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Telefónica I+D Machine Learning Workflow Framework

Project description

Installation

pip install tidml

Usage

See examples and tests directories.

Development

make install-dev

make test

make coverage

To-Do

  • Multinomial Naive Bayes classifier example

  • Evaluation / Hyperparameter tuning

  • Incremental training (eg. partial_fit)

  • Document, document, document…

Wish list

  • CLI

  • Flask/Django/other microservice

  • Docker/other deployment

  • H2O.ai integration

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