* Fix#245: return error for NaN in naive bayes
* Implement error handling for NaN values in NBayes predict:
* general behaviour has been kept unchanged according to original tests in `mod.rs`
* aka: error is returned only if all the predicted probabilities are NaN
* Add tests
* Add test with static values
* Add test for numerical stability with numpy
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