{"id":19120250,"url":"https://github.com/i4ds/radio_sunburst_detector","last_synced_at":"2025-09-13T07:33:31.655Z","repository":{"id":181209721,"uuid":"666382729","full_name":"i4Ds/radio_sunburst_detector","owner":"i4Ds","description":null,"archived":false,"fork":false,"pushed_at":"2023-10-05T08:09:47.000Z","size":179977,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-18T01:51:28.735Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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}},"created_at":"2023-07-14T11:27:33.000Z","updated_at":"2023-08-11T07:32:10.000Z","dependencies_parsed_at":"2023-07-14T14:17:48.125Z","dependency_job_id":"aaa87ed9-4470-4886-b9b4-66170db1b185","html_url":"https://github.com/i4Ds/radio_sunburst_detector","commit_stats":null,"previous_names":["i4ds/radio_sunburst_detector"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/i4Ds/radio_sunburst_detector","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Fradio_sunburst_detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Fradio_sunburst_detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Fradio_sunburst_detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Fradio_sunburst_detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/i4Ds","download_url":"https://codeload.github.com/i4Ds/radio_sunburst_detector/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/i4Ds%2Fradio_sunburst_detector/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274935354,"owners_count":25376830,"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":"2025-09-13T02:00:10.085Z","response_time":70,"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":"2024-11-09T05:13:34.694Z","updated_at":"2025-09-13T07:33:31.614Z","avatar_url":"https://github.com/i4Ds.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Radio Sunburst Detector\nResults: https://wandb.ai/i4ds_radio_sunburst_detection/radio_sunburst_detection/reports/Radio-Sunburst-Detector--Vmlldzo1NTkwNDQy\n## Core Scripts\n\n- `main.py`: Main script to execute the entire pipeline. Updated parameters.\n- `modelbuilder.py`: Contains code for building and compiling models. Fixed transfer learning issues.\n- `train_utils.py`: Utilities for training models. Formatted with Black.\n\n## Data Preparation and Generation\n\n- `data_generation.ipynb`: Notebook with scripts for data generation. Added background subtraction.\n- `create_background_images.ipynb`: Scripts to generate background images.\n- `configure_dataframes.py`: Manages DataFrame configurations. Cleaned up and formatted.\n- `extract_instrument_data.py`: Scripts for specific instrument data extraction. \n- `burst_data_generation.py`: Scripts for generating burst-specific data.\n- `non_burst_data_generation.py`: Scripts for generating non-burst data.\n\n## Data Inspection and Validation\n\n- `check_data.ipynb`: Notebook to check data statistics.\n- `check_labels.ipynb`: Notebook to validate label information. \n- `check_labels.py`: Script version for checking labels. \n\n## Configuration and Parameters\n\n- `config.yaml`: YAML configuration file. Introduced wandb support.\n- `sweep.yaml`: YAML file for wandb sweep configurations.\n- `sweep_no_folds.yaml`: Alternate sweep configuration without folds.\n\n## Metrics and Analysis\n\n- `metric_utils.py`: Utility functions for metrics. Added batch size parameter.\n- `model_analysis.ipynb`: Notebook for model analysis using tf-explain.\n\n## Misc\n\n- `requirements.txt`: List of Python dependencies.\n- `sbatch.sh`: Batch job script.\n- `sbatch_main.sh`: Main batch job script.\n- `.gitignore`: Ignored files and directories.\n- `README.md`: Repository readme file. Added hello.\n\n## Data Files\n\n- `burst_list.xlsx`: Excel sheet containing list of bursts.\n- `data.xlsx`: Prepared data in Excel format.\n\n## Images\n\n- `original_image.png`: Sample original image.\n- `processed_image.png`: Sample processed image.\n\n## Legacy/Deprecated\n\n- `model_base_configs`: Older model configurations.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fi4ds%2Fradio_sunburst_detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fi4ds%2Fradio_sunburst_detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fi4ds%2Fradio_sunburst_detector/lists"}