LaMP | ECML 2019 : Graph Neural Networks | Machine Learning library

by QData Python Version: Current License: MIT

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

kandi X-RAY | LaMP Summary

LaMP is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. LaMP has no vulnerabilities, it has a Permissive License and it has low support. However LaMP has 4 bugs and it build file is not available. You can download it from GitHub.

In this paper, we propose Label Message Passing (LaMP) Networks to model the joint prediction of multiple labels by treating labels as nodes on a graph. We use message passing neural networks (a generalization of graph neural networks) to implicitly model the dependencies between labels conditioned on an input.

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Quality

Security

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Support

LaMP has a low active ecosystem.

It has 79 star(s) with 19 fork(s). There are 7 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 9 have been closed. On average issues are closed in 140 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of LaMP is current.

Quality

LaMP has 4 bugs (0 blocker, 0 critical, 4 major, 0 minor) and 76 code smells.

Security

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

LaMP code analysis shows 0 unresolved vulnerabilities.

There are 1 security hotspots that need review.

License

LaMP 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

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

LaMP 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.

LaMP saves you 972 person hours of effort in developing the same functionality from scratch.

It has 2212 lines of code, 122 functions and 20 files.

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

Top functions reviewed by kandi - BETA

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

Generate training matrix
Calculate pairwise adjacency matrix
Get the pairwise adjacency matrix
Summarize training data
Runs the model
Advance the scoring algorithm
Evaluate the model
Translates a model
Compute metrics for each prediction
Compute the mean average variance for all targets
Computes the mean area of all targets
Compute the mean recall curve
Prepare the evaluation
Convert a sparse matrix to a dense matrix
Convert word_insts to index sequence
Reads an adjacency matrix
Get trainable parameters
Configurable configuration options
Forward computation
Compute F1 score
Reads Instances from file
Build vocabulary index
Argument parser
Returns the best score

Get all kandi verified functions for this library.

LaMP Key Features

No Key Features are available at this moment for LaMP.

LaMP Examples and Code Snippets

No Code Snippets are available at this moment for LaMP.

Community Discussions

Trending Discussions on LaMP

Send data using over bluetooth using different protocols

Parsing Nested JSON and Manipulating It in Ruby

non www to www apache2 Letscrypt certbot

React Router isn't rendering my component but does take me to new url path?

Using phpmailer V6 with docker-compose

log4js-node with ES module?

Switching between information widgets using buttons

#1045 - Access denied for user 'azure'@'localhost' (using password: YES)

Can I use the Azure web app service for PHP and NodeJs both in the same application?

How to get my next elif statements to print?

QUESTION

Send data using over bluetooth using different protocols

Asked 2021-Jun-14 at 18:48

I have an app that communicates with a bluetooth device, and I'm trying to replace that app with some code.

I tried using C# InTheHand nuget, Microsoft's Bluetooth LE Explorer, python's sockets and others to send data and see what happens.

But there's something I still don't understand - in each way using different libraries I saw in wireshark a different protocol: ATT, RFCOMM, L2CAP...

When I sniffed my bluetooth traffic from my phone using the app mentioned before, I saw mostly HCI_CMD protocol traffic.

How can I choose the protocol I want to send? Is there a simple package for that? something to read?

Do I need to build the packet myself? including headers and such?

Thank you!

Update: Using Microsoft's Bluetooth LE Explorer I was able to send a packet that lit up my lamp, starting with 02010e10000c00040012(data)
Using bleak I was able to send a packet starting with 02010e10000c00040052(data)
the difference makes the lamp not ligh up and I'm not sure if I can change it via bleak as it's not part of the data I send

...

ANSWER

Answered 2021-Jun-14 at 18:48

I think what you are showing is that bleak does a write without response while MS BLE Explorer does a write_with_response.

Looking at the Bleak documentation for write_gatt_char that seems to be consistent as response is False by default

write_gatt_char Parameters:

char_specifier (BleakGATTCharacteristic, int, str or UUID). The characteristic to write to, specified by either integer handle, UUID or directly by the BleakGATTCharacteristic object representing it.

data (bytes or bytearray) – The data to send.

response (bool) – If write-with-response operation should be done. Defaults to False.

I would expect the following to have the desired effect:

Source https://stackoverflow.com/questions/67961476

QUESTION

Parsing Nested JSON and Manipulating It in Ruby

Asked 2021-Jun-01 at 06:44

This is my first attempt at parsing nested JSON with Ruby. I need to go through the JSON to pull out specific values for "_id", "name", and "type" for instance. I then need to create a reference table so that I can refer to each "_id" and associated information. I also need to combine information from multiple JSON responses. I've been able to get basic information and have tried a few things I've found online. I just need a little assistance with a starting point. If anyone has any ideas of where to start with this I'd really appreciate it.

Devices JSON response hash. Each device starts with _id.

...

ANSWER

Answered 2021-Jun-01 at 06:44

You can start with a very rough navigator function like this:

Source https://stackoverflow.com/questions/67783427

QUESTION

non www to www apache2 Letscrypt certbot

Asked 2021-May-30 at 14:25

I want to redirect my non-www to www . SSL working fine and both url working fine with ssl. https://example.com https://www.example.com both working but I want to redirect https://example.com to https://www.example.com

I am working with lamp-server in AWS ec2 and using certbot for ssl.

