chore: add trained weights using Git LFS

refactiring rest of code base and adding checkpoints

simplifying code structure

foxes-lite update... made for easy inference and evaluation.... removed data preprocessing and downloading pipeline pieces.

Fixed normalization of timestamp names

Refactor pipeline configuration and update data processing scripts

removed unnecessary files

Removed useless lines of code

made changes to directory locations... removed some unnecessary files

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.

cleaning up the code base significantly

Various bug fixes and changes to all codes

enhance data splitting functionality.

made evaluation easier by adding auto eval... makes configs on its own...

made data pipeline for data processing in process_data_pipeline.py

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.

made it easier to change directories for data alignment

Refactor GOES data processing to optimize loading and preparation; implement batch processing for efficient timestamp handling and create a lookup table for improved data retrieval.

Improved aligning code so that it loops through the aia data and finds associated data for most recent goes instrument

Enhance SXRDataProcessor with improved file processing feedback and error handling; added progress tracking for satellite data loading and detailed summary output upon completion.

Update file paths in data processing scripts and enhance error handling;

enhance FlareDownloadProcessor with dynamic max_workers and improved sampling intervals; modify inference_config.yaml for batch size and checkpoint path adjustments.

Implement a script to check downloaded data gap for SDO/AIA FITS files.

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

updated tree structure