Expose dtype argument to methods where check_input is an option, add argument to weigh samples#6
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PGadoury wants to merge 1 commit intodnhkng:mainfrom
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Expose dtype argument to methods where check_input is an option, add argument to weigh samples#6PGadoury wants to merge 1 commit intodnhkng:mainfrom
PGadoury wants to merge 1 commit intodnhkng:mainfrom
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…argument to weigh samples
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Exposed the
dtypeargument from_validate_datathrough thefit,partial_fit,transformandfit_transformmethods. This is useful if a specific (e.g. complex) dtype is desired.Added capability to specify
X_weights, which reduce (or increase) the importance of a sample during the fit. (this breaks parity with sklearn, but the argument is optional, and I ran the provided tests, which all still work)Added a rudimentary test of the weighted fit. Could use a more sensible set of tests, though.