|Build Status| |Coverage Status| |image2| |Docs|
LexNLP by LexPredict
====================
Information retrieval and extraction for real, unstructured legal text
----------------------------------------------------------------------
LexNLP is a library for working with real, unstructured legal text,
including contracts, plans, policies, procedures, and other material.
LexNLP provides functionality such as:
--------------------------------------
- Segmentation and tokenization, such as
- A sentence parser that is aware of common legal abbreviations like
LLC. or F.3d.
- Pre-trained segmentation models for legal concepts such as pages
or sections.
- Pre-trained word embedding and topic models, broadly and for specific
practice areas
- Pre-trained classifiers for document type and clause type
- Broad range of fact extraction, such as:
- Monetary amounts, non-monetary amounts, percentages, ratios
- Conditional statements and constraints, like "less than" or "later
than"
- Dates, recurring dates, and durations
- Courts, regulations, and citations
- Tools for building new clustering and classification methods
- Hundreds of unit tests from real legal documents
.. figure:: https://s3.amazonaws.com/lexpredict.com-marketing/graphics/lexpredict_lexnlp_logo_horizontal_1.png
:alt: Logo
Information
===========
- ContraxSuite: https://contraxsuite.com/
- LexPredict: https://lexpredict.com/
- Official Website: https://contraxsuite.com/lexnlp/
- Documentation: http://lexpredict-lexnlp.readthedocs.io/en/latest/
(in progress)
- Contact: support@contraxsuite.com
Structure
---------
- ContraxSuite web application:
https://github.com/LexPredict/lexpredict-contraxsuite
- LexNLP library for extraction:
https://github.com/LexPredict/lexpredict-lexnlp
- ContraxSuite pre-trained models and "knowledge sets":
https://github.com/LexPredict/lexpredict-legal-dictionary
- ContraxSuite agreement samples:
https://github.com/LexPredict/lexpredict-contraxsuite-samples
- ContraxSuite deployment automation:
https://github.com/LexPredict/lexpredict-contraxsuite-deploy
Please note that ContraxSuite installations generally require trained models
or knowledge sets for usage.
Licensing
---------
LexNLP is available under a dual-licensing model. By default, this
library can be used under AGPLv3 terms as detailed in the repository
LICENSE file; however, organizations can request a release from the AGPL
terms or a non-GPL evaluation license by contacting ContraxSuite Licensing at
<license@contraxsuite.com>.
Requirements
------------
- Python 3.8
- see python-requirements.txt file for full information
Releases
--------
- 2.2.1.0: August 10, 2022 - Twenty fifth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.2.1.0>`__
- 2.2.0: July 7, 2022 - Twenty fourth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.2.0>`__
- 2.1.0: September 16, 2021 - Twenty third scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.1.0>`__
- 2.0.0: May 10, 2021 - Twenty second scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.0.0>`__
- 1.8.0: December 2, 2020 - Twenty first scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.8.0>`__
- 1.7.0: August 27, 2020 - Twentieth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.7.0>`__
- 1.6.0: May 27, 2020 - Nineteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.6.0>`__
- 1.4.0: December 20, 2019 - Eighteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.4.0>`__
- 1.3.0: November 1, 2019 - Seventeenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.3.0>`__
- 0.2.7: August 1, 2019 - Sixteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.7>`__
- 0.2.6: June 12, 2019 - Fifteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.6>`__
- 0.2.5: March 1, 2019 - Fourteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.5>`__
- 0.2.4: February 1, 2019 - Thirteenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.4>`__
- 0.2.3: Junuary 10, 2019 - Twelfth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.3>`__
- 0.2.2: September 30, 2018 - Eleventh scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.2>`__
- 0.2.1: August 24, 2018 - Tenth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.1>`__
- 0.2.0: August 1, 2018 - Ninth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.0>`__
- 0.1.9: July 1, 2018 - Ninth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.9>`__
- 0.1.8: May 1, 2018 - Eighth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.8>`__
- 0.1.7: April 1, 2018 - Seventh scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.7>`__
- 0.1.6: March 1, 2018 - Sixth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.6>`__
- 0.1.5: February 1, 2018 - Fifth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.5>`__
- 0.1.4: January 1, 2018 - Fourth scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.4>`__
- 0.1.3: December 1, 2017 - Third scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.3>`__
- 0.1.2: November 1, 2017 - Second scheduled public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.2>`__
- 0.1.1: October 2, 2017 - Bug fix release for 0.1.0;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.1>`__
- 0.1.0: September 30, 2017 - First public release;
`code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.0>`__
.. |Build Status| image:: https://travis-ci.org/LexPredict/lexpredict-lexnlp.svg?branch=master
:target: https://travis-ci.org/LexPredict/lexpredict-lexnlp
.. |Coverage Status| image:: https://coveralls.io/repos/github/LexPredict/lexpredict-lexnlp/badge.svg?branch=master
:target: https://coveralls.io/github/LexPredict/lexpredict-lexnlp?branch=1.4.0
.. |image2| image:: https://tokei.rs/b1/github/lexpredict/lexpredict-lexnlp?category=code
:target: https://github.com/lexpredict/lexpredict-lexnlp
.. |Docs| image:: https://readthedocs.org/projects/lexpredict-lexnlp/badge/?version=docs-1.4.0
:target: http://lexpredict-lexnlp.readthedocs.io/en/docs-1.4.0/
