{"id":30873526,"url":"https://github.com/datawraith/arxiv-frontpage","last_synced_at":"2025-09-07T23:11:26.112Z","repository":{"id":288016509,"uuid":"965473097","full_name":"DataWraith/arxiv-frontpage","owner":"DataWraith","description":"My personal ArXiv frontpage","archived":false,"fork":false,"pushed_at":"2025-06-05T05:32:09.000Z","size":26025,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-05T07:32:17.995Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DataWraith.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2025-04-13T08:41:53.000Z","updated_at":"2025-06-05T05:32:10.000Z","dependencies_parsed_at":"2025-05-14T06:32:35.703Z","dependency_job_id":"434b8d1d-6570-4c8b-95e1-52e1e8856d7d","html_url":"https://github.com/DataWraith/arxiv-frontpage","commit_stats":null,"previous_names":["datawraith/arxiv-frontpage"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DataWraith/arxiv-frontpage","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataWraith%2Farxiv-frontpage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataWraith%2Farxiv-frontpage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataWraith%2Farxiv-frontpage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataWraith%2Farxiv-frontpage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DataWraith","download_url":"https://codeload.github.com/DataWraith/arxiv-frontpage/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataWraith%2Farxiv-frontpage/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274107977,"owners_count":25223473,"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":"2025-09-07T02:00:09.463Z","response_time":67,"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":"2025-09-07T23:11:24.479Z","updated_at":"2025-09-07T23:11:26.093Z","avatar_url":"https://github.com/DataWraith.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# arxiv-frontpage\n\nA tool that creates a personalized frontpage of arXiv computer science papers ranked by your interests.\n\n## Demo\n\nMy frontpage for today can be viewed here:\n\n\u003chttps://datawraith.github.io/arxiv-frontpage/\u003e\n\n## What does this do?\n\nInspired by \u003chttps://github.com/koaning/arxiv-frontpage\u003e, this project fetches new computer science papers from [arXiv](https://arxiv.org) and uses a  classifier to infer tags from the paper metadata. Tags are displayed below each paper abstract once the classifier's confidence reaches a threshold.\n\nEach tag is associated with an \"interestingness\" multiplier, and the final frontpage ranks papers by multiplying the confidence that a given tag is present with its interestingness modifier. The resulting score is then summed over all tags, giving you a personalized ranking of fresh papers.\n\nThe GitHub Actions automatically pull new data and regenerate the site once on every weekday -- if you fork the repo, you may need to change the repository settings to allow Actions to commit and push changes. \n\n## How does it work?\n\n1. **Tag Configuration**: Tags are defined in `data/tags.json` and mapped to their interestingness multiplier.\n2. **Training Data**: Each tag must have an associated `.jsonl` file in the `data/train` directory.\n3. **Paper Collection**: The system fetches recent papers from arXiv's CS categories via RSS feed.\n4. **Classification**: A Probabilistic Label Tree classifier (via [napkinXC](https://napkinxc.readthedocs.io)) determines the relevance of each tag for each paper.\n5. **Ranking**: Papers are scored and the frontpage is generated.\n\nThe generated frontpage includes a copy button that displays the JSON data you need to put into the training files to improve future classifications.\n\nYou can also run the project locally using [uv](https://github.com/astral-sh/uv) -- see the `Justfile` for the available commands.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawraith%2Farxiv-frontpage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatawraith%2Farxiv-frontpage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawraith%2Farxiv-frontpage/lists"}