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed GDN and discovered the below as its top functions. This is intended to give you an instant insight into GDN implemented functionality, and help decide if they suit your requirements.

Runs the model
Calculate the score of test results
Compute the best performance data for the given score
Return a path to save
Save attack info
Get the attack interval
Build a networkx network
Get the most common feature
Forward computation
Calculate the index of an edge index
Calculates F1 scores for F1
Downsampling of the data
Normalize the data
Calculate the final error score

Get all kandi verified functions for this library.

GDN Key Features

No Key Features are available at this moment for GDN.

GDN Examples and Code Snippets

No Code Snippets are available at this moment for GDN.

Community Discussions

Trending Discussions on GDN

React Typescript Component Unexpected token, expected "{"

Need to Combine column values from multiple rows into single row in SQL

Finding user input in JSON file in Java

Google BigQuery: Why a table resulted from a union of different tables is not showing any values in preview mode? Only it does when running the query?

SQL Trim login to initials

Deploy failing on Docker Tomcat

Spring Not Initializing - App not starting

NiFi Won't Start with Zookeeper Kerberos Config

Angular's structured directives are not working

pyspark compare two columns diagnolly

QUESTION

React Typescript Component Unexpected token, expected "{"

Asked 2021-Jun-01 at 14:52

I have a react app in typescript that cant compile for unknown reasons. This is the error I get:

...

ANSWER

Answered 2021-Jun-01 at 14:52

Don't listen to past me, past me was 2 weeks into this problem and couldn't think straight. Felix Kling had it right, I needed the babel preset (@babel/preset-typescript) in my .babelrc.

The reason it seemed to freeze on Files successfully emitted, waiting for typecheck results... message is because the app was running and if I had checked my browser I would have seen the app. Something I did must have suppressed the warnings I usually see after this message.

Source https://stackoverflow.com/questions/67712850

QUESTION

Need to Combine column values from multiple rows into single row in SQL

Asked 2021-May-05 at 19:50

For this query i am getting similar rows with multiple values. Need to combine values within single row. I tried using Stuff but i am unable to do so. Need to organise data with only SQL functions and no Pl/SQL code if possible.

...

ANSWER

Answered 2021-May-05 at 19:50

For SQL Server 2016:

Using common table expression:

Source https://stackoverflow.com/questions/67407188

QUESTION

Finding user input in JSON file in Java

Asked 2021-Mar-12 at 22:01

So I Have two JSON files like this:
FlightEntity

...

ANSWER

Answered 2021-Mar-12 at 22:01

You can get to the flightNumber and flightId by modifying your Flight function as follows:

Source https://stackoverflow.com/questions/66605352

QUESTION

Google BigQuery: Why a table resulted from a union of different tables is not showing any values in preview mode? Only it does when running the query?

Asked 2021-Jan-26 at 07:00

I have created the following table Called GDN All accounts which resulted from the following query:

...

ANSWER

Answered 2021-Jan-26 at 07:00

Connect and collect data separately from each table. Once this is done, first check all tables are having your expected data or not.

If you found all tables containing expected data, you can now create a new table using Append option in power query. This new table will contain all data together as per your expectation.

Remember, in preview mode not all data shown always if there are big amount of data in the source. You will get the complete list in table visual in the report.

Source https://stackoverflow.com/questions/65889274

QUESTION

SQL Trim login to initials

Asked 2020-Dec-17 at 14:29

Truncate login to initials

Hi!

To calculate statistics, which initials are more common in logins, I need to leave only initials (without a number at the end, if it is present) I have a data column with a login like:

Tried through

...

ANSWER

Answered 2020-Dec-17 at 14:29

You can use regexp_replace() to get the upper case letters at the end of the string:

Source https://stackoverflow.com/questions/65342331

QUESTION

Deploy failing on Docker Tomcat

Asked 2020-May-01 at 21:14

Using CATALINA_BASE:   /usr/local/tomcat
Using CATALINA_HOME:   /usr/local/tomcat
Using CATALINA_TMPDIR: /usr/local/tomcat/temp
Using JRE_HOME:        /docker-java-home/jre
Using CLASSPATH:       /usr/local/tomcat/bin/bootstrap.jar:/usr/local/tomcat/bin/tomcat-juli.jar
13-Mar-2019 12:00:33.111 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Server version:        Apache Tomcat/8.5.38
13-Mar-2019 12:00:33.115 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Server built:          Feb 5 2019 11:42:42 UTC
13-Mar-2019 12:00:33.117 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Server number:         8.5.38.0
13-Mar-2019 12:00:33.119 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log OS Name:               Linux
13-Mar-2019 12:00:33.120 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log OS Version:            4.9.125-linuxkit
13-Mar-2019 12:00:33.121 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Architecture:          amd64
13-Mar-2019 12:00:33.123 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Java Home:             /usr/lib/jvm/java-8-openjdk-amd64/jre
13-Mar-2019 12:00:33.124 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log JVM Version:           1.8.0_181-8u181-b13-2~deb9u1-b13
13-Mar-2019 12:00:33.125 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log JVM Vendor:            Oracle Corporation
13-Mar-2019 12:00:33.126 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log CATALINA_BASE:         /usr/local/tomcat
13-Mar-2019 12:00:33.127 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log CATALINA_HOME:         /usr/local/tomcat
13-Mar-2019 12:00:33.128 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Djava.util.logging.config.file=/usr/local/tomcat/conf/logging.properties
13-Mar-2019 12:00:33.129 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Djava.util.logging.manager=org.apache.juli.ClassLoaderLogManager
13-Mar-2019 12:00:33.130 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Djdk.tls.ephemeralDHKeySize=2048
13-Mar-2019 12:00:33.130 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Djava.protocol.handler.pkgs=org.apache.catalina.webresources
13-Mar-2019 12:00:33.132 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Dorg.apache.catalina.security.SecurityListener.UMASK=0027
13-Mar-2019 12:00:33.134 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Dignore.endorsed.dirs=
13-Mar-2019 12:00:33.135 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Dcatalina.base=/usr/local/tomcat
13-Mar-2019 12:00:33.136 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Dcatalina.home=/usr/local/tomcat
13-Mar-2019 12:00:33.137 INFO [main] org.apache.catalina.startup.VersionLoggerListener.log Command line argument: -Djava.io.tmpdir=/usr/local/tomcat/temp
13-Mar-2019 12:00:33.139 INFO [main] org.apache.catalina.core.AprLifecycleListener.lifecycleEvent Loaded APR based Apache Tomcat Native library [1.2.21] using APR version [1.5.2].
13-Mar-2019 12:00:33.140 INFO [main] org.apache.catalina.core.AprLifecycleListener.lifecycleEvent APR capabilities: IPv6 [true], sendfile [true], accept filters [false], random [true].
13-Mar-2019 12:00:33.141 INFO [main] org.apache.catalina.core.AprLifecycleListener.lifecycleEvent APR/OpenSSL configuration: useAprConnector [false], useOpenSSL [true]
