pyg | A Python Package Manager

by rubik Python Version: Current License: MIT

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

kandi X-RAY | pyg Summary

pyg is a Python library. pyg 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.

A Python Package Manager

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Security

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Support

pyg has a low active ecosystem.

It has 20 star(s) with 3 fork(s). There are 5 watchers for this library.

It had no major release in the last 6 months.

There are 13 open issues and 106 have been closed. On average issues are closed in 88 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of pyg is current.

Quality

pyg has 0 bugs and 0 code smells.

Security

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

pyg code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

pyg 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

pyg 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.

Top functions reviewed by kandi - BETA

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

Use setuptools
Download setuptools
Build a new egg
Create fake setuptools package info
Return a formatter for the given parser
Split a chunk into name and version
Install requirements
Remove all files from a package
Wrapper around PyPI s search function
Check if the version matches the given version
Install a package
Suggest help for a given command
Install a package from a requirements file
Load options
Install a package from a directory
Clean command line arguments
Freeze site info
Install develop
Install requirements from a req file
Generate arguments for the script
Uninstall a package
Download files to destination
A decorator to make sure that the given function is called
Install a tarball
Download package
Build a bundle of requirements

Get all kandi verified functions for this library.

pyg Key Features

No Key Features are available at this moment for pyg.

pyg Examples and Code Snippets

No Code Snippets are available at this moment for pyg.

Community Discussions

Trending Discussions on pyg

Amazon SageMaker ScriptMode Long Python Wheel Build Times for CUDA Components

How to convert this XML into kotlin array

Currency Converter JavaScript projects flag issue

ElementTree not finding present tags

Converting a PyG graph to a NetworkX graph

Pytorch Geometric Expected all tensors to be on the same device [demo code not working]

How to load in graph from networkx into PyTorch geometric and set node features and labels?

how to create data class with this dynamic json keys while using retrofit and andorid jetpack libraries

forward() not overridden in implementation of nn.Module in an example

Why is my stacked on top of my ?

QUESTION

Amazon SageMaker ScriptMode Long Python Wheel Build Times for CUDA Components

Asked 2022-Apr-05 at 02:43

I use PyTorch estimator with SageMaker to train/fine-tune my Graph Neural Net on multi-GPU machines.

The requirements.txt that gets installed into the Estimator container, has lines like:

...

ANSWER

Answered 2022-Apr-02 at 17:11

Pip install for the package needs [compiling][1] which will take time. Not sure but on your local instance it may have built the first time. One workaround is to extend the base [container][2] with the below (one time cost) and use it in SageMaker Estimator

ADD
./requirements.txt
/tmp/packages/

RUN python -m pip install --no-cache-dir -r /tmp/packages/requirements.txt [1]: https://github.com/rusty1s/pytorch_scatter/blob/master/setup.py [2]: https://github.com/aws/deep-learning-containers/blob/master/pytorch/training/docker/1.10/py3/cu113/Dockerfile.sagemaker.gpu

Source https://stackoverflow.com/questions/71696407

QUESTION

How to convert this XML into kotlin array

Asked 2022-Mar-06 at 19:36

I need help if there is any expert in XML and kotlin. I would like to know how to convert the below XML access it in kotlin code and then convert it into kotlin array file i.e. like (USD -> $) so the value of USD is the symbol which the unicode of from the XML.

I know in Android there is java utill class but the problem there is there is not all currencies symbols available i.e. for AFN -> there is AFN but in actual it should be -> ؋.

here is XML file:

...

ANSWER

Answered 2022-Mar-06 at 18:55

val xml = """
  
    Albania Lek
    Afghanistan Afghani
    Argentina Peso
    Aruba Guilder
    Australia Dollar
    Azerbaijan New Manat
  
"""

data class Currency(
  val code: String,
  val name: String,
  val symbol: String
)

val currencies = xml.trimIndent()
  .substringAfter(">").substringBeforeLast(")|()".toRegex())
      .filter { s -> s.isNotBlank() }
    Currency(
      code = splitted.first(),
      name = splitted.last(),
      symbol = (splitted.drop(1).dropLast(1).lastOrNull() ?: "")
        .split(",")
        .filter { s -> s.isNotBlank() }
        .map { s -> Integer.parseInt(s.trim(), 16).toChar() }
        .joinToString("")
    )
  }

currencies.forEach { println(it) }

Source https://stackoverflow.com/questions/71370824

QUESTION

Currency Converter JavaScript projects flag issue

Asked 2022-Mar-02 at 17:43

I submitted all of my code below for a better understanding. The code is fine, my question is: How can I perfectly show multiple countries with their country name list? I mean: When I change the country name, then the flag image should be changed automatically, so users see the country name and image. I already put many links in my loadFlag() function in my js file, but this is not working. Please help me, how can i do it with my code? Thanks in advance and love from the top of my heart.

...

