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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

## 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] `

Generating dictionary with train set

`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 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


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