SUR | Selecting Relevant Features from a Universal Representation | Machine Learning library

by dvornikita Python Version: Current License: MIT

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

kandi X-RAY | SUR Summary

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

This repository contains the code to reproduce the few-shot classification experiment on MetaDataset carried out in Selecting Relevant Features from a Universal Representation for Few-shot Learning.

Support

Quality

Security

License

Reuse

Support

SUR has a low active ecosystem.

It has 25 star(s) with 8 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 3 open issues and 0 have been closed. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of SUR is current.

Quality

SUR has no bugs reported.

Security

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

License

SUR 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

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

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

Train the model
Compute the prototypes for each feature
Closes the database
Compute the cross entropy loss
Restore the trained model
Construct a ResNet - 18 model
Return a list of named parameters
Return the state of the film
Get domain extractor
Returns an embedding function for multiple datasets
Get the feature extraction layer
Compute the model loss
Apply a subset of the features_dict
Computes the cross - entropy loss
Compute the cross - entropy loss
Create a layer from a block layer
Merge dictionaries into a single dict
Get the dataset spec for a dataset
Apply a subset of the features_dict
Compute cosine similarity loss
Return a list of predicted classes
Computes the agreement
Compute milestones
Compute the test embeddings
Restore the model from the given path
Generate a tensorflow dataset
Dropout embeddings

Get all kandi verified functions for this library.

SUR Key Features

No Key Features are available at this moment for SUR.

SUR Examples and Code Snippets

No Code Snippets are available at this moment for SUR.

Community Discussions

Trending Discussions on SUR

How to access htdocs folder when xampp can't open in mac Big Sur?

css counter result is 0

How to auto import in Android Studio?

Pandas: Cannot subtract date-time objects (timedelta, datetime)

Xcode 12.5 Debugger Slow Since macOS Big Sur 11.3 (Native Swift Project)

Is the "fr-DZ" label ( that we put on the hreflang ) correct for SEO?

xCode Cocoapods build fails "Undefined symbols for architecture x86_64"

Authentication error when using Figshare API via rfigshare

"Precompiling assets failed" error when pushing to heroku

Not able to locate the DMG image to make macos catalina bootable usb

QUESTION

How to access htdocs folder when xampp can't open in mac Big Sur?

Asked 2021-Jun-15 at 16:44

I just found that I couldn't open Xampp after upgrading to Big Sur. My question is: How do I access htdocs folder? I'm afraid that it will override the htdocs folder if I install the latest version of Xampp.

...

ANSWER

Answered 2021-Jun-15 at 16:44

did you check the hide folder named ".bitname" in your profile root folder? If not, try to find the "xampp" folder inside ".bitname/machines" and copy it to another folder to backup current xampp data.

After isntall/reinstall xampp just put the folder back to the same place ".bitname/machines".

Steps:

Open Finder and make hidden files visible (cmd + shift + .)
Go to folder /Users/USERNAME/.bitnami/stackman/machines and backup/copy complete xampp folder to a safe place
Delete everything in folder /Users/USERNAME/.bitnami/stackman
Download from https://sourceforge.net/projects/xamp...
Install newest version of XAMPP
Run XAMPP once for all folders to be created
Quit XAMPP
Rename new folder /Users/USERNAME/.bitnami/stackman/machines/xampp to /Users/USERNAME/.bitnami/stackman/machines/xampp_original
Copy saved folder xampp to /Users/USERNAME/.bitnami/stackman/machines
Run XAMPP

PS: If you have another MAC maybe is a good idea to test it before using a simulated xampp instalation!

Source https://stackoverflow.com/questions/67989730

QUESTION

css counter result is 0

Asked 2021-Jun-15 at 12:21

hello i'm using css counter to display the number of div that have a specific class inside a section but i don't know why the result of my code is alwase 0 this the code

...

ANSWER

Answered 2021-Jun-15 at 12:21

There are two problems which are causing the counter not to be incremented.

The first is that the CSS:

Source https://stackoverflow.com/questions/67974250

QUESTION

How to auto import in Android Studio?

Asked 2021-Jun-15 at 06:29

I have installed VSCode Keymap plugin in Android Studio. When I press Command . to import Text composable it says org.w3c.dom.Text? (multiple choices...) ⌘.. In vscode if there were multiple classes with same name then it would show me a dropdown to choose what class to import.

