{"id":29968204,"url":"https://github.com/i4ds/fcd","last_synced_at":"2025-08-04T03:37:55.505Z","repository":{"id":299725551,"uuid":"983410052","full_name":"i4Ds/fcd","owner":"i4Ds","description":null,"archived":false,"fork":false,"pushed_at":"2025-06-11T12:19:33.000Z","size":315,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-18T01:51:28.054Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/i4Ds.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-05-14T10:43:58.000Z","updated_at":"2025-06-11T12:19:36.000Z","dependencies_parsed_at":"2025-06-18T01:51:29.827Z","dependency_job_id":"8f91d4d9-5786-48ca-bbea-8111638abb39","html_url":"https://github.com/i4Ds/fcd","commit_stats":null,"previous_names":["i4ds/fcd"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/i4Ds/fcd","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Ffcd","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Ffcd/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Ffcd/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Ffcd/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/i4Ds","download_url":"https://codeload.github.com/i4Ds/fcd/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Ffcd/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268645047,"owners_count":24283422,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-04T02:00:09.867Z","response_time":79,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-08-04T03:37:54.934Z","updated_at":"2025-08-04T03:37:55.488Z","avatar_url":"https://github.com/i4Ds.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FCD: Fourier Convolutional Decoder\n\nFCD is designed to work with STIX data; it takes 48 Fourier components (24 real, 24 imaginary) and reconstructs the image corresponding to them.\n\nBelow is the comparison of the FCD with other popular STIX reconstruction alorithms.\n\n![Framework](images/final_framework.png)\n\n# Running the Project\n\n`pip install -r requirements.txt` to install all the necessary packages.\n\n# Project Bits and Pieces\n\n- [nn](nn/) includes [training](nn/train/) and [testing](nn/test/) of the FCD.\n- [metrics](metrics/), [data](data/), and [utils](utils/) include relevant utility functions of the project.\n\n**[Pretrained model](https://huggingface.co/mervess/FCD-Solar) of the FCD and a [demo](https://huggingface.co/spaces/mervess/FCD-Solar-Demo) of the model are available on HuggingFace.**\n\n# Data\n\n- Refer to [STIX data center](https://datacenter.stix.i4ds.net) to use observational STIX data.\n- Refer to [STIX data generator](https://github.com/i4Ds/stix-data-generator) to generate your own simulated data.\n\n# Citation\n\n If this repository proves useful for your research, please cite our work as follows.\n\n ```\n @article{SelcukSimsek2025,\n  author    = {Selcuk-Simsek, Merve and Massa, Paolo and Xiao, Hualin and Krucker, S{\\\"a}m and Csillaghy, Andr{\\'e}},\n  title     = {Fourier convolutional decoder: reconstructing solar flare images via deep learning},\n  journal   = {Neural Computing and Applications},\n  pages     = {1--32},\n  year      = {2025},\n  publisher = {Springer}\n  doi       = {10.1007/s00521-025-11283-6},\n  url       = {https://doi.org/10.1007/s00521-025-11283-6}\n}\n ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fi4ds%2Ffcd","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fi4ds%2Ffcd","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fi4ds%2Ffcd/lists"}