IPE | IPE model : Interactive Paths | Machine Learning library

by shuaiOKshuai Python Version: Current License: No License

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kandi X-RAY | IPE Summary

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

This python project implements the IPE model proposed in the above paper. Please refer to the above paper for all the details of this model. If you use it for scientific experiments, please cite this paper:. @inproceedings{LiuZKDD18, author = {Zemin Liu and Vincent W. Zheng and Zhou Zhao and Zhao Li and Hongxia Yang and Minghui Wu and Jing Ying}, title = {Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs}, booktitle = {The 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '18)}, year = {2018} }.

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Quality

Security

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Support

IPE has a low active ecosystem.

It has 15 star(s) with 2 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 1 have been closed. On average issues are closed in 2 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of IPE is current.

Quality

IPE has 0 bugs and 0 code smells.

Security

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

IPE code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

IPE does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

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

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

It has 3197 lines of code, 98 functions and 22 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Generate a generic GRULear GRULED grid
Construct an interactive GRU model
Construct an interactive GRU process
Reads a subset of subpaths

Get all kandi verified functions for this library.

IPE Key Features

No Key Features are available at this moment for IPE.

IPE Examples and Code Snippets

No Code Snippets are available at this moment for IPE.

Community Discussions

Trending Discussions on IPE

How can I take a group of nested JSON objects and append their data to an editable text field?

How to keep a TCP connection open and perform multiple Writes/Reads in C# .NET?

Greek characters are displayed weirdly in the produced XML file after packaging my application as JAR

Javascript Axios get with conditional params

Merge two files using formula

OneM2M: Get Notification once a file loads on FTP server

OneM2M: IPE that periodically fetches device data from FTP server

OneM2M: Changing MN-CSE configurations from IN-CSE

Trying to assign arrays to an object and assign it a div

How to present images in one line instead of two using CSS?

QUESTION

How can I take a group of nested JSON objects and append their data to an editable text field?

Asked 2022-Mar-29 at 13:07

I have a group of nested JSON objects which I need to append to a text field. There are 6 objects and I don't want to hard code 6 text fields. I have used the .map functionality in the past, but I cannot get it to work in this case.

...

ANSWER

Answered 2022-Mar-29 at 13:07

You can use map method only for arrays. For iterate through object, you can use

Source https://stackoverflow.com/questions/71662462

QUESTION

How to keep a TCP connection open and perform multiple Writes/Reads in C# .NET?

Asked 2021-Nov-01 at 19:32

There are multiple posts that describe the performance benefit of keeping a TCP connection open, instead of closing and opening each time you need to read or write. For example:

Best practice: Keep TCP/IP connection open or close it after each transfer?

I'm communicating with an RPC based device that takes json commands. The example I have from the device vendor opens and closes a connection each time they send a command. This is what I currently do via TcpClient in a using statement, but I'd like to see if there's anyway I could improve upon what I've already done. In fact, I had attempted this when starting the project, but couldn't figure out how to do so, so closed each time out of frustration and necessity. My latest experiment using sockets because all posts indicate doing so as a necessity for lower level control:

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ANSWER

Answered 2021-Nov-01 at 19:31

If it is possible to keep the connection open for more messages depends on the application protocol. There is no way to enforce this if the protocol does not supports it. Thus, ask the vendor or look into the protocol specification (if it exists) for information if and how this is supported.

However, there doesn't seem to be a way to re-enable the ability to Send after calling Shutdown().

There is no way. TCP write shutdown means that one does not want to send any more information. It is impossible to take this back. If the protocol supports multiple message exchanges then it needs to have a different way to detect the end of a message than calling Shutdown.

Source https://stackoverflow.com/questions/69801819

QUESTION

Greek characters are displayed weirdly in the produced XML file after packaging my application as JAR

Asked 2021-Aug-02 at 13:00

I've developed a Java application in JDK 16, based on the dom4j library, which adds some specific XML elements as children of a particular element in a provided XML document. Some element of the input XML document, as well as some children elements of the XML element my app creates and adds in the input document, contain Greek strings as content. For example, here is one such element of the input XML file:

...

