Model for continuous outcome in [0, 1]

1

My target variable is continuous in the [0, 1] interval, what the best model for this I can build in pytorch? I am wondering if there’s some form of logistic regression (with appropriate loss function) that works for this?

2

To keep the outcome within [0,1], you can formulate any model with the final layer and the objective functions as follows:

  1. Final layer: Sigmoid, Objective function: BCELoss,
  2. Final layer: Linear, Objective function: BCEWithLogitsLoss