attention | some attention implements

by bojone Python Version: Current License: No License

X-Ray Key Features Code Snippets(6)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | attention Summary

attention is a Python library. attention has no bugs, it has no vulnerabilities and it has medium support. However attention build file is not available. You can download it from GitHub.

《Attention is All You Need》中的Attention机制的实现.

Support

Quality

Security

License

Reuse

Support

attention has a medium active ecosystem.

It has 1407 star(s) with 510 fork(s). There are 33 watchers for this library.

It had no major release in the last 6 months.

There are 11 open issues and 10 have been closed. On average issues are closed in 66 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of attention is current.

Quality

attention has 0 bugs and 15 code smells.

Security

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

attention code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

attention 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

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

attention has no build file. You will be need to create the build yourself to build the component from source.

attention saves you 191 person hours of effort in developing the same functionality from scratch.

It has 471 lines of code, 35 functions and 2 files.

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

Top functions reviewed by kandi - BETA

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

Call the method on inputs
Replaces the given layer
Extract seq_patches
Convert x into mask
Construct attention layer
Dense layer
Mask inputs
Calculate the objective function
Convert from index to positions
Wrapper function for model
Calls the function with respect to inputs
Call the layer
Call the attention function
Connects the attention layer
Build self self attention

Get all kandi verified functions for this library.

attention Key Features

No Key Features are available at this moment for attention.

attention Examples and Code Snippets

Accessing Attention

Python

Lines of Code : 29

License : Permissive (MIT)

Copy

import torch
from vit_pytorch.vit import ViT

v = ViT(
    image_size = 256,
    patch_size = 32,
    num_classes = 1000,
    dim = 1024,
    depth = 6,
    heads = 16,
    mlp_dim = 2048,
    dropout = 0.1,
    emb_dropout = 0.1
)

# import Recorder

Accessing Attention

pypi

Lines of Code : 29

License : No License

Copy

import torch
from vit_pytorch.vit import ViT

v = ViT(
    image_size = 256,
    patch_size = 32,
    num_classes = 1000,
    dim = 1024,
    depth = 6,
    heads = 16,
    mlp_dim = 2048,
    dropout = 0.1,
    emb_dropout = 0.1
)

# import Recorder

Efficient Attention

pypi

Lines of Code : 22

License : No License

Copy

$ pip install nystrom-attention


import torch
from vit_pytorch.efficient import ViT
from nystrom_attention import Nystromformer

efficient_transformer = Nystromformer(
    dim = 512,
    depth = 12,
    heads = 8,
    num_landmarks = 256
)

v = ViT(

dgl - attention

Python

Lines of Code : 27

License : Non-SPDX (Apache License 2.0)

Copy

import numpy as np
import torch as th
import torch.nn as nn

from .layers import clones


class MultiHeadAttention(nn.Module):
    "Multi-Head Attention"

    def __init__(self, h, dim_model):
        "h: number of heads; dim_model: hidden dimension"

One - step attention attention .

python

Lines of Code : 23

License : No License

Copy

def one_step_attention(h, st_1):
  # h = h(1), ..., h(Tx), shape = (Tx, LATENT_DIM * 2)
  # st_1 = s(t-1), shape = (LATENT_DIM_DECODER,)
 
  # copy s(t-1) Tx times
  # now shape = (Tx, LATENT_DIM_DECODER)
  st_1 = attn_repeat_layer(st_1)

  # Concate

Forward attention layer .

python

Lines of Code : 22

License : No License

Copy

def forward(self, word_input, last_hidden, encoder_hiddens):
        # Note: we run this one step (S=1) at a time
        # Get the embedding of the current input word (last output word)
        rnn_input = self.embedding(word_input).view(1, 1, -1)

Community Discussions

Trending Discussions on attention

Blending images without color change?

Node.js can't read else if or else part

IF any of a series of class names exist, then do stuff

Can I pass an list to asyncio.gather?

Mapping enum to value

WPF MVVM binding command to Datacontext inside Datagrid

Removed N rows containing missing values BUT there are no missing values nor values out of range

Question regarding operator precedence in C

How to install local python packages when building jobs under Github Actions?

wdio / Appium - " TypeError: $(...).waitForDisplayed is not a function" in my test

QUESTION

Blending images without color change?

Asked 2021-Jun-15 at 21:26

While studying OpenCV, I realized that whenever I blend two images the colors of scr2 have changed in some way(depends on the colors of scr1).

I know this is not an informative and clear way to explain my issue, however; I don't know how to describe this issue since I have no expertise with colors so I would like to show you what I meant with images and code.

The input image: Input image

...

ANSWER

Answered 2021-Jun-15 at 16:46

I think I misunderstood your issue. If your issue is that the image where you do not have lines has changed, then that is because you used a white background for scr2. The white then mixes with your image in the output. Make it scr2=img.copy() in place of what you have now. Then try your code. So in Python/OpenCV as a demonstration, using the Lena image as background, here is your code:

Source https://stackoverflow.com/questions/67989210

QUESTION

Node.js can't read else if or else part

Asked 2021-Jun-15 at 15:41

I wrote a discord bot. "o" is first letter of play. "atla" is skip. When I wrote -o MUSIC_NAME, music is adding queue and starting to play. And when I write again, just adding queue. Everything is okay still here. When I wrote -atla. It's also working perfectly. But when I allow to changing auto music itself, it's changing music automatically. But problem is here. The end of the last music not working else if (list.length === 0) block in endHandler function. How can I fix that? Thanks for your attention.

