SAN | Exploring Self-attention for Image Recognition , CVPR2020 | Machine Learning library

by hszhao Python Version: Current License: MIT

X-Ray Key Features Code Snippets(1)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | SAN Summary

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

This repository is build for the proposed self-attention network (SAN), which contains full training and testing code. The implementation of SA module with optimized CUDA kernels are also included.

Support

Quality

Security

License

Reuse

Support

SAN has a low active ecosystem.

It has 649 star(s) with 122 fork(s). There are 13 watchers for this library.

It had no major release in the last 6 months.

There are 7 open issues and 9 have been closed. On average issues are closed in 20 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of SAN is current.

Quality

SAN has 0 bugs and 0 code smells.

Security

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

SAN code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

SAN 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

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

SAN 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.

Top functions reviewed by kandi - BETA

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

Main worker function
Train the model
Validate evaluation
Get a logger
Update statistics
Validate the evaluation
Backward computation
Return the dtype of t
Load a kernel
Backward backward
Test the aggregation function
R Aggregation op
Test the subtraction 2
Test the aggregation zopad
Test the subtraction op
Compute model complexity
Convolutional layer
Forward computation
Test the subtraction zopad
Forward convolutional layer
Test the subtraction
Returns the average flops cost
Merge a cfg from a list
Perform the forward transformation
Removes flops counter hooks
Start the counter
Parse command line options

Get all kandi verified functions for this library.

SAN Key Features

No Key Features are available at this moment for SAN.

SAN Examples and Code Snippets

title: Fibonacci tags: math,list expertise: intermediate cover: blog_images/san-francisco-skyline.jpg firstSeen: 2018-10-06T06:06:33+03:00 lastUpdated: 2020-11-02T19:27:53+02:00

Python

Lines of Code : 9

License : No License

Copy

def fibonacci(n):
  if n <= 0:
    return [0]
  sequence = [0, 1]
  while len(sequence) <= n:
    next_value = sequence[len(sequence) - 1] + sequence[len(sequence) - 2]
    sequence.append(next_value)
  return sequence


fibonacci(7) # [0, 1, 1

Community Discussions

Trending Discussions on SAN

Horizontal scroll areas with buttons and gradients

focus:outline-none not working Tailwind CSS with Laravel

Node canvas use fallback font for unknown characters

MUI v5 - Extending Typography variant in TypeScript creates error "No overload matches this call"

Merge two pandas DataFrame based on partial match

enum class in ternary expression

Multiple labels per item on Kendo chart

R how to speed up pattern matching using vectors

How to change font-family when locale language changes in vuetify

R: split-apply-combine for geographic distance

QUESTION

Horizontal scroll areas with buttons and gradients

Asked 2022-Apr-04 at 20:14

This is my code so far:

...

ANSWER

Answered 2022-Apr-04 at 20:14

You can put your arrows inside the left/right gradient divs. That way they will show/hide same way as the gradients.

EDIT

I cleaned up the code a bit since the original answer was kinda messy. (or 'weird' as mstephen19 put it :)).

Source https://stackoverflow.com/questions/71722861

QUESTION

focus:outline-none not working Tailwind CSS with Laravel

Asked 2022-Mar-28 at 23:33

I am using Tailwind CSS for my Laravel application, and want to remove the focus border on the input boxes. According to the documentation, focus:outline-none should achieve this, although it is not working for me and the border still appears on focus.

It looks like I am targeting the wrong thing, as if I do focus:outline-black, I can see a black outline as well as the standard blue one on focus.

focus:border-none also does not fix the problem.

Any ideas?

...

ANSWER

Answered 2021-Nov-16 at 02:25

Maybe you can try add focus:outline-none direct in your class.

Demo : https://jsfiddle.net/p73xfy1h/

Source https://stackoverflow.com/questions/69981112

QUESTION

Node canvas use fallback font for unknown characters

Asked 2022-Feb-28 at 17:19

I'm using Node-Canvas to print text on an image and trying to figure out how to ensure strange characters are displayed correctly, even if the main font can't display them.

From what I found online you have to use registerFont with a font that can display those characters to fall back on, but it seems like it doesn't use it automatically, and I couldn't find anything on how to tell it do use a fallback font.

When registering a font that can display the character (Code2000) it still appears like this (the "ᗩ" character isn't displayed correctly):

(Trying to print HELLO WORLD, I'M ᗩcł!)
This is my code:

...

