italian-csv-type-prediction 1.1.39

Attempt at predicting common types in CSVs about Italian people and places using Spacy NLP tool.

This package is an attempt at predicting common types in CSVs about Italian people and places using ensemble heuristics with Decision Random Forests and Spacy NLP tool.

How do I install this package?

As usual, just download it using pip:

pip install italian_csv_type_prediction

Tests Coverage

Since some software handling coverages sometimes get slightly different results, here’s three of them:

Usage examples

To get the typization of a list of data you can use:

from italian_csv_type_prediction import predict_types

predictions = predict_types([
    #list of words to predict goes here
])

Currently supported types

We currently support the following types:

TODO

Implementation notes

To train on GPU: https://mc.ai/spacy-training-using-gpu/