Preston Parry issues

Results 154 issues of


                                            Preston Parry

have amazing documentation

do not overwhelm the user with unnecessary information have lots of examples have a totally separate Advanced section, where we cover all the deep custom ways you can tweak the...

major focus

write everything to a file

create a json that is a summary of everything. ok, it will probably have to be a folder, and in that folder we'll have a .pkl of each of the...

major focus

figure out how to make this more generally useful for passing in non-Kaggle data

basically, make the makePrediction function usable within node, not just by passing in a new file

major focus

add in polynomial interactions between features

this should make our linear estimators more effective and frankly removes much of the burden of feature engineering from the engineer.

better parameters for xgboost for gridsearch

minor focus

new classifiers: Bagging Estimator

http://scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingClassifier.html This may not work with gridsearchcv, so we might have to build in a little extra logic gate around that.

minor focus

new classifiers: lda and qda

minor focus

generalize all paths to use path module, rather than forward or back slashes

that will make it compatible with windows machines as well.

minor focus

figure out which parameter is throwing all the warnings with MLP

one of the parameters expects an int but is getting some number that is not an int. it's just a warning, but it's annoying. see if we can figure out...

once sklearn 0.18 is released, handle the deprecationWarnings

seems they're re-organizing searchCV and feature selecting