squad | Starter code for Stanford CS224n default final project | Natural Language Processing library

by chrischute Python Version: Current License: MIT

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

kandi X-RAY | squad Summary

squad is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Bert, Neural Network applications. squad has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. You can download it from GitHub.

Starter code for Stanford CS224n default final project on SQuAD 2.0

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Quality

Security

License

Reuse

Support

squad has a highly active ecosystem.

It has 179 star(s) with 217 fork(s). There are 8 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 3 have been closed. On average issues are closed in 68 days. There are no pull requests.

It has a positive sentiment in the developer community.

The latest version of squad is current.

Quality

squad has 0 bugs and 4 code smells.

Security

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

squad code analysis shows 0 unresolved vulnerabilities.

There are 2 security hotspots that need review.

License

squad 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

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

Build file is available. You can build the component from source.

Installation instructions are available. Examples and code snippets are not available.

squad saves you 541 person hours of effort in developing the same functionality from scratch.

It has 1267 lines of code, 80 functions and 7 files.

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

Top functions reviewed by kandi - BETA

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

Evaluate the given model
Computes the evaluation of the prediction
Updates the statistics
Discretize pairwise probabilities
Convert tokens to a dictionary
Save a model to disk
Log a message
Argument parser
Add common arguments to the given parser
Arguments for training
Add training and test arguments
Download and unzip files
Assign parameters to model
Compute the F1 score
Get a list of available GPUs
Load a torch from a json file
Forward computation
Compute the evaluation of the gold score
Return the path to save
Get arguments for test
Load a GPU model from a checkpoint file
Preprocess the training set
Visualize prediction
Get a logger for logging
Convert words into features
Discretizes pairwise probabilities
Resume gradients

Get all kandi verified functions for this library.

squad Key Features

No Key Features are available at this moment for squad.

squad Examples and Code Snippets

No Code Snippets are available at this moment for squad.

Community Discussions

Trending Discussions on squad

I'm using bert pre-trained model for question and answering. It's returning correct result but with lot of spaces between the text

Upgrading to EsLint: Error with angular.json (schematics:convert-tslint-to-eslint)

Aggregating rows while filtering by them

How can I extract multiple elements from a matrix in an APL tacit function?

Python Beautiful Soup Web Scraping Transfermkt Arrays Not all Same Length

node.js mysql query update from an array

Python: BERT Tokenizer cannot be loaded

Embed.set_image is not showing image

Pandas Merge two column to another Dataframe column

How to sort strings based on the integer value present inside it in JAVA

QUESTION

I'm using bert pre-trained model for question and answering. It's returning correct result but with lot of spaces between the text

Asked 2021-Jun-15 at 17:14

I'm using bert pre-trained model for question and answering. It's returning correct result but with lot of spaces between the text

The code is below :

...

ANSWER

Answered 2021-Jun-15 at 17:14

You can just use the tokenizer decode function:

Source https://stackoverflow.com/questions/67990545

QUESTION

Upgrading to EsLint: Error with angular.json (schematics:convert-tslint-to-eslint)

Asked 2021-Jun-05 at 08:41

I wanted to upgrade my project to ESLint and was following this tutorial:

https://blog.ninja-squad.com/2021/03/31/migrating-from-tslint-to-eslint/

I did the first command, ng add @angular-eslint/schematics, which worked. But then, after executing ng g @angular-eslint/schematics:convert-tslint-to-eslint your_project_name I got the following error:

I looked at this post already: How to run @angular-eslint/schematics:convert-tslint-to-eslint, but nothing about it helped.

This seems like an easy error to google but either I searched incorrectly or this really is some unusual problem. Obviously, I cannot delete the angular.json file. What might cause this?

My TsLint version: 6.1.0

My Angular version: 12.0.2

Note that I upgraded to Angular 12 a week ago, before it was Angular 11.

...

ANSWER

Answered 2021-Jun-05 at 08:27

I tried the same upgrade in my project and added

Source https://stackoverflow.com/questions/67847061

QUESTION

Aggregating rows while filtering by them

Asked 2021-Jun-03 at 09:27

Let's say I have a PostgreSQL table called teams with the columns team_id and team_name.

...

ANSWER

Answered 2021-Jun-03 at 09:27

Use HAVING to filter out teams. Use CASE WHEN to decide which members to display.

Source https://stackoverflow.com/questions/67806151

QUESTION

How can I extract multiple elements from a matrix in an APL tacit function?

Asked 2021-Jun-01 at 13:33

(Dyalog) APL learner question

If I have a matrix Y:

...

ANSWER

Answered 2021-Jun-01 at 13:30

(1 1)(2 2)⌷¨⊂Y

Source https://stackoverflow.com/questions/67789517

QUESTION

Python Beautiful Soup Web Scraping Transfermkt Arrays Not all Same Length

Asked 2021-May-25 at 16:48

I am looking to scrape data for teams over a period of years across countries from https://www.transfermarkt.com/premier-league/startseite/wettbewerb/GB1/plus/?saison_id=2019

This site is an example of what I am looking to scrape including the table with squad size, etc. in the middle of the page as well as the table with the match data on the right side of the page. I am using Beautiful Soup in python.