How can I do the same in Android Studio? I am on macOS Big Sur with Android Studio 2020.3.1 Beta 3.

...

ANSWER

Answered 2021-Jun-15 at 06:29

Just press optionKey & Enter (or return key) together

Source https://stackoverflow.com/questions/67980002

QUESTION

Pandas: Cannot subtract date-time objects (timedelta, datetime)

Asked 2021-Jun-15 at 02:51

Here is the setup:

...

ANSWER

Answered 2021-Jun-15 at 01:46

Since both columns are pandas Timestamp, you can do this:

Source https://stackoverflow.com/questions/67978919

QUESTION

Xcode 12.5 Debugger Slow Since macOS Big Sur 11.3 (Native Swift Project)

Asked 2021-Jun-14 at 08:34

I just updated macOS Big Sur 11.3 today. Nothing is weird until I open Xcode and run my app in simulator. The app launch is becoming veryyy slow and sometimes it crash when there is background thread like URLSession. I have xcode 12.5 before in macOS 11.2.1 and no problem with debugging dan running in simulator.

These are what I have done so far but still no luck:

Try create new blank project, problem still exist
Clean derived data
Clean project
Force quit xcode.
Restart macbook

These are my assumtion of solution but still have no chance to do right now:

Reinstall iOS 14 simulator/ install another simulator with different OS version (I will try this when I am in somewhere with high speed internet connection)
Reinstall xcode (Still no high speed internet connection)
Downgrade macOS and xcode (Still no high speed internet connection)
Install di real device (I have no single iphone)

Have you experience this? How to solve this problem? I have not tested in real device because I don't have iOS device.

...

ANSWER

Answered 2021-Jun-14 at 08:34

This is already discussed in Apple Developer Forum lately. Still not sure what’s going on here, but some people pointed out about dyld being slowed down after macOS Big Sur 11.3. So this has nothing to do with Xcode. All Xcode version in macOS 11.3 (maybe) get affected with this issue. Apple should release macOS update to resolve this issue.

In my case, this issue only appear in Simulator. It is normal in real device. My advice is try to run it in real device and wait for Apple to fix this. But if you only can run your app in Simulator, you should untick/uncheck the debug executable option in Edit Scheme -> Run

Update: The downside of uncheck the debug executable is you are no longer use debugger. So some feature like breakpoint will not work.

Update: Some people with macOS Big Sur 11.4 also reporting that this issue still exist.

Update: This bug has been fixed in macOS Monterey Beta and Xcode 13 Beta.

Source https://stackoverflow.com/questions/67405875

QUESTION

Is the "fr-DZ" label ( that we put on the hreflang ) correct for SEO?

Asked 2021-Jun-13 at 20:47

Is this code recognizable by google by Google? I mean, is the "DZ" code correct for SEO? I searched about this subject, but any precise answer.

...

ANSWER

Answered 2021-Apr-26 at 12:53

In the guide Tell Google about localized versions of your page --> Supported language/region codes, Google says:

The value of the hreflang attribute identifies the language (in ISO 639-1 format) and optionally a region (in ISO 3166-1 Alpha 2 format) of an alternate URL. (The language need not be related to the region.) For example:

de: German language content, independent of region

en-GB: English language content, for GB users

de-ES: German language content, for users in Spain

DZ is the entry for Algeria in ISO 3166. Therefore, your markup is correct for French for Algeria.

Source https://stackoverflow.com/questions/67266097

QUESTION

xCode Cocoapods build fails "Undefined symbols for architecture x86_64"

Asked 2021-Jun-11 at 14:35

I want to build my Xcode project (react native & swift) for the simulator and on a real device.

The simulator worked great. Today I tried to build it for my device, I selected my device in the Xcode bar and added the scheme to release (I had to do this because I'm using react native and otherwise the bundle is not packed)

Then an error during the build occurs (in this case for the dependency RNPurchases, but this is completely random. sometimes it's Expo-Keep-Awake or Facebook)

...