ANSWER

Answered 2022-Feb-28 at 17:19

You just need to specify 'Code2000' when you're setting the font. Consecutive fonts separated by commas are used as fallback fonts.

Source https://stackoverflow.com/questions/71133067

QUESTION

MUI v5 - Extending Typography variant in TypeScript creates error "No overload matches this call"

Asked 2022-Jan-06 at 19:39

I am setting up the base for an app with MUI v5 and TypeScript. I want to extend the MUI theme with some custom properties which add to the existing default properties.

My theme.ts config looks like that:

...

ANSWER

Answered 2021-Nov-17 at 14:12

To update Typography variant in Typescript, use the following code:

Source https://stackoverflow.com/questions/70002471

QUESTION

Merge two pandas DataFrame based on partial match

Asked 2022-Jan-06 at 00:54

Two DataFrames have city names that are not formatted the same way. I'd like to do a Left-outer join and pull geo field for all partial string matches between the field City in both DataFrames.

...

ANSWER

Answered 2021-Sep-12 at 20:24

This should do the job. String match with Levenshtein_distance.

pip install thefuzz[speedup]

Source https://stackoverflow.com/questions/69125666

QUESTION

enum class in ternary expression

Asked 2022-Jan-04 at 11:07

Enums were introduced to PHP very recently. I'm trying them out in a laravel project. I've got my enum class here:

...

ANSWER

Answered 2021-Dec-29 at 18:38

I was able to reproduce this error; in my case the stack trace led back to the barryvdh/laravel-debugbar package, not sure if this is the same for you. I was able to resolve it by changing the enum to a backed enum.

I'd recommend making this change regardless, as I expect in a lot of cases strings will be easier to work with than enum instances. (Though TBH this looks like trying to use a new feature just because it's there, not because it makes sense.)

Source https://stackoverflow.com/questions/70489814

QUESTION

Multiple labels per item on Kendo chart

Asked 2022-Jan-02 at 21:14

I'm trying to get multiple label per item on Kendo Column chart Desired layout looks like this

I was able to get only this layout

...

ANSWER

Answered 2022-Jan-02 at 08:18

I don't think kendo provides any native solution for that but what I can suggest is to:

Use legends to display each bar meaning. like the example here.
Use some self generated labels and position them under the table which is risky for UI. I provided an example here.

Source https://stackoverflow.com/questions/70465893

QUESTION

R how to speed up pattern matching using vectors

Asked 2021-Dec-11 at 12:50

I have a column in one dataframe with city and state names in it:

ac <- c("san francisco ca", "pittsburgh pa", "philadelphia pa", "washington dc", "new york ny", "aliquippa pa", "gainesville fl", "manhattan ks")

ac <- as.data.frame(ac)

I would like to search for the values in ac$ac in another data frame column, d$description and return the value of column id if there is a match.

...

ANSWER

Answered 2021-Dec-07 at 19:46

Try this sapply with grep.

Source https://stackoverflow.com/questions/70236614

QUESTION

How to change font-family when locale language changes in vuetify

Asked 2021-Nov-29 at 05:30

I have and multi-language application and it will switch language via select input that toggle locale between 2 languages, on the other hand, I have 2 font-family that I want to toggle when the locale changed.

vuetify.js

...

ANSWER

Answered 2021-Nov-29 at 05:30

Although, there are different ways to achieve this, the logic is similar. You should have two separate files (e.g.: style.css and style.rtl.css) and with the getting help from your custom language service detect the direction of selected locale, after that apply corresponding style to your application. But, how we could achieve this target? It totally depends on your needs. You can do it manually or use something like this plugin.

Source https://stackoverflow.com/questions/70146574

QUESTION

R: split-apply-combine for geographic distance

Asked 2021-Nov-17 at 17:53

I have downloaded a list of all the towns and cities etc in the US from the census bureau. Here is a random sample:

...

ANSWER

Answered 2021-Nov-12 at 22:48

I have such a solution. And I'm surprised myself that I used two loops for!! Incredibly, I did it. First things first.

My proposal is based on a simplification. However, the mistake you will make at short distances will be relatively small. But the time gain is huge!

Well, I propose to count the distance in Cartesian coordinates, not spherical.

So we're going to need a simple function that computes the Cartesian coordinates based on the two arguments latitude and longitude. Here is our LatLong2Cart feature.

Source https://stackoverflow.com/questions/69915845

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

Vulnerabilities

No vulnerabilities reported

Install SAN

You can download it from GitHub.
You can use SAN 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 .

Find more information at: