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A Bayesian method for combining crowdsourced classifications, e.g. for citizen science projects. The default class, ibcc.py provides a variational Bayes algorithm for Independent Bayesian Classifier Combination.

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pyIBCC

IBCC implementation for use with cit sci projects. Documentation provided at this link.

The directory "python" contains the current working implementation of IBCC. The directory "attic" contains older code by Kieran Finn.

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A Bayesian method for combining crowdsourced classifications, e.g. for citizen science projects. The default class, ibcc.py provides a variational Bayes algorithm for Independent Bayesian Classifier Combination.

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  • Python 100.0%