ANSWER

Answered 2021-Mar-31 at 10:59

Go to xcode project -> Build setting -> Architecture -> Excluded architecture -> (arm64)set

Try to build & run

Source https://stackoverflow.com/questions/66885925

QUESTION

Authentication error when using Figshare API via rfigshare

Asked 2021-Jun-10 at 22:05

According to the Rfigshare readme:,

The first time you use an rfigshare function, it will ask you to authenticate online. Just log in and click okay to authenticate rfigshare. R will allow you to cache your login credentials so that you won't be asked to authenticate again (even between R sessions), as long as you are using the same working directory in future.

After installing rfigshare on a fresh machine (without an existing .httr-oauth)

...

ANSWER

Answered 2021-Jun-10 at 22:05

The master branch of rfigshare seems to be out of sink with what figshare now offers in that the master branch seems to use v1 of the api along with oauth v1 authentication whereas figshare has moved on with v2 of the api and now promotes the use of oauth v2.

While I am unsure whether figshare has shutdown v1 of the api and/or has disallowed oauth v1, it seems like you might still be able to use the package if you install from the sckott branch and use a personal access token (PAT).

To generate a PAT, navigate to https://figshare.com/account/applications in a web browser. At the bottom of this page, you can generate a PAT. When the token is presented, copy it as you will not be able to view it again (although you can easily generate a new one at any time).

You will want to store this token in your .Renviron file. The usethis package has a nifty edit_r_environ() function to make this a little easier:

Source https://stackoverflow.com/questions/67866619

QUESTION

"Precompiling assets failed" error when pushing to heroku

Asked 2021-Jun-10 at 07:21

Looked through past posts on SO but couldn't find the solution.

Environment:

Mac OS Big Sur
Rails 6.1.3.2
ruby 3.0.1p64

Github repo https://github.com/tenzan/ruby-bootcamp

Added Bootsrtap 5 according to https://blog.corsego.com/rails-6-install-bootstrap-with-webpacker-tldr

To push to heroku I ran git push heroku main

Output:

...

ANSWER

Answered 2021-Jun-10 at 00:32

ModuleNotFoundError: Module not found: Error: Can't resolve '@popperjs/core' suggests that you need to install @popperjs/core.

Source https://stackoverflow.com/questions/67912854

QUESTION

Not able to locate the DMG image to make macos catalina bootable usb

Asked 2021-Jun-10 at 07:20

I have a mac mini where i am trying to make a bootable usb with macos catalina on it. but trouble is since the latest big sur release you cannot find the .DMG file of older OS any where.

I tried searcing in search engines and no luck.

Can anyone help on this?

...

ANSWER

Answered 2021-Jun-10 at 07:20

If you go to this link: https://support.apple.com/en-in/HT201372 here you can find the OS of your choice. I have a mac machine in which i got this link: https://apps.apple.com/us/app/macos-catalina/id1466841314?mt=12 which redirects me to the macos appstore to download Catalina directly.

Give it a try. (I am able to Download the .DMG file successfully)

Source https://stackoverflow.com/questions/67916435

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

Vulnerabilities

No vulnerabilities reported

Install SUR

Follow the the "User instructions" in the Meta-Dataset repository (https://github.com/google-research/meta-dataset) for "Installation" and "Downloading and converting datasets". Brace yourself, the full process would take around a day. NOTE: the MetaDataset codebase has significantly changed from the release of this code and it won't work as is. Please, run git checkout 056ccac in the MetaDataset root folder to checkout to the code's version used with in this project. If you want to test out-of-domain behavior on additional datasets, namely, MNIST, CIFAR10, CIFAR100, follow the installation instructions in the CNAPs repository to get these datasets. This step is takes little time and we recommended to do it.
Clone or download this repository.
Configure Meta-Dataset: Follow the the "User instructions" in the Meta-Dataset repository (https://github.com/google-research/meta-dataset) for "Installation" and "Downloading and converting datasets". Brace yourself, the full process would take around a day. NOTE: the MetaDataset codebase has significantly changed from the release of this code and it won't work as is. Please, run git checkout 056ccac in the MetaDataset root folder to checkout to the code's version used with in this project. If you want to test out-of-domain behavior on additional datasets, namely, MNIST, CIFAR10, CIFAR100, follow the installation instructions in the CNAPs repository to get these datasets. This step is takes little time and we recommended to do it.

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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