...

ANSWER

Answered 2021-Jun-15 at 15:41

I'm not familiar with Discord bots but I don't think your endHandler will ever run the else if part the way it is because your code is always creating a new dispatcher when it plays the next song, but never sets up a finish handler for it.

Source https://stackoverflow.com/questions/67988144

QUESTION

IF any of a series of class names exist, then do stuff

Asked 2021-Jun-14 at 16:12

I'd like to run an IF statement whereby it runs if any one of a series of specific class names exist on the page somewhere. I currently have this method, but when the script runs, it only pays attention to the first class name in the list and then ignores the rest.

...

ANSWER

Answered 2021-Jun-14 at 14:53

The , is what you want to use to group selectors so

Source https://stackoverflow.com/questions/67972498

QUESTION

Can I pass an list to asyncio.gather?

Asked 2021-Jun-14 at 15:59

I am trying to start a bunch (one or more) aioserial instances using an for and asyncio.gather without success.

...

ANSWER

Answered 2021-Jun-14 at 15:59

Your problem isn't with how you call gather. It's with how you define main. The clue is with the error message

Source https://stackoverflow.com/questions/67972447

QUESTION

Mapping enum to value

Asked 2021-Jun-14 at 11:53

I am using a Badge component

...

ANSWER

Answered 2021-May-07 at 06:20

You can look it up by indexing the status color enum (i.e. StatusColor[value]).

Complete example

Source https://stackoverflow.com/questions/67429232

QUESTION

WPF MVVM binding command to Datacontext inside Datagrid

Asked 2021-Jun-14 at 09:42

I'm creating a WPF Molds app that contains 2 windows: MainWindow with DataGrid, and AddEditWindow which allows to Add/Edit Molds.

I have a EditButton which located in a TemplateColumn of DataGrid:

...

ANSWER

Answered 2021-Jun-14 at 08:37

In a Code-Behind, I could done something like this:

Take a closer look at your XAML.
You have a binding set in the CommanParameter property.
The binding instance is empty - this means that the binding occurs to the DataContext of the element in which it is specified.
Hence, in the command parameter, you will get this Data Context.

Source https://stackoverflow.com/questions/67959671

QUESTION

Removed N rows containing missing values BUT there are no missing values nor values out of range

Asked 2021-Jun-14 at 07:50

I posted a similar question a week ago but I failed to identify the real problem. Therefore, the question was far from being correct.

Now, I clearly now what is going on but I cannot understand why it is happening. I also reviewed similar problems related with the same error but the solutions for these problems were not applicable to my case.

I am plotting the frequency distribution of a variable during the fieldwork progress of a survey. Therefore, it shows how the proportion of that variables has changed through time.

So, I have a variable (Startday) that tells which day the respondent took the survey, if he/she did not then it is NA. Then, I have the typical variables like sex or marital status.

This is the code to plot such graph

...

ANSWER

Answered 2021-Jun-14 at 07:50

We can reproduce the error if you change any one value to NA in the column.

Source https://stackoverflow.com/questions/67965949

QUESTION

Question regarding operator precedence in C

Asked 2021-Jun-13 at 19:04

I'm starting to learn to program in c, and I thought I was already pretty confident with the precedence of operators, until I did this:

...

ANSWER

Answered 2021-Apr-27 at 02:52

Parenthesis and operator precedence only dictate how operands are grouped. It does not dictate the order of evaluation.

In this expression:

Source https://stackoverflow.com/questions/67276276

QUESTION

How to install local python packages when building jobs under Github Actions?

Asked 2021-Jun-12 at 17:27

I am building a python project -- potion. I want to use Github actions to automate some linting & testing before merging a new branch to master.

To do that, I am using a slight modification of a Github recommended python actions starter workflow -- Python Application.

During the step of "Install dependencies" within the job, I am getting an error. This is because pip is trying to install my local package potion and failing.

The code that is failing if [ -f requirements.txt ]; then pip install -r requirements.txt; fi

The corresponding error is:

...

ANSWER

Answered 2021-Jun-11 at 14:29

The "package under test", potion in your case, should not be part of the requirements.txt. Instead, simply add your line

Source https://stackoverflow.com/questions/67935975

QUESTION

wdio / Appium - " TypeError: $(...).waitForDisplayed is not a function" in my test

Asked 2021-Jun-12 at 11:19

I am trying to learn to automate End2end testing a React-native mobile App using wdio and appium.

The target component I am trying to click in this problem is this: Component screen shot

I got an error of TypeError: $(...).waitForDisplayed is not a function" in my current test project. While I got "elements not found" when I'll do assync mode.

I can verify that the IDs are visible in Appium Element Inspector ScreenShot here

Below are my codes (#1 & #2) Either way, I got an error. I really need to understand why I got this errors. #1

...

ANSWER

Answered 2021-Jun-12 at 11:19

describe('Test Unit - Assync Mode', () => {
  it('Client must be able to login in the app. ', async () => { 
    // pay attention to `async` keyword
    await (await $('~pressSkip')).waitForDisplayed({ timeout: 20000 })
    const el = await $('~pressSkip') // note `await` keyword
    await el.click()
    await browser.pause(500)
  })
})

Source https://stackoverflow.com/questions/67939942

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

Vulnerabilities

No vulnerabilities reported

Install attention

You can download it from GitHub.
You can use attention 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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