refactor configuration files and update paths

update README

add flux map analysis script and configuration for detecting and tracking active regions

refactor spatial performance script. Similar to flux COM equation...

updated noise so that it scales globally (doesn't use individual std)

enhance multi-GPU support

enhance multi-GPU support

refactor ablation configuration handling and improve DataLoader cleanup

refine noise application in SDOAIA_dataloader and simplify GPU usage message

enhance inference configuration for improved performance

trying to speed up inference!

trying to speed up inference!

trying to speed up inference!

trying to speed up inference!

trying to speed up inference!

Fixed issue with extraction...

Fixed issue with extraction...

Enhance parquet_to_npy utility to support local aliases for split directories; improve directory resolution logic

Add delete option to parquet_to_npy utility; enable deletion of parquet files after processing

Optimize parquet_to_npy utility for bulk extraction of nested arrays; improve performance and error handling

Add parquet_to_npy utility for converting local HuggingFace parquet files to .npy; update pipeline configuration and README

Add ablation study and spatial performance scripts; update pipeline configuration and dataset handling

Update README with dataset metadata and configuration details for FOXES

Add GitHub Actions workflow for syncing to Hugging Face

Fix punctuation in README description

Add HuggingFace dataset download utility and update pipeline configuration

Add HuggingFace dataset download utility and update pipeline configuration

Fixed normalization of timestamp names

Merge remote-tracking branch 'origin/main'

Fixed normalization of timestamp names

Fix spacing in README for SDOAIA_dataloader.py

Update repository structure in README.md

Removed docker files

Update .gitignore to include foxes.yml and ensure Untracked directory is listed

Update README with repository structure, setup instructions, and pipeline usage details

Add evaluation configuration and update inference pipeline

Refactor pipeline configuration and update data processing scripts

removed unnecessary files

Merge remote-tracking branch 'origin/main'

Refactor configuration parameters and update model architecture references

Update README with model and data links

Update README with model and data links

Update project description in README.md

Update acknowledgments in README.md

Removed useless lines of code

Update learning rate scheduler parameters and clean up loss calculation notes

Rename localpatch.yaml to train_config.yaml and update notes; modify learning rate scheduler parameters and rename attention mask creation method

Updated model to include inverted attention naming scheme

Added checkpointing

Readme updates