ANSWER

Answered 2022-Mar-02 at 17:43

You're loading country flags from flagcdn.com in which each png is named after a two-letter country code that you have in your country_code value.

You just need to update your loadFlag function to properly update the img tag's property values. See the working code snippet below.

Source https://stackoverflow.com/questions/71325304

QUESTION

ElementTree not finding present tags

Asked 2022-Feb-23 at 15:19

Here's how I parse the xml response from this url

...

ANSWER

Answered 2022-Feb-23 at 15:19

Unfortunately, you have to deal with the namespace in the file. So try it this way:

Source https://stackoverflow.com/questions/71239102

QUESTION

Converting a PyG graph to a NetworkX graph

Asked 2022-Feb-08 at 20:21

I am trying to convert my PyG graph to a NetworkX graph using to_networkx

According to the docs I can optionally pass node and edge attributes as str iterables, in addition to the Data object.

Below are by node and edge attribute lists, with values converted to strings:

...

ANSWER

Answered 2022-Feb-08 at 20:21

You need to pass the names of the attributes as a list:

Source https://stackoverflow.com/questions/71011514

QUESTION

Pytorch Geometric Expected all tensors to be on the same device [demo code not working]

Asked 2022-Jan-02 at 14:45

I wanted to try out the link prediction functionality demonstrated here. Here are my versions:

...

ANSWER

Answered 2021-Dec-07 at 13:05

The issue was indeed a bug. Thank you for reporting it.

Source https://stackoverflow.com/questions/70205917

QUESTION

How to load in graph from networkx into PyTorch geometric and set node features and labels?

Asked 2022-Jan-02 at 14:31

Goal: I am trying to import a graph FROM networkx into PyTorch geometric and set labels and node features.

(This is in Python)

Question(s):

How do I do this [the conversion from networkx to PyTorch geometric]? (presumably by using the from_networkx function)
How do I transfer over node features and labels? (more important question)

I have seen some other/previous posts with this question but they weren't answered (correct me if I am wrong).

Attempt: (I have just used an unrealistic example below, as I cannot post anything real on here)

Let us imagine we are trying to do a graph learning task (e.g. node classification) on a group of cars (not very realistic as I said). That is, we have a group of cars, an adjacency matrix, and some features (e.g. price at the end of the year). We want to predict the node label (i.e. brand of the car).

I will be using the following adjacency matrix: (apologies, cannot use latex to format this)

A = [(0, 1, 0, 1, 1), (1, 0, 1, 1, 0), (0, 1, 0, 0, 1), (1, 1, 0, 0, 0), (1, 0, 1, 0, 0)]

Here is the code (for Google Colab environment):

...

ANSWER

Answered 2021-Dec-22 at 18:32

The easiest way is to add all information to the networkx graph and directly create it in the way you need it. I guess you want to use some Graph Neural Networks. Then you want to have something like below.

Instead of text as labels, you probably want to have a categorial representation, e.g. 1 stands for Ford.
If you want to match the "usual convention". Then you name your input features x and your labels/ground truth y.
The splitting of the data into train and test is done via mask. So the graph still contains all information, but only part of it is used for training. Check the PyTorch Geometric introduction for an example, which uses the Cora dataset.

Source https://stackoverflow.com/questions/70452465

QUESTION

how to create data class with this dynamic json keys while using retrofit and andorid jetpack libraries

Asked 2021-Nov-04 at 09:37

this is json output:

