Luke Richardson

Accessing population of previous generation in fitness_func

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I am trying to find a way to access the entire population of the previous generation (not just the calculated fitness or kept parents) to use in the evaluation of...

Transfer skorch models from CUDA to CPU for inference

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Hi all, I am training skorch models locally in a CUDA-enabled torch environment, and, if possible, I would like to transfer the entirety of the model to CPU so that...

When a model is contained in a sklearn Pipeline, you currently have to extract transformer and WrapClassifier elements and call them separately. It would be useful to have a light...

**Use-cases/examples of this new feature** Stratification of random splits is a common tool in ML when class labels are imbalanced. **Desired solution/workflow** Pass `AbstractSampler.y` attribute to the `stratify` kwarg argument...