My apache config.

...

ANSWER

Answered 2021-May-30 at 14:25

Try:

Source https://stackoverflow.com/questions/67755391

QUESTION

React Router isn't rendering my component but does take me to new url path?

Asked 2021-May-28 at 12:11

Can someone please show and explain where I am going wrong in here, I have used code structured like this in other projects and it has worked so not sure where the issue is.

When I click my button it changes to the new url path but does not render the new component.

Code Below:

App.js

...

ANSWER

Answered 2021-May-28 at 12:07

MenuPage is not the default export so it can't be fetched by the router

Source https://stackoverflow.com/questions/67738381

QUESTION

Using phpmailer V6 with docker-compose

Asked 2021-May-28 at 11:52

I have been using PHPMailer 5.2 with a standalone LAMP server and it has been working fine. However, after studying more modern ways to set up a webserver, I tried docker-compose with php8 and apache2.

PHPMailer also got an updated version, and I am having trouble how to use the updated PHPmailer (version 6.4.1) with docker-compose.

My configuration for docker-compose:

...

ANSWER

Answered 2021-May-28 at 11:52

This was solved by the installation of composer with docker-compose. The following block was included in the docker-compose.yml

Source https://stackoverflow.com/questions/67672620

QUESTION

log4js-node with ES module?

Asked 2021-May-26 at 10:20

I am trying to set up log4js-node in my code. As I want to write to the same log file from different .js files, I am setting it up in an external file as per the documentation:

...

ANSWER

Answered 2021-May-26 at 10:20

Ok, I found the answer. You need to first import the whole file like this:

Source https://stackoverflow.com/questions/67685442

QUESTION

Switching between information widgets using buttons

Asked 2021-May-25 at 20:54

I am creating a main window with PyQT for the automation of a room full of equipment. I would like the window to have a lateral screen which shows general parameters of all the equipment but, when I click a button related to one particular device, this lateral screen would show its particular configurations (like the temperature of a fridge, for example), very much like PyQT's own property editor.

Does anyone knows which widget should I use for this lateral window and how could I link it to other buttons to make it show different information according to the selected equipment? The closest I got to it is the tab widget, but it isn't exactly what I want yet, as I can't put a button that selects the right tab anywhere I want on the screen.

I hope my question is clear.

added mockup images to try and make it clear. The first image shows the lateral menu (as I want it to be) for a room with coffee machine, lamp, deadly laser, and fridge as equipments. As I click one of the buttons, say, the Deadly Laser one, the lateral menu would change to what is shown in the second image: the particular configurations of the laser. And so on for the fridge, the lamp, the coffee machine, etc.

...

ANSWER

Answered 2021-May-25 at 20:49

I suggest you use a QStackedWidget for the lateral widget. Then put the buttons in a QButtonGroup, using the relevant page-index of the stacked-widget for each button id. You can then connect the buttongroup.idClicked signal to the stackedwidget.setCurrentIndex slot, to switch between the pages of your lateral widget.

Source https://stackoverflow.com/questions/67672586

QUESTION

#1045 - Access denied for user 'azure'@'localhost' (using password: YES)

Asked 2021-May-24 at 04:09

I am using the Azure Web App service for my PHP app.

In my PHPMyAdmin dashboard when I run the following query I get the error :

my query:

...

ANSWER

Answered 2021-May-24 at 04:09

After searching this issue with key words Access denied for user 'azure'@'localhost' (using password: YES).

The cause of the problem should still be the user name and password in the connection string. I concluded that you can try to solve the problem in the following ways.

1. Create .env file.

Laravel app on Azure: Access denied for user 'azure'@'localhost'.

2. Try to modify connection strings, User value should be username @ hostname .

mysqli_real_connect(): (HY000/1045): Access denied for user 'azure'@'localhost' (using password: YES)

Source https://stackoverflow.com/questions/67634759

QUESTION

Can I use the Azure web app service for PHP and NodeJs both in the same application?

Asked 2021-May-24 at 01:42

Can I use the Azure web app service for PHP and NodeJs both in the same application? Following are my PHP Web app requirements. So can I used the Azure Web app service or need to deploy it on LAMP stack VMs only?

...

ANSWER

Answered 2021-May-24 at 01:42

You can use Virtual Applications to achieve the functions you want.

Prompt:

You web app should use windows platform.
The main application cannot be a nodejs application.
Ensure that each application can be deployed successfully (to ensure that the application can run normally), learn to use the web.config configuration file.

Source https://stackoverflow.com/questions/67635534

QUESTION

How to get my next elif statements to print?

Asked 2021-May-21 at 00:23

Here is my code for the question.

...

ANSWER

Answered 2021-May-20 at 23:47

You just want match.upper() or to switch the comparison string to lowercase!

Source https://stackoverflow.com/questions/67629254

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

Vulnerabilities

No vulnerabilities reported

Install LaMP

You can download it from GitHub.
You can use LaMP 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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