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Major internal refactoring to follow best practices for Hydra configs.
autoalbument-create will now ask for confirmation to overwrite a file if it already exists.
The default way of configuring PyTorch Dataset in search.yaml is changed from the dataset_file parameter (which required a path to a Python file with the dataset) to the dataset parameter (which requires a Python class located within PYTHONPATH). The previous option of providing a dataset filepath is also supported.