Low Phreak

A creativity-support tool for poetry.

Low Phreak (Low Frequency Phonaskos) discourages the poet from using common, high-frequency words. It recommends alternatives---semantically-related low-frequency words.

Try live version in this ☞Google Colab notebook☜.

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This repo houses data that this notebook uses (via wget).

The basis of Low Phreak is a word2vec model trained on pos-tagged sentences (e.g. ["the_DT", "dog_NN",...]) extracted from Project Gutenberg text and Amazon product reviews.

See also:

1. prepping_data_for_training.ipynb: tokenizing and pos-tagging sentences, counting tokens to identify low-frequency ones.
2. trainword2vecmodel.ipynb (Google Colab): training the word2vec model on sentences from the previous notebook.