mlconjug 1.0.0

A Python library to conjugate verbs using Machine Learning techiques.

MLConjug

A Python library to conjugate verbs of Romance languages using Machine Learning techniques. Any verb in one of the supported language can be conjugated as the module contains a Machine Learning model of how romance verbs behave. Even completely new or made-up verbs can be successfully conjugated in this manner. The supplied pre-trained models are composed of:

• a binary feature extractor,

• a feature selector using Linear Support Vector Classification,

• a classifier using Stochastic Gradient Descent.

MLConjug uses scikit-learn to implement the Machine Learning algorithms. Users of the library can use any compatible classifiers from scikit-learn to modify and retrain the model.

The training data is based on Verbiste https://perso.b2b2c.ca/~sarrazip/dev/verbiste.html .

• Free software: MIT license

• Documentation: https://mlconjug.readthedocs.io.

Supported Languages

• French

• Spanish (coming in next update)

• Italian (coming in next update)

• Portuguese (coming in next update)

Features

• Easy to use API.

• Includes a pre-trained model with 99.53% accuracy in predicting conjugation class of unknown verbs.

• Easily train new models or add new romance language.

• Easily integrate MLConjug in your own projects.

• Can be used as a command line tool.

Credits

This package was created with the help of Verbiste and scikit-learn.

History

1.0.0 (2018-06-10)

• First release on PyPI.