rfs | Representations for Few-Shot Learning | Machine Learning library

by WangYueFt Python Version: Current License: No License

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

kandi X-RAY | rfs Summary

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

Representations for Few-Shot Learning (RFS). This repo covers the implementation of the following paper:. "Rethinking few-shot image classification: a good embedding is all you need?" Paper, Project Page. If you find this repo useful for your research, please consider citing the paper.

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Security

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Support

rfs has a low active ecosystem.

It has 322 star(s) with 63 fork(s). There are 9 watchers for this library.

It had no major release in the last 6 months.

There are 25 open issues and 10 have been closed. On average issues are closed in 28 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of rfs is current.

Quality

rfs has 0 bugs and 0 code smells.

Security

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

rfs code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

rfs 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

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

rfs 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.

rfs saves you 1168 person hours of effort in developing the same functionality from scratch.

It has 2635 lines of code, 129 functions and 24 files.

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

Top functions reviewed by kandi - BETA

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

Compute meta - test features
Cosine similarity
Compute the log probability for a given query
Calculate the NN
Train model
Compute accuracy
Update the sum
Forward convolutional function
Compute block mask
Load a teacher model
Create a new model
Parse command line options
Gets the teacher name from the model path
Forward computation
Draw a random number of points
Create a trained model
Validate the input tensor
Constructor of ResNet50
Compute the loss
Adjust the learning rate
Constructs a convolution network

Get all kandi verified functions for this library.

rfs Key Features

No Key Features are available at this moment for rfs.

rfs Examples and Code Snippets

No Code Snippets are available at this moment for rfs.

Community Discussions

Trending Discussions on rfs

JTable row filtering based on values of two different columns that Have same data

XSLT Getting attribute from root node in template

Java InputDataStream shows nothing

how to Reverse a RowFilter Work in Java Swing

Cannot set property -hashed_password of null , of addFollower method in nodejs app

R caret random forests ggplot modify legend

npm run production error : "unknown option no-progress"

split list elements into sublists based on character in list element

Deploy a RAPIDS CUML Random Forest model to Windows Virtual Machine where RAPIDS/CUML can't be installed

How to enable the RFS in Bootstrap v 4.5.x CDN

QUESTION

JTable row filtering based on values of two different columns that Have same data

Asked 2021-Jun-02 at 22:02

i have JTable that has a data like follow :

...

ANSWER

Answered 2021-Jun-02 at 22:02

Looks like the "notFilter" was used in the wrong place. This seems to work:

Source https://stackoverflow.com/questions/67789446

QUESTION

XSLT Getting attribute from root node in template

Asked 2021-May-18 at 11:48

how can I get a "locale" attribute from urlset tag inside in template, tried many variants but nothing works from it...

...

ANSWER

Answered 2021-May-18 at 11:48

Inside the template for sitemap:urlset if you use an XPath like urlset/@locale it will be looking for a urlset element that is a child of the sitemap:urlset element, and then looking for the @locale on that element.

In order to address the @locale element for the matched sitemap:urlset element, use:

Source https://stackoverflow.com/questions/67584977

QUESTION

Java InputDataStream shows nothing

Asked 2021-May-04 at 14:50

Hello StackOverflow Community! Right now I'm working on 2D multiplayer racing game. The issue I faced up with, is that client sends car details to the server, and server reads them successfully and attempts to send them back BUT client can't read it. Besides it seems that client event doesn't lacuna run() with DataInputStream. Can anybody give me a piece of advise of something?

Client Code:

...

ANSWER

Answered 2021-May-04 at 14:50

rfsRunnable = new ReadFromServer(in);

Threads aren't magic. This doesn't do anything.

What you're looking for is:

Source https://stackoverflow.com/questions/67387024

QUESTION

how to Reverse a RowFilter Work in Java Swing

Asked 2021-Apr-29 at 07:55

i have RowFilter that is working with no problem on my code !

...

ANSWER

Answered 2021-Apr-29 at 07:55

Wrap it in RowFilter.notFilter(RowFilter)

Returns a RowFilter that includes entries if the supplied filter does not include the entry.

Source https://stackoverflow.com/questions/67312418

QUESTION

Cannot set property -hashed_password of null , of addFollower method in nodejs app

Asked 2021-Mar-02 at 09:59

My controller/user.js file has the following

...

ANSWER

Answered 2021-Mar-02 at 09:59

Short answer is, when you see this error please cross check what your fetch request is like, even with a small case difference mongoose will error out , in my case the following happened..

