text | data loaders and abstractions for language processing | Dataset library
kandi X-RAY | text Summary
kandi X-RAY | text Summary
Models, data loaders and abstractions for language processing, powered by PyTorch
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Top functions reviewed by kandi - BETA
- Benchmark the experimental vocabulary
- Runs the benchmark lookup
- Return a list of news files
- Check if given modules are available
- Cache the given vector
- Decorator for reporthook
- Infer the shape of a file
- Generate scores for encodings
- Perform beam search
- Benchmark multihead block
- Perform a review of the given root
- Extract a WikiText file from root
- Extracts a WikiText2 file from root
- Perform Yelp Review Review
- Forward computation
- Recursively review the contents of the root
- Wrapper for SQuAD2
- Compute SST2
- Build a vocabulary from an iterator
- Perform a Yelp Review Review on the root
- Builds the given extension
- Calculate the attention layer
- Download multiple trees using multi30k
- Benchmark a new vocabulary lookup
- Create an IMDB file for a given root
- Download data from a URL
text Key Features
text Examples and Code Snippets
Lines of Code : 22
License : No License
Copyconst colorize = (...args) => ({
black: `\x1b[30m${args.join(' ')}`,
red: `\x1b[31m${args.join(' ')}`,
green: `\x1b[32m${args.join(' ')}`,
yellow: `\x1b[33m${args.join(' ')}`,
blue: `\x1b[34m${args.join(' ')}`,
magenta: `\x1b[35m${args const getSelectedText = () => window.getSelection().toString();
getSelectedText(); // 'Lorem ipsum'
def wrap_rich_text_lines(inp, cols):
"""Wrap RichTextLines according to maximum number of columns.
Produces a new RichTextLines object with the text lines, font_attr_segs and
annotations properly wrapped. This ought to be used sparingly, as in def calculate_prob(text: str) -> None:
"""
This method takes path and two dict as argument
and than calculates entropy of them.
:param dict:
:param dict:
:return: Prints
1) Entropy of information based on 1 alphabet
def _display_candidates(self, candidates):
"""Show candidates (e.g., tab-completion candidates) on multiple lines.
Args:
candidates: (list of str) candidates.
"""
if self._curr_unwrapped_output:
# Force refresh screen ou from torchtext.datasets import IMDB
from collections import Counter
from torchtext.data.utils import get_tokenizer
from torchtext.vocab import vocab
tokenizer = get_tokenizer('basic_english')
train_iter = IMDB(split='train')
test_iter = >>> itos = vocab.get_itos()
INPUT_DIM = len(TEXT.vocab) #~5,000 tokens
EMBEDDING_DIM = 100
HIDDEN_DIM = 64
e = nn.Embedding(INPUT_DIM, EMBEDDING_DIM)
l = nn.Linear(EMBEDDING_DIM, HIDDEN_DIM)
b = nn.BatchNorm1d(HIDDEN_DIM)
soft = nn.Softmax(dim=1)
out = nn.Linear(HIDimport torch.nn as nn
class MultiClassClassifer(nn.Module):
#define all the layers used in model
def __init__(self, vocab_size, embedding_dim, hidden_dim, output_dim):
#Constructor
super(MultiClassClassifer, self).__init_from torchtext.legacy.data import Field, TabularDataset, BucketIterator, Iterator
Community Discussions
Trending Discussions on text
QUESTION
This question is about two MAUI controls (Switch and ListView) - I'm asking about them both in the same question as I'm expecting the root cause of the problem to be the same for both controls. It's entirely possible that they're different problems that just share some common symptoms though. (CollectionView has similar issues, but other confounding factors that make it trickier to demonstrate.)
I'm using 2-way data binding in my MAUI app: changes to the data can either come directly from the user, or from a background polling task that checks whether the canonical data has been changed elsewhere. The problem I'm facing is that changes to the view model are not visually propagated to the Switch.IsToggled and ListView.SelectedItem properties, even though the controls do raise events showing that they've "noticed" the property changes. Other controls (e.g. Label and Checkbox) are visually updated, indicating that the view model notification is working fine and the UI itself is generally healthy.
Build environment: Visual Studio 2022 17.2.0 preview 2.1
App environment: Android, either emulator "Pixel 5 - API 30" or a real Pixel 6
The sample code is all below, but the fundamental question is whether this a bug somewhere in my code (do I need to "tell" the controls to update themselves for some reason?) or possibly a bug in MAUI (in which case I should presumably report it)?
Sample codeThe sample code below can be added directly a "File new project" MAUI app (with a name of "MauiPlayground" to use the same namespaces), or it's all available from my demo code repo. Each example is independent of the other - you can try just one. (Then update App.cs to set MainPage to the right example.)
Both examples have a very simple situation: a control with two-way binding to a view-model, and a button that updates the view-model property (to simulate "the data has been modified elsewhere" in the real app). In both cases, the control remains unchanged visually.
Note that I've specified {Binding ..., Mode=TwoWay} in both cases, even though that's the default for those properties, just to be super-clear that that isn't the problem.
The ViewModelBase code is shared by both examples, and is simply a convenient way of raising INotifyPropertyChanged.PropertyChanged without any extra dependencies:
ViewModelBase.cs:
...ANSWER
Answered 2022-Apr-09 at 18:07These both may be bugs with the currently released version of MAUI.
This bug was recently posted and there is already a fix for the Switch to address this issue.
QUESTION
I have been using github actions for quite sometime but today my deployments started failing. Below is the error from github action logs
...ANSWER
Answered 2022-Mar-16 at 07:01First, this error message is indeed expected on Jan. 11th, 2022.
See "Improving Git protocol security on GitHub".
January 11, 2022 Final brownout.