{"query":{"apikey":"...","base_currency":"USD","timestamp":1635972203},"data":{"JPY":113.99127,"CNY":6.39464,"CHF":0.9114,"CAD":1.23881,"MXN":20.54423,"INR":74.44808,"BRL":5.57063,"RUB":71.80098,"KRW":1175.11443,"IDR":14295.1734,"TRY":9.63691,"SAR":3.75119,"SEK":8.52554,"NGN":410.22181,"PLN":3.94541,"ARS":99.81213,"NOK":8.49529,"TWD":27.78459,"IRR":42000.64577,"AED":3.67284,"COP":3827.77643,"THB":33.32047,"ZAR":15.23269,"DKK":6.40357,"MYR":4.15212,"SGD":1.34783,"ILS":3.11624,"HKD":7.78416,"EGP":15.7003,"PHP":50.65881,"CLP":811.73282,"PKR":169.4547,"IQD":1458.01958,"DZD":136.722,"KZT":428.93534,"QAR":3.6499,"CZK":21.94293,"PEN":4.0008,"RON":4.25921,"VND":22747.41599,"BDT":85.57148,"HUF":308.78687,"UAH":26.25062,"AOA":598.0065,"MAD":9.06226,"OMR":0.38491,"CUC":24.00026,"BYR":2.00003,"AZN":1.69502,"LKR":200.00259,"SDG":438.90856,"SYP":2511.07513,"MMK":1746.02836,"DOP":56.29093,"UZS":10690.31508,"KES":111.25137,"GTQ":7.73108,"URY":44.18107,"HRV":6.47553,"MOP":8.01811,"ETB":47.31305,"CRC":635.74442,"TZS":2298.03956,"TMT":3.49009,"TND":2.80635,"PAB":1.00002,"LBP":1505.5263,"RSD":101.16202,"LYD":4.54568,"GHS":6.00013,"YER":249.956,"BOB":6.82018,"BHD":0.377,"CDF":1999.22628,"PYG":6875.19435,"UGX":3550.05822,"SVC":8.7497,"TTD":6.74137,"AFN":90.84208,"NPR":119.13277,"HNL":24.06657,"BIH":1.68483,"BND":1.34753,"ISK":129.16264,"KHR":4060.117,"GEL":3.14003,"MZN":63.22108,"BWP":11.45513,"PGK":3.5113,"JMD":153.22216,"XAF":564.86281,"NAD":15.2189,"ALL":105.53113,"SSP":391.0052,"MUR":42.90097,"MNT":2830.04693,"NIO":35.21094,"LAK":10330.27262,"MKD":53.08156,"AMD":474.80501,"MGA":3928.06091,"XPF":102.48118,"TJS":11.26034,"HTG":98.0013,"BSD":1.00003,"MDL":17.41883,"RWF":1018.02194,"KGS":84.77099,"GNF":9510.20822,"SRD":21.40242,"SLL":10779.18736,"XOF":568.81159,"MWK":807.36713,"FJD":2.06806,"ERN":15.05028,"SZL":15.21372,"GYD":207.78611,"BIF":1980.25293,"KYD":0.82002,"MVR":15.42042,"LSL":15.23032,"LRD":146.80405,"CVE":94.95278,"DJF":177.50237,"SCR":14.42749,"SOS":575.00647,"GMD":52.15123,"KMF":424.6543,"STD":21.11031,"XRP":0.83002,"AUD":1.34372,"BGN":1.68394,"BTC":0.0159,"JOD":0.70801,"GBP":0.73402,"ETH":0.00022,"EUR":0.86112,"LTC":0,"NZD":1.40184}}

The data section contains many key value pairs, but their number and names vary according to base_currency. (For example if i send request with USD there is no USD key or if i send request with CNY there is no CNY key in data section)

So what kind of data class should I create so that I can use it with the retrofit and gsoncreator libraries. (I am also trying to use and learn jetpack android libraries if this is important)

i use that data classes: (I am not using gson annotations because i believe my variables names are correct and i try that it doesn't help)

data class ResponseFromApi(val data: Data,val query: Query)

data class Query(val apikey: String, val base_currency: String, val timestamp: Int)

data class Data(val hashmapForData: HashMap) (i suspect some values are integer but i am not sure)

it doesn't work. Maybe that's not the problem. I don't know but least i need to know, Are these classes correct? What is the proper way to do this.

And i don't know how to get error message from retrofit object so i can identify the problem. But this is another question.

...

ANSWER

Answered 2021-Nov-04 at 09:37

Arpit Shukla's answer is correct.

Source https://stackoverflow.com/questions/69833024

QUESTION

forward() not overridden in implementation of nn.Module in an example

Asked 2021-Oct-27 at 14:36

In this example, we see the following implementation of nn.Module:

...

ANSWER

Answered 2021-Oct-12 at 20:53

This Net module is meant to be used via two separate interfaces encoder and decode, at least it seems so... Since it doesn't have a forward implementation, then yes it is improperly inheriting from nn.Module. However, the code is still "valid", and will run properly but may have some side effects if you are using forward hooks.

The standard way of performing inference on a nn.Module is to call the object, i.e. calling the __call__ function. This __call__ function is implemented by the parent class nn.Module and will in turn do two things:

handle forward hooks before or after the inference call
call the forward function of the class.

The __call__ function acts as a wrapper of forward. So for this reason the forward function is expected to be overridden by the user-defined nn.Module. The only caveat of violating this design pattern is that it will effectively ignore any hooks applied on the nn.Module.

Source https://stackoverflow.com/questions/69546535

QUESTION

Why is my stacked on top of my ?

Asked 2021-Oct-21 at 12:59

Hello there i want to ask something related to (maybe) element positioning.

So i've been stuck with this problem for a while. The and the are stacking on top of each other. Is there a efficient workaround so the will be directly under the ? And weirdly the is stuck there too.

Here's the screenshoot of it: Screenshot of the page

Here's my css and html snippet:

...

ANSWER

Answered 2021-Oct-21 at 12:59

Remove the sticky css class on the nav element. The sticky css class makes your main content sticking to the top of the page.

And add the following css on the body

Source https://stackoverflow.com/questions/69659668

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

Vulnerabilities

No vulnerabilities reported

Install pyg

You can download it from GitHub.
You can use pyg 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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