[0,1]の範囲に収めなければならないようなケースではminmax_scaleを使うと良いでしょう。
重みの列を持って処理しても良いかもしれない。
ensemble[col] = w1*minmax_scale(model1[col].values) + w2*minmax_scale(model2[col].values) + ...
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