Here is the code I have so far:

...

ANSWER

Answered 2021-May-25 at 16:48

It'd be helpful if you'd specify what part of your code throws the error. I'm assuming its the part where you initialize df_soccer1.

Your problem is that try: executes until it doesn't, which means if there are only 5 in a , text is appended to team, squad and age, then an error is thrown because you are iterating over more than there are and nothing is appended to foreigners and the other two data points. This means your arrays are of uneven length.

Following code seperates the steps, it first extracs the text from all and only if all of them were returned, the information is appended, else '' is appended.

Source https://stackoverflow.com/questions/67689145

QUESTION

node.js mysql query update from an array

Asked 2021-May-18 at 03:43

i am beginner in node.js , i hava an array of json data and i wanted to update my table squad by all the rows of my json array , so i used a loop , and then after i execute , i can only see the json input with console.log(data.players) but there is no response or anything , like the function is dead , no errors , the update is not done , just displaying the entry data

Here the input data:

...

ANSWER

Answered 2021-May-18 at 03:43

It seems you just moved callback of pool.query function outside of the loop.

Try the following:

Source https://stackoverflow.com/questions/67578645

QUESTION

Python: BERT Tokenizer cannot be loaded

Asked 2021-May-17 at 10:24

I am working on the bert-base-mutilingual-uncased model but when I try to set the TOKENIZER in the config it throws an OSError.

Model Config ...

ANSWER

Answered 2021-May-17 at 10:24

I think this should work:

Source https://stackoverflow.com/questions/67567587

QUESTION

Embed.set_image is not showing image

Asked 2021-May-14 at 06:00

When pass a URL for to the method Embed.set_image(), no image is sent. It's a HTTP(S) and according to the docs it should open.

The link will redirect to another one this might be the issue but I can't find a way around that.

What is weird is that sometime is works and sometimes it doesn't.

Here are two samples:

https://squad.gamepedia.com/Special:FilePath/Kamdesh_Invasion_V1_CAF.jpg (Doesn't work)

https://squad.gamepedia.com/Special:FilePath/Al_Basrah_AAS_V1.jpg (Working)

Simple code to test with:

...

ANSWER

Answered 2021-May-14 at 06:00

After some research appeared that the URL is not redirecting correctly.

This is the old (not working all the time)

Source https://stackoverflow.com/questions/67512201

QUESTION

Pandas Merge two column to another Dataframe column

Asked 2021-May-13 at 13:47

I want to merge two columns to another dataframe based on Squad column df1

...

ANSWER

Answered 2021-May-13 at 13:47

TRY:

Source https://stackoverflow.com/questions/67519806

QUESTION

How to sort strings based on the integer value present inside it in JAVA

Asked 2021-May-13 at 05:53

suppose I have different sets of strings like:

String 1 :- Indian Chess League 2021 Online (Play From Home) E Sports price 99 onwards

String 2 :- Weekly Chess Maha Muqabla Online (Play From Home) E Sports price 225 onwards

String 3 :- Call of Duty Mobile Tournament Online (Play From Home) E Sports price 300 onwards

String 4 :- Green 10KM Challenge – Get India`s Biggest Medal Your Place and Your Time: India E Sports price 399

String 5 :- Free Fire Solo And Squad (Bermuda) Online (Play From Home) E Sports price 100 onwards

*String 6 :- Johnson Call Of Duty Mobile Tournament Online (Play From Home) E Sports price 100 onwards

String 8 :- Online Martial Arts Coaching for Kids at Home Online Streaming Mixed Martial Arts price 1180 onwards

String 9:- Call of Duty Battle Royale In Aid Of Sightsavers Online (Play From Home): India E Sports price 100

Here, I have print the strings in the ascending order based on the price, so how can I do it.

Thanks in advance. :) Preferred language is JAVA

...

ANSWER

Answered 2021-May-12 at 18:24

You can probably use a comparator and remove all of the non-number characters then compare those numbers and order them accordingly. maybe this can point you in the correct direction: Sorting Strings that contains number in Java

Source https://stackoverflow.com/questions/67508619

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

Vulnerabilities

No vulnerabilities reported

Install squad

Make sure you have Miniconda installed. cd into src, run conda env create -f environment.yml. Run source activate squad. Browse the code in train.py.
Make sure you have Miniconda installed Conda is a package manager that sandboxes your project’s dependencies in a virtual environment Miniconda contains Conda and its dependencies with no extra packages by default (as opposed to Anaconda, which installs some extra packages)
cd into src, run conda env create -f environment.yml This creates a Conda environment called squad
Run source activate squad This activates the squad environment Do this each time you want to write/test your code
Run python setup.py This downloads SQuAD 2.0 training and dev sets, as well as the GloVe 300-dimensional word vectors (840B) This also pre-processes the dataset for efficient data loading For a MacBook Pro on the Stanford network, setup.py takes around 30 minutes total
Browse the code in train.py The train.py script is the entry point for training a model. It reads command-line arguments, loads the SQuAD dataset, and trains a model. You may find it helpful to browse the arguments provided by the starter code. Either look directly at the parser.add_argument lines in the source code, or run python train.py -h.

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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