Update requirements and configuration files; added new dependencies and modified paths for data processing. Adjusted model parameters and batch sizes for training and inference, including simultaneous flare movie generation logic.
Update data processing scripts to use new combined directory structure; adjust validation and training splits, enhance loss calculation with updated parameters, and modify configuration files for improved model training and evaluation.
Updated splitting function so now it can do SXR and AIA individually... it can also repartition an already partioned folder... updated the megs models to include warm restarts, weight decay, and adaptive weights