This is the full brownout period where we’ll temporarily stop accepting the deprecated key and signature types, ciphers, and MACs, and the unencrypted Git protocol.
This will help clients discover any lingering use of older keys or old URLs.
Second, check your package.json dependencies for any git:// URL, as in this example, fixed in this PR.
As noted by Jörg W Mittag:
For GitHub Actions:There was a 4-month warning.
The entire Internet has been moving away from unauthenticated, unencrypted protocols for a decade, it's not like this is a huge surprise.Personally, I consider it less an "issue" and more "detecting unmaintained dependencies".
Plus, this is still only the brownout period, so the protocol will only be disabled for a short period of time, allowing developers to discover the problem.
The permanent shutdown is not until March 15th.
As in actions/checkout issue 14, you can add as a first step:
QUESTION
I updated my Chrome and Chromedriver to the latest version yesterday, and since then I get the following error messages when running my Cucumber features:
...ANSWER
Answered 2022-Feb-03 at 08:25It seems something has changed in the new version of ChromeDriver and it is no longer possible to send some special chars directly using send_keys method.
In this link you will see how it is solved (in C#) --> Selenium - SendKeys("@") write an "à"
And regarding python implementation, check this out --> https://www.geeksforgeeks.org/special-keys-in-selenium-python/
Specifically, my implementation was (using MAC):
QUESTION
I have a dictionary of the form:
...ANSWER
Answered 2022-Feb-21 at 05:50I believe this will work:
For each list, we will filter the values where conf is negative, and after that we will filter conf itself.
QUESTION
I am currently setting up a boilerplate with React, Typescript, styled components, webpack etc. and I am getting an error when trying to run eslint:
Error: Must use import to load ES Module
Here is a more verbose version of the error:
...ANSWER
Answered 2022-Mar-15 at 16:08I think the problem is that you are trying to use the deprecated babel-eslint parser, last updated a year ago, which looks like it doesn't support ES6 modules. Updating to the latest parser seems to work, at least for simple linting.
So, do this:
- In package.json, update the line
"babel-eslint": "^10.0.2",to"@babel/eslint-parser": "^7.5.4",. This works with the code above but it may be better to use the latest version, which at the time of writing is 7.16.3. - Run
npm ifrom a terminal/command prompt in the folder - In .eslintrc, update the parser line
"parser": "babel-eslint",to"parser": "@babel/eslint-parser", - In .eslintrc, add
"requireConfigFile": false,to the parserOptions section (underneath"ecmaVersion": 8,) (I needed this or babel was looking for config files I don't have) - Run the command to lint a file
Then, for me with just your two configuration files, the error goes away and I get appropriate linting errors.
QUESTION
I was asked to create such an object called foo that can chain the function log and wait.
For example:
...ANSWER
Answered 2021-Dec-31 at 10:21It's always better to use promises. An implementation of this functionality could be;
QUESTION
After upgrading to android 12, the application is not compiling. It shows
"Manifest merger failed with multiple errors, see logs"
Error showing in Merged manifest:
Merging Errors: Error: android:exported needs to be explicitly specified for . Apps targeting Android 12 and higher are required to specify an explicit value for
android:exportedwhen the corresponding component has an intent filter defined. See https://developer.android.com/guide/topics/manifest/activity-element#exported for details. main manifest (this file)
I have set all the activity with android:exported="false". But it is still showing this issue.
My manifest file:
...ANSWER
Answered 2021-Aug-04 at 09:18I'm not sure what you're using to code, but in order to set it in Android Studio, open the manifest of your project and under the "activity" section, put android:exported="true"(or false if that is what you prefer). I have attached an example.
QUESTION
Is there a way to put text along a density line, or for that matter, any path, in ggplot2? By that, I mean either once as a label, in this style of xkcd: 1835, 1950 (middle panel), 1392, or 2234 (middle panel). Alternatively, is there a way to have the line be repeating text, such as this xkcd #930 ? My apologies for all the xkcd, I'm not sure what these styles are called, and it's the only place I can think of that I've seen this before to differentiate areas in this way.
Note: I'm not talking about the hand-drawn xkcd style, nor putting flat labels at the top
I know I can place a straight/flat piece of text, such as via annotate or geom_text, but I'm curious about bending such text so it appears to be along the curve of the data.
I'm also curious if there is a name for this style of text-along-line?
Example ggplot2 graph using annotate(...):
Above example graph modified with curved text in Inkscape:
Edit: Here's the data for the first two trial runs in March and April, as requested:
...ANSWER
Answered 2021-Nov-08 at 11:31Great question. I have often thought about this. I don't know of any packages that allow it natively, but it's not terribly difficult to do it yourself, since geom_text accepts angle as an aesthetic mapping.
Say we have the following plot:
QUESTION
I'm having trouble understanding how/why parentheses work where they otherwise should not work®.
...ANSWER
Answered 2022-Jan-09 at 16:14Note: When referring to documentation and source code, I provide links to an unofficial GitHub mirror of R's official Subversion repository. The links are bound to commit 97b6424 in the GitHub repo, which maps to revision 81461 in the Subversion repo (the latest at the time of this edit).
substitute is a "special" whose arguments are not evaluated (doc).
QUESTION
I have been struggling all morning with this issue and couldn't find the solution anywhere. I am new to typescript, and I am trying to set it up properly with Eslint and Prettier to ensure the code is properly formated.
So, the issue I am facing when creating functional components. As per the cheatsheet, I am trying to export a simple component such as:
...ANSWER
Answered 2021-Nov-11 at 16:43Ok, so I don't know if it is the correct answer, but finally changing the settings in Eslint helped me to change the type of function for Components. I added the following rule to my .eslintrc.js file:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install text
You can use text 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.
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