newsqa | Tools for using Maluuba 's NewsQA Dataset | Dataset library

by Maluuba Python Version: Current License: Non-SPDX

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

kandi X-RAY | newsqa Summary

newsqa is a Python library typically used in Artificial Intelligence, Dataset applications. newsqa has no bugs, it has no vulnerabilities, it has build file available and it has low support. However newsqa has a Non-SPDX License. You can download it from GitHub.

We originally only compiled to CSV but now we also build a JSON file.

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Quality

Security

License

Reuse

Support

newsqa has a low active ecosystem.

It has 244 star(s) with 56 fork(s). There are 38 watchers for this library.

It had no major release in the last 6 months.

There are 5 open issues and 21 have been closed. On average issues are closed in 87 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of newsqa is current.

Quality

newsqa has 0 bugs and 0 code smells.

Security

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

newsqa code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

newsqa has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

newsqa 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, examples and code snippets are available.

newsqa saves you 532 person hours of effort in developing the same functionality from scratch.

It has 1246 lines of code, 74 functions and 13 files.

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

Top functions reviewed by kandi - BETA

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

Pack the dataset as JSON
Calculate the consensus answer
Returns a list of answers
Returns a dict of the training data
Refine the answers in the given token list
Check if two spans overlap
Find the most overlap between the given ranges
Tokenize the newsQA dataset
Unpack a dataset
Pack a tqdm task
Returns the answer length of the answer
Get the answers from the dataset
Load the combined questions from a file
Get a logger
Create a list of spans from the tagged text
Rebase a list of spans
Compute the average answer length for each question
Gather questions and answers
Loads data from the newsQA dataset
Write data to a csv file
Get the number of words in question
Returns a list of valid spans from a string
Return a list of spans from a string
Simplify training data
Extract version number from path
Convert a spanrack to a string

Get all kandi verified functions for this library.

newsqa Key Features

No Key Features are available at this moment for newsqa.

newsqa Examples and Code Snippets

No Code Snippets are available at this moment for newsqa.

Community Discussions

Trending Discussions on newsqa

Docker: ImportError: No module named pandas

QUESTION

Docker: ImportError: No module named pandas

Asked 2018-Nov-18 at 09:06

I'm trying to work on the code in this GitHub repository to process datasets from News articles. I'm following their docker installation steps and the first two execute without any errors.

However, with the third one, docker run --rm -it -v ${PWD}:/usr/src/newsqa --name newsqa maluuba/newsqa python maluuba/newsqa/data_generator.py, I get the following error:

...

ANSWER

Answered 2018-Nov-18 at 09:06

The issue is that if you run it like this: docker run --rm -it -v ${PWD}:/usr/src/newsqa --name newsqa maluuba/newsqa python maluuba/newsqa/data_generator.py

bash never enters the picture, therefore the correct version of the Python environment is never chosen (in fact, only Python will be running, no shell at all).

An easy fix is to invoke it like this: docker run --rm -it -v ${PWD}:/usr/src/newsqa --name newsqa newsqa /bin/bash --login -c "python maluuba/newsqa/data_generator.py"

which will execute it via bash with the --login option will also source the necessary environment.

Source https://stackoverflow.com/questions/53357766

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

Vulnerabilities

No vulnerabilities reported

Install newsqa

To tokenize and split the dataset into train, dev, and test, to match the paper run:. The warnings from the tokenizer are normal. To make sure that everything is extracted right, run. All tests should pass.
Clone this repo.
Download the tar.gz file for the questions and answers from here to the maluuba/newsqa folder. No need to extract anything.
Download the CNN stories from here to the maluuba/newsqa folder (for legal and technical reasons, we can't distribute this to you).
Use Python 2.7 to package the dataset (Python 2.7 was originally used to handle the stories and they got encoded strangely - once the dataset is packaged by these scripts, you should be able to load the files with whatever tools you'd like). You can create a Conda environment like so:
Install the requirements in your environment:
(Optional - Tokenization) To tokenize the data, you must install a JDK (Java Development Kit) so that you can compile and run Java code.
(Optional - Tokenization) To tokenize the data, you must get some JAR files. We use some libraries from Stanford. You just need to put the English option of version 3.6.0 in the maluuba/newsqa folder.

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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