ANSWER

Answered 2021-Aug-02 at 13:00

Problem solved when I tried the solution of the selected answer in this Q&A thread.

Source https://stackoverflow.com/questions/68601906

QUESTION

Javascript Axios get with conditional params

Asked 2021-May-29 at 02:30

I am trying to get some data from an API. The problem is that the GET call could take none or some of the filters. I have tried but am not sure how/if I can create a URL with conditional filters.

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ANSWER

Answered 2021-May-29 at 02:30

With some amazing help, I figured out a simple solution. I created an empty object and then ran a conditional check on my parameters and only added them, if they met my qualifications. I then passed that object in as the parameters, and everything worked.

Source https://stackoverflow.com/questions/67746250

QUESTION

Merge two files using formula

Asked 2021-Mar-10 at 13:46

I need to merge two files using some rules. The first file1 has x users and file2 has y users; in file 1, only users that have 1 at $4 are available.

It should search the 3rd column of the file, the "IPxx" (the IPxx is unique for each user and can contain spaces in xx), and compare it to the 5th column of file 2 (without the IP, xx match xx). If it finds a match it merges the two using this formula (F1 is File1; F2 is File 2):

$2(F1):$1(F1):$2(F2):$1(F2):$3(F1):yyyy/mm/dd(today's date)

I did this to find who is available on File1:

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ANSWER

Answered 2021-Mar-10 at 13:46

$ awk -v date="$(date +"%Y/%m/%d")" '
            BEGIN   {FS=OFS=":"} 
            NR==FNR {f3=$3; sub(/^IP/,"",f3); a[f3]=$0; next} 
            $3 in a {split(a[$3],p); 
                     print p[2],p[1],$2,$1,p[3],date}' file1 file2

bacon white:123:foo foo:1:IPES:2021/03/09
eggs grey:456:bar bar:2:IPUS:2021/03/09
bacon white:123:tmp tmp:3:IPES:2021/03/09
ham yellow:789:baz baz:4:IPUK:2021/03/09
eggs grey:456:qux qux:5:IPUS:2021/03/09
ham yellow:789:spam spam:6:IPUK:2021/03/09
ham yellow:789:xyz xyz:7:IPUK:2021/03/09

Source https://stackoverflow.com/questions/66557464

QUESTION

OneM2M: Get Notification once a file loads on FTP server

Asked 2021-Jan-29 at 09:25

I have a device that sends data to a FTP server. In OM2M, I want to implement an IPE to access this data and send it to MN-CSE.

Currently I am fresher on oneM2M standards And as per the below reference I found the 2 alternative for this task.

The ftp server notifies your AE (it is constrained for us to not to make any change on FTP server configuration so we are unable to go with this approach)
Your AE implements the ftp server and would then be able to directly react on new data events.

Here I just want to adopt the second approach so if possible can I get any reference so that I can proceed with that as there is not such documentation available that I found on Internet. Or kindly mention if there is any other approach that best suits to oneM2M standard for this issue.

And I just want to get confirmation that if we are monitoring FTP server periodically for the incoming input file and then process them and send them to MN-CSE then whether this approach suits to oneM2M standards or not ??

OneM2M: IPE that periodically fetches device data from FTP server

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ANSWER

Answered 2021-Jan-29 at 09:25

This question is indeed about different integration options. In general, it is one or more Application Entities (AE) that operate with the resources / data in a CSE. Every tool, application, protocol gateway, or "adaptor" is, from oneM2M perspective, an AE.

A special form of AE is the IPE, the Interworking Proxy Entity. It is used to connected another system or infrastructure to a CSE and mediate between these two worlds. The CSE part, ie. the protocol and the data formats etc, are covered by the oneM2M specification, and the other part must then implement the other protocol and technical specifications. The actual task is then to convert the data and expected behaviour between both worlds.

I am not sure from your description whether what you are planning is such a protocol "gateways", or just push the data received via an ftp server to a CSE. But technically, this doesn't matter much for the oneM2M part: You need to define how the data is structured on the CSE etc anyway.