13-Mar-2019 12:00:33.151 INFO [main] org.apache.catalina.core.AprLifecycleListener.initializeSSL OpenSSL successfully initialized [OpenSSL 1.1.0j  20 Nov 2018]
13-Mar-2019 12:00:33.274 INFO [main] org.apache.coyote.AbstractProtocol.init Initializing ProtocolHandler ["http-nio-8080"]
13-Mar-2019 12:00:33.296 INFO [main] org.apache.tomcat.util.net.NioSelectorPool.getSharedSelector Using a shared selector for servlet write/read
13-Mar-2019 12:00:33.327 INFO [main] org.apache.coyote.AbstractProtocol.init Initializing ProtocolHandler ["ajp-nio-8009"]
13-Mar-2019 12:00:33.334 INFO [main] org.apache.tomcat.util.net.NioSelectorPool.getSharedSelector Using a shared selector for servlet write/read
13-Mar-2019 12:00:33.336 INFO [main] org.apache.catalina.startup.Catalina.load Initialization processed in 873 ms
13-Mar-2019 12:00:33.374 INFO [main] org.apache.catalina.core.StandardService.startInternal Starting service [Catalina]
13-Mar-2019 12:00:33.375 INFO [main] org.apache.catalina.core.StandardEngine.startInternal Starting Servlet Engine: Apache Tomcat/8.5.38
13-Mar-2019 12:00:33.503 WARNING [localhost-startStop-1] org.apache.catalina.core.StandardContext.setPath A context path must either be an empty string or start with a '/' and do not end with a '/'. The path [/] does not meet these criteria and has been changed to []
13-Mar-2019 12:00:33.510 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployWAR Deploying web application archive [/usr/local/tomcat/webapps/com.gdn.x.ui-mobile-api.war]
13-Mar-2019 12:00:33.550 WARNING [localhost-startStop-1] org.apache.catalina.startup.SetContextPropertiesRule.begin [SetContextPropertiesRule]{Context} Setting property 'antiJARLocking' to 'true' did not find a matching property.
13-Mar-2019 12:00:38.942 SEVERE [localhost-startStop-1] org.apache.catalina.core.ContainerBase.addChildInternal ContainerBase.addChild: start: 
 org.apache.catalina.LifecycleException: Failed to start component [StandardEngine[Catalina].StandardHost[localhost].StandardContext[/com.gdn.x.ui-mobile-api]]
        at org.apache.catalina.util.LifecycleBase.start(LifecycleBase.java:167)
        at org.apache.catalina.core.ContainerBase.addChildInternal(ContainerBase.java:754)
        at org.apache.catalina.core.ContainerBase.addChild(ContainerBase.java:730)
        at org.apache.catalina.core.StandardHost.addChild(StandardHost.java:734)
        at org.apache.catalina.startup.HostConfig.deployWAR(HostConfig.java:985)
        at org.apache.catalina.startup.HostConfig$DeployWar.run(HostConfig.java:1857)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.IllegalArgumentException: More than one fragment with the name [spring_web] was found. This is not legal with relative ordering. See section 8.2.2 2c of the Servlet specification for details. Consider using absolute ordering.
        at org.apache.tomcat.util.descriptor.web.WebXml.orderWebFragments(WebXml.java:2200)
        at org.apache.tomcat.util.descriptor.web.WebXml.orderWebFragments(WebXml.java:2159)
        at org.apache.catalina.startup.ContextConfig.webConfig(ContextConfig.java:1124)
        at org.apache.catalina.startup.ContextConfig.configureStart(ContextConfig.java:769)
        at org.apache.catalina.startup.ContextConfig.lifecycleEvent(ContextConfig.java:299)
        at org.apache.catalina.util.LifecycleBase.fireLifecycleEvent(LifecycleBase.java:94)
        at org.apache.catalina.core.StandardContext.startInternal(StandardContext.java:5181)
        at org.apache.catalina.util.LifecycleBase.start(LifecycleBase.java:150)
        ... 10 more