Upon Checking the fetch request , found that the follow_Id was written as follow_id , in the addFollower method

Source https://stackoverflow.com/questions/66418703

QUESTION

R caret random forests ggplot modify legend

Asked 2021-Feb-04 at 04:00

How do I modify the default plot legend produced by applying ggplot to a caret object built using the ranger algorithm? For example, suppose I would like the legend title to be, "Splitting algo" instead of the default, "Splitting Rule."

...

ANSWER

Answered 2021-Feb-04 at 04:00

You set name of legend using scale_color_discrete and scale_shape_discrete.

Source https://stackoverflow.com/questions/66037361

QUESTION

npm run production error : "unknown option no-progress"

Asked 2021-Jan-31 at 07:24

I am trying to run the command npm run dev or npm run production. But none of them are successful. Once I run the command I am getting an error like in image :

error after running npm run prod

My package.json file is like below :

...

ANSWER

Answered 2021-Jan-31 at 07:24

Laravel Mix 6 removes a number of options from the CLI. You will need to update the scripts section of your package.json file accordingly.

See Update Your NPM Scripts
https://laravel-mix.com/docs/6.0/upgrade#update-your-npm-scripts

Before:

Source https://stackoverflow.com/questions/65976497

QUESTION

split list elements into sublists based on character in list element

Asked 2020-Dec-11 at 19:34

I have a list like this:

...

ANSWER

Answered 2020-Dec-11 at 19:21

The easiest way is probably to use a loop:

Source https://stackoverflow.com/questions/65257268

QUESTION

Deploy a RAPIDS CUML Random Forest model to Windows Virtual Machine where RAPIDS/CUML can't be installed

Asked 2020-Nov-17 at 20:24

I need to perform inference for a cuml.dask.ensemble.RandomForestClassifier on a GPU-less Windows virtual machine where rapids/cuml can't be installed.

I have thought to use treelite so I have to import the model into treelite and generate a shared library (.dll file for windows). After that, I would use treelite_runtime.Predictor to import the shared library and perform inference in the target machine.

The problem is that I have no idea of how to import the RandomForestClassifier model into treelite to create a treelite model.

I have tried to use the 'convert_to_treelite_model' but the obtained object isn't a treelite model and I don't know how to use it.

See the attached code (executed under Linux, so I try to use the gcc toolchain and generate a '.so' file...

I get the exception "'cuml.fil.fil.TreeliteModel' object has no attribute 'export_lib'" when I try to call the 'export_lib' function...

...

ANSWER

Answered 2020-Nov-17 at 20:24

At the moment Treelite does not have a serialization method that can be directly used. We have an internal serialization method that we use to pickle cuML's RF model.

I would recommend creating a feature request in Treelite's github repo (https://github.com/dmlc/treelite) and requesting a feature for serializing and deserializing Treelite models.

Furthermore, the output of convert_to_treelite_model function is a Treelite model. It shows it as :

Source https://stackoverflow.com/questions/64865678

QUESTION

How to enable the RFS in Bootstrap v 4.5.x CDN

Asked 2020-Nov-11 at 18:14

I'm reading the bootstrap doc and I read this ... Bootstrap v4.3 ships with the option to enable responsive font sizes, allowing the text to scale more naturally across device and viewport sizes.RFS can be enabled by changing the $enable-responsive-font-sizes Sass variable to true.

My question is, how can I enable this feature with CDN Bootstrap

https://getbootstrap.com/docs/4.3/content/typography/#responsive-font-sizes

...

ANSWER

Answered 2020-Nov-03 at 14:34

I don't think you can do that with the CDN version. It says that you need to re-compile bootstrap yourself to get RFS to work. So you need to install the source using npm.

Bootstrap v4.3 ships with the option to enable responsive font sizes, allowing text to scale more naturally across device and viewport sizes. RFS can be enabled by changing the $enable-responsive-font-sizes Sass variable to true and recompiling Bootstrap.

Source https://stackoverflow.com/questions/64664713

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

Vulnerabilities

No vulnerabilities reported

Install rfs

This repo was tested with Ubuntu 16.04.5 LTS, Python 3.5, PyTorch 0.4.0, and CUDA 9.0. However, it should be compatible with recent PyTorch versions >=0.4.0.
The data we used here is preprocessed by the repo of MetaOptNet, but we have renamed the file. Our version of data can be downloaded from here:.