For the data retrieval: As you mention in your question there is a third option to the other two:

The AE monitors an external system for new or updated resources, and pushes them to the CSE as soon as when they are ready.

From oneM2M's perspective this is completely fine. Technically you must make sure how to find out when the data is new, completely received, still valid, etc. ... basically all the challenges when you are polling resources. The first two options would be more helpful because you would avoid some of the problems that come with polling, but as you wrote sometimes you just don't have control about the system you want to connect to.

Source https://stackoverflow.com/questions/65949626

QUESTION

OneM2M: IPE that periodically fetches device data from FTP server

Asked 2021-Jan-23 at 22:30

I have a device that sends data to a FTP server. In oneM2M, I want to implement an IPE to access this data and send it to MN-CSE.

I am thinking of periodically (say every 5 minutes) requesting the FTP server and fetching the data to the IPE which further processes and sends this data to MN-CSE. I just wanted to confirm if the approach is fine or are there any better ways to achieve this?

Thanks in advance.

...

ANSWER

Answered 2021-Jan-23 at 22:30

This is a question more related to the infrastructure architecture you are planing to deploy. It is feasible, of course, but polling has the disadvantage that if the delay is to small your AE would poll the ftp server unnecessarily often, and if it is to long then you might miss data delivered by your device (to the ftp server). Alternatives could be:

The ftp server notifies your AE
Your AE implements the ftp server and would then be able to directly react on new data events.

Source https://stackoverflow.com/questions/65864162

QUESTION

OneM2M: Changing MN-CSE configurations from IN-CSE

Asked 2021-Jan-12 at 22:20

In oneM2M, I want to update the MN-CSE configurations by sending the command from IN-CSE to MN-CSE. How can I achieve this?

My Approach: I am thinking of creating an AE on MN-CSE say CONFIG-AE. Every time I want to change anything, I will create a new Content Instance inside the container of CONFIG-AE. The container will have a subscription with the CONFIG-AE resource as the notificationURL. Now when we add new content instance, the request will be redirected to the POA (point of access) of CONFIG-AE. The POA will be basically an IPE implementation which will further process the action. Is the approach correct?

...

ANSWER

Answered 2021-Jan-12 at 22:20

Your approach would work. Any AE that has the permissions to create a content instance under the container can set configuration data this way. The CONFIG-AE in your example would then need to apply the new configuration accordingly. I am not sure, though, why this AE would be an IPE? With what would it provide interworking functionality?

Nevertheless, you should also have a look at TS-0001, clause 10.2.8 "Device management" and the whole of TS-0022, "Field Device Configuration". Here, oneM2M specifies specific management resources to manage nodes in a oneM2M deployment. This might look like an overkill at first but since the resource types defined there are well aligned with other management technologies this might be worth the efforts.

Depending on your infrastructure you might also want to look at TS-0005 "Management Enablement (OMA)" and TS-0006 "Management Enablement (BBF)" in case you are working with remote management technologies from OMA or BBF.

Source https://stackoverflow.com/questions/65691451

QUESTION

Trying to assign arrays to an object and assign it a div

Asked 2020-Nov-22 at 23:58

I am very new to programming. Maybe I'm not thinking it right... Here is the situation:

I have an SVG Canada map (with 12 provinces, each one has an ID). I want to give each province a minimum age, and on click of each province, I want to output the age in the console.

Here is what I have so far:

...

ANSWER

Answered 2020-Nov-22 at 23:01

I would use data-attributes instead of the JS object

Source https://stackoverflow.com/questions/64960449

QUESTION

How to present images in one line instead of two using CSS?

Asked 2020-Sep-28 at 12:40

I have the following code in a wordpress website that shows images:

...

ANSWER

Answered 2020-Sep-28 at 12:40

I found the solution:

My css now is the following:

Source https://stackoverflow.com/questions/64102116

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

Vulnerabilities

No vulnerabilities reported

Install IPE

You can download it from GitHub.
You can use IPE 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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