Skip to main content

patent-parsing-tools is a library providing tools for generating training and test set from Google's USPTO data helpful with for testing machine learning algorithms

Project description

[![Build Status](]( [![Documentation Status](]( ![patent-parsing-tools CI](

## Documentation

[Read the docs](

## System requirements:

`Bash sudo yum install python-devel libxslt-devel libxml2-devel `

## Python requirements:

`Bash pip install -r requirements.txt `

## Running:

Collecting and serializing data: `Bash python -m patent_parsing_tools.supervisor [working_directory] [train_destination] [test_destination] [year_from] [year_to] `

Eg. `Bash python -m patent_parsing_tools.supervisor patents/working_directory patents/train_destination patents/test_destination 2014 2015 `

Generating dictionary with train set: `Bash python -m patent_parsing_tools.bow.dictionary_maker [train_directory] [max_parsed_patents] [dict_max_size] [dictionary_name] `

Eg. `Bash python -m patent_parsing_tools.bow.dictionary_maker patents/train_destination 1000000000 4096 dictionary.txt `

Generate bag of words with train set and test set: `Bash python -m patent_parsing_tools.bow.bag_of_words [directory_with_serialized_patents] [destination_directory] [dictionary.txt] [package_size > 1024] `

Eg. `Bash python -m patent_parsing_tools.bow.bag_of_words patents/train_destination patents/final_dataset_train dictionary.txt 1048576 python -m patent_parsing_tools.bow.bag_of_words patents/test_destination patents/final_dataset_test dictionary.txt 1048576 `

## Running tests

`Bash python -m unittest discover . `

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for patent-parsing-tools, version 0.9.2
Filename, size File type Python version Upload date Hashes
Filename, size patent_parsing_tools-0.9.2-py3-none-any.whl (1.6 MB) File type Wheel Python version py3 Upload date Hashes View
Filename, size patent-parsing-tools-0.9.2.tar.gz (1.5 MB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page