bicleaner | parallel corpus classifier | Natural Language Processing library
kandi X-RAY | bicleaner Summary
kandi X-RAY | bicleaner Summary
bicleaner is a Python library typically used in Artificial Intelligence, Natural Language Processing applications. bicleaner has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. However bicleaner build file is not available. You can install using 'pip install bicleaner' or download it from GitHub, PyPI.
Bicleaner (bicleaner-classify) is a tool in Python that aims at detecting noisy sentence pairs in a parallel corpus. It indicates the likelihood of a pair of sentences being mutual translations (with a value near to 1) or not (with a value near to 0). Sentence pairs considered very noisy are scored with 0. Although a training tool (bicleaner-train) is provided, you may want to use the available ready-to-use language packages. Please, visit or use ./utils/download-pack.sh to download the latest language packages. Visit our Wiki for a detailed example on Bicleaner training.
Bicleaner (bicleaner-classify) is a tool in Python that aims at detecting noisy sentence pairs in a parallel corpus. It indicates the likelihood of a pair of sentences being mutual translations (with a value near to 1) or not (with a value near to 0). Sentence pairs considered very noisy are scored with 0. Although a training tool (bicleaner-train) is provided, you may want to use the available ready-to-use language packages. Please, visit or use ./utils/download-pack.sh to download the latest language packages. Visit our Wiki for a detailed example on Bicleaner training.
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Support
bicleaner has a low active ecosystem.
It has 128 star(s) with 19 fork(s). There are 13 watchers for this library.
There were 1 major release(s) in the last 12 months.
There are 0 open issues and 49 have been closed. On average issues are closed in 16 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of bicleaner is 0.17.4
Quality
bicleaner has 0 bugs and 0 code smells.
Security
bicleaner has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
bicleaner code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
bicleaner is licensed under the GPL-3.0 License. This license is Strong Copyleft.
Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.
Reuse
bicleaner releases are available to install and integrate.
Deployable package is available in PyPI.
bicleaner has no build file. You will be need to create the build yourself to build the component from source.
Installation instructions, examples and code snippets are available.
It has 2266 lines of code, 110 functions and 19 files.
It has high code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi has reviewed bicleaner and discovered the below as its top functions. This is intended to give you an instant insight into bicleaner implemented functionality, and help decide if they suit your requirements.
- Performs training
- Train a classifier
- Maps input lines to jobs queue
- Close the tokenizer
- Perform classification
- Classifier function
- Process the mapping
- Compute the classification
- Prune a dictionary
- Prune translations for given ratio
- Calculate the maximum number of words in a dictionary
- Main worker function
- Compute the number of n - grams that are not in a dictionary
- Classifier
- Compute the n - grams that are not in the given dictionary
- Compute the qmax score for a given dictionary
- Setup logging
- Shuffle a file
- Performs a reduce process
Get all kandi verified functions for this library.
bicleaner Key Features
No Key Features are available at this moment for bicleaner.
bicleaner Examples and Code Snippets
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for event, elem in etree.iterparse('xml_try.txt', events=('start', 'end')):
if elem.tag == 'tuv' and event == 'start':
if elem.get('{http://www.w3.org/XML/1998/namespace}lang') == 'en':
if elem.find('seg') is not None:
Community Discussions
Trending Discussions on bicleaner
QUESTION
Tag unrecognized during iterparsing using lxml
Asked 2019-Mar-18 at 20:06
I have a really weird problem with lxml, I try to parse my xml file with iterparse as follow:
...ANSWER
Answered 2019-Mar-17 at 13:20I'm not sure if this is what you're looking (I'm pretty new to this myself), but
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install bicleaner
Bicleaner is written in Python and can be installed using pip:.
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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