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A metaheuristic-based framework for optimizing machine learning pipelines

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Human Language Technologies Optimization Framework

To try the examples run

python -m hltopt.examples.simple_function

Or

python -m hltopt.examples.sklearn_opinion

Requirements

Basic requirements are Python 3.5 or greater.

The sklearn_opinion example requires sklearn, nltk and the movie_reviews corpus. To install these requirements, follow the instructions here and here.

If you have pip installed, some quick steps are:

pip install -U sklearn
pip install -U nltk
python

>>> import nltk
>>> nltk.download("movie_reviews")

License

Licensed under the MIT open source license.

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