This release finally introduces a more general inference framework compared to 0.1.0. In particular:
- A new binary
sketches-inferenceis added, allowing for inference through BN sketches with general HCTL properties - The input format is updated, and HCTL properties are finally part of the aeon model format (through model annotations)
- The option to generate witness networks (of the resulting ensemble) is added
- The option to summarize the updated function of variables throughout resulting networks is added
Further, the repository is reorganised, and a new module, data_processing, regarding automatic data loading and encoding is added. This is a preparation step for the future 0.3.0 release, where the option to include dataset inputs will be added to the inference.