We care about code style quality as much as features. If you want to contribute in any way, please try to follow these as much as possible:
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Docluster has some standard parameter naming:
numbers -> n_name (ex. n_epochs, n_workers, n_words, n_tokens) boolean -> do_name (ex. do_plot, do_stem, do_analytics)
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Try to follow pep8 as the python code style. We recommend using autopep8 that automatically stylizes your code to conform to pep8. Many popular text editors such as Atom and Sublime have plugins that use autopep8 as a backend.
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Try to use existing modules. For example, do not try to implement PCA for a quick dimensionality reduction.
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We love organized and readable code. Also try to comment when necessary.