Keras y-labels range between 0 and 1 instead of binary? I have X values and corresponding y-labels, until now I used to round my labels &lt;0.5 to 0 and >0.5 to 1. Is it possible to use values between 0 and 1 for "y train"? Using Keras and Tensorflow. Appreciate any suggestions.
Assuming y_train is already in range [0, 1], it should be enough to specify the correct loss function while compiling a model (model.compile). 

Loss functions can be found here. 

Chose one which is not for categorical variables (since you have a range [0, 1]).