13-Mar-2019 12:00:38.953 SEVERE [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployWAR Error deploying web application archive [/usr/local/tomcat/webapps/com.gdn.x.ui-mobile-api.war]
 java.lang.IllegalStateException: ContainerBase.addChild: start: org.apache.catalina.LifecycleException: Failed to start component [StandardEngine[Catalina].StandardHost[localhost].StandardContext[/com.gdn.x.ui-mobile-api]]
        at org.apache.catalina.core.ContainerBase.addChildInternal(ContainerBase.java:758)
        at org.apache.catalina.core.ContainerBase.addChild(ContainerBase.java:730)
        at org.apache.catalina.core.StandardHost.addChild(StandardHost.java:734)
        at org.apache.catalina.startup.HostConfig.deployWAR(HostConfig.java:985)
        at org.apache.catalina.startup.HostConfig$DeployWar.run(HostConfig.java:1857)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)

13-Mar-2019 12:00:38.960 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployWAR Deployment of web application archive [/usr/local/tomcat/webapps/com.gdn.x.ui-mobile-api.war] has finished in [5,449] ms
13-Mar-2019 12:00:38.963 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deploying web application directory [/usr/local/tomcat/webapps/manager]
13-Mar-2019 12:00:39.109 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deployment of web application directory [/usr/local/tomcat/webapps/manager] has finished in [146] ms
13-Mar-2019 12:00:39.110 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deploying web application directory [/usr/local/tomcat/webapps/examples]
13-Mar-2019 12:00:39.441 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deployment of web application directory [/usr/local/tomcat/webapps/examples] has finished in [331] ms
13-Mar-2019 12:00:39.451 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deploying web application directory [/usr/local/tomcat/webapps/host-manager]
13-Mar-2019 12:00:39.503 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deployment of web application directory [/usr/local/tomcat/webapps/host-manager] has finished in [52] ms
13-Mar-2019 12:00:39.505 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deploying web application directory [/usr/local/tomcat/webapps/ROOT]
13-Mar-2019 12:00:39.552 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deployment of web application directory [/usr/local/tomcat/webapps/ROOT] has finished in [47] ms
13-Mar-2019 12:00:39.557 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deploying web application directory [/usr/local/tomcat/webapps/docs]
13-Mar-2019 12:00:39.608 INFO [localhost-startStop-1] org.apache.catalina.startup.HostConfig.deployDirectory Deployment of web application directory [/usr/local/tomcat/webapps/docs] has finished in [52] ms
13-Mar-2019 12:00:39.626 INFO [main] org.apache.coyote.AbstractProtocol.start Starting ProtocolHandler ["http-nio-8080"]
13-Mar-2019 12:00:39.649 INFO [main] org.apache.coyote.AbstractProtocol.start Starting ProtocolHandler ["ajp-nio-8009"]
13-Mar-2019 12:00:39.654 INFO [main] org.apache.catalina.startup.Catalina.start Server startup in 6315 ms

...

ANSWER

Answered 2020-May-01 at 21:14

Added

Source https://stackoverflow.com/questions/55142476

QUESTION

Spring Not Initializing - App not starting

Asked 2020-Apr-23 at 11:34

java.lang.IllegalArgumentException: Could not find class [org.springframework.cloud.netflix.feign.FeignAutoConfiguration]

Getting this error while running the Spring boot app. I have added the pom and the error log here. Tried changing from feign to openfeign but still won't work.

I have a dependency on sleuth for using 1.3.4.RELEASE version since I am trying to use SpanAccessor which has been deprecated after 2.0.0X

This is my pom

...

ANSWER

Answered 2020-Apr-23 at 11:34

If you use spring-sleuth-version 1.3.2.RELEASE you should include this dependency:

Source https://stackoverflow.com/questions/61001479

QUESTION

NiFi Won't Start with Zookeeper Kerberos Config

Asked 2020-Apr-21 at 21:09

I'm currently having some trouble getting NiFi and Zookeeper to authenticate using Kerberos. Any help would be greatly appreciated.

When I try and start NiFI with the Kerberos config it just shuts down during the start-up procedure.

I am using an external Zookeeper cluster (not the embedded one). I have added the following to my config files as per the NiFi Admin Guide:

$NIFI_HOME/conf/bootstrap.conf:

...

ANSWER

Answered 2020-Apr-21 at 21:09

You will still need to set the kerberos service principal in nifi.properties:

Source https://stackoverflow.com/questions/61351082

QUESTION

Angular's structured directives are not working

Asked 2020-Apr-10 at 04:39

I tried Angular 9 recently and got problem in structured directives of *ngIf and *ngFor not working and no error display in my console I also tried to change tsconfig.json file modify like below

...

ANSWER

Answered 2020-Apr-10 at 04:30

Error is with way you assign the value to the variable.Angular variable should be assigned in the below format,

Source https://stackoverflow.com/questions/61134022

QUESTION

pyspark compare two columns diagnolly

Asked 2020-Mar-04 at 22:37

Problem Statement: In pyspark ,I have to compare two columns diagonally for ex from below input dataframe I have to compare stn_fr_cd and stn_to_cd i.e,for val_no 1, have 2 rows . Now I have to compare stn_fr_cd of first row to stn_to_cd of second row and stn_to_cd of first row to stn_fr_cd of second row.

From below input dataframe,Since for val_no both stn_fr_Cd and stn_to_cd diagnoal elements are equal I have increment my value as 1

Below is my input having 4 columns id,val_no,stn_fr_cd,stn_to_cd

...

ANSWER

Answered 2020-Mar-04 at 22:37

I think this what you want, I could be wrong. Let me know if it works for you or if I can update it. I used a window function to get the lead of both columns and if they are both equal then that partition will get a 1, otherwise 0, and then just grouped by id and summed my check column. I added 2 more rows(val_no=5) to show that they dont get selected because they dont satisfy both conditions of diagonals.

Source https://stackoverflow.com/questions/60535174

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Vulnerabilities

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