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"description": "|Build Status| |Coverage Status| |image2| |Docs|\n\nLexNLP by LexPredict\n====================\n\nInformation retrieval and extraction for real, unstructured legal text\n----------------------------------------------------------------------\n\nLexNLP is a library for working with real, unstructured legal text,\nincluding contracts, plans, policies, procedures, and other material.\n\nLexNLP provides functionality such as:\n--------------------------------------\n\n- Segmentation and tokenization, such as\n\n - A sentence parser that is aware of common legal abbreviations like\n LLC. or F.3d.\n - Pre-trained segmentation models for legal concepts such as pages\n or sections.\n\n- Pre-trained word embedding and topic models, broadly and for specific\n practice areas\n- Pre-trained classifiers for document type and clause type\n- Broad range of fact extraction, such as:\n\n - Monetary amounts, non-monetary amounts, percentages, ratios\n - Conditional statements and constraints, like \"less than\" or \"later\n than\"\n - Dates, recurring dates, and durations\n - Courts, regulations, and citations\n\n- Tools for building new clustering and classification methods\n- Hundreds of unit tests from real legal documents\n\n.. figure:: https://s3.amazonaws.com/lexpredict.com-marketing/graphics/lexpredict_lexnlp_logo_horizontal_1.png\n :alt: Logo\n\nInformation\n===========\n\n- ContraxSuite: https://contraxsuite.com/\n- LexPredict: https://lexpredict.com/\n- Official Website: https://contraxsuite.com/lexnlp/\n- Documentation: http://lexpredict-lexnlp.readthedocs.io/en/latest/\n (in progress)\n- Contact: support@contraxsuite.com\n\nStructure\n---------\n\n- ContraxSuite web application:\n https://github.com/LexPredict/lexpredict-contraxsuite\n- LexNLP library for extraction:\n https://github.com/LexPredict/lexpredict-lexnlp\n- ContraxSuite pre-trained models and \"knowledge sets\":\n https://github.com/LexPredict/lexpredict-legal-dictionary\n- ContraxSuite agreement samples:\n https://github.com/LexPredict/lexpredict-contraxsuite-samples\n- ContraxSuite deployment automation:\n https://github.com/LexPredict/lexpredict-contraxsuite-deploy\n\nPlease note that ContraxSuite installations generally require trained models\nor knowledge sets for usage.\n\nLicensing\n---------\n\nLexNLP is available under a dual-licensing model. By default, this\nlibrary can be used under AGPLv3 terms as detailed in the repository\nLICENSE file; however, organizations can request a release from the AGPL\nterms or a non-GPL evaluation license by contacting ContraxSuite Licensing at\n<license@contraxsuite.com>.\n\nRequirements\n------------\n\n- Python 3.8\n- see python-requirements.txt file for full information\n\nReleases\n--------\n\n- 2.2.1.0: August 10, 2022 - Twenty fifth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.2.1.0>`__\n- 2.2.0: July 7, 2022 - Twenty fourth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.2.0>`__\n- 2.1.0: September 16, 2021 - Twenty third scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.1.0>`__\n- 2.0.0: May 10, 2021 - Twenty second scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/2.0.0>`__\n- 1.8.0: December 2, 2020 - Twenty first scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.8.0>`__\n- 1.7.0: August 27, 2020 - Twentieth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.7.0>`__\n- 1.6.0: May 27, 2020 - Nineteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.6.0>`__\n- 1.4.0: December 20, 2019 - Eighteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.4.0>`__\n- 1.3.0: November 1, 2019 - Seventeenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/1.3.0>`__\n- 0.2.7: August 1, 2019 - Sixteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.7>`__\n- 0.2.6: June 12, 2019 - Fifteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.6>`__\n- 0.2.5: March 1, 2019 - Fourteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.5>`__\n- 0.2.4: February 1, 2019 - Thirteenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.4>`__\n- 0.2.3: Junuary 10, 2019 - Twelfth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.3>`__\n- 0.2.2: September 30, 2018 - Eleventh scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.2>`__\n- 0.2.1: August 24, 2018 - Tenth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.1>`__\n- 0.2.0: August 1, 2018 - Ninth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.2.0>`__\n- 0.1.9: July 1, 2018 - Ninth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.9>`__\n- 0.1.8: May 1, 2018 - Eighth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.8>`__\n- 0.1.7: April 1, 2018 - Seventh scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.7>`__\n- 0.1.6: March 1, 2018 - Sixth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.6>`__\n- 0.1.5: February 1, 2018 - Fifth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.5>`__\n- 0.1.4: January 1, 2018 - Fourth scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.4>`__\n- 0.1.3: December 1, 2017 - Third scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.3>`__\n- 0.1.2: November 1, 2017 - Second scheduled public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.2>`__\n- 0.1.1: October 2, 2017 - Bug fix release for 0.1.0;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.1>`__\n- 0.1.0: September 30, 2017 - First public release;\n `code <https://github.com/LexPredict/lexpredict-lexnlp/tree/0.1.0>`__\n\n.. |Build Status| image:: https://travis-ci.org/LexPredict/lexpredict-lexnlp.svg?branch=master\n :target: https://travis-ci.org/LexPredict/lexpredict-lexnlp\n.. |Coverage Status| image:: https://coveralls.io/repos/github/LexPredict/lexpredict-lexnlp/badge.svg?branch=master\n :target: https://coveralls.io/github/LexPredict/lexpredict-lexnlp?branch=1.4.0\n.. |image2| image:: https://tokei.rs/b1/github/lexpredict/lexpredict-lexnlp?category=code\n :target: https://github.com/lexpredict/lexpredict-lexnlp\n.. |Docs| image:: https://readthedocs.org/projects/lexpredict-lexnlp/badge/?version=docs-1.4.0\n :target: http://lexpredict-lexnlp.readthedocs.io/en/docs-1.4.0/\n",
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