{"id":35866,"name":"forecastbench","description":"A dynamic forecasting benchmark for LLMs","url":"https://github.com/forecastingresearch/forecastbench","last_synced_at":"2025-09-05T06:54:53.009Z","repository":{"id":259191162,"uuid":"772637960","full_name":"forecastingresearch/forecastbench","owner":"forecastingresearch","description":"A dynamic forecasting benchmark for LLMs","archived":false,"fork":false,"pushed_at":"2025-08-21T17:44:31.000Z","size":1699,"stargazers_count":27,"open_issues_count":31,"forks_count":3,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-08-21T20:13:30.422Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://www.forecastbench.org","language":"Python","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/forecastingresearch.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-03-15T15:34:24.000Z","updated_at":"2025-08-21T17:44:35.000Z","dependencies_parsed_at":"2025-04-18T13:45:19.543Z","dependency_job_id":"e46ca0aa-ae8d-407b-8401-d3bfa2ab760d","html_url":"https://github.com/forecastingresearch/forecastbench","commit_stats":null,"previous_names":["forecastingresearch/forecastbench"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/forecastingresearch/forecastbench","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/forecastingresearch","download_url":"https://codeload.github.com/forecastingresearch/forecastbench/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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"}},"owner":{"login":"forecastingresearch","name":"forecastingresearch","uuid":"129176492","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/129176492?v=4","repositories_count":1,"last_synced_at":"2023-08-03T16:39:24.853Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/forecastingresearch","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-08-03T16:39:25.060Z","updated_at":"2023-08-03T16:39:25.060Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/forecastingresearch","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/forecastingresearch/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"forecastingresearch/forecastbench","html_url":"https://github.com/forecastingresearch/forecastbench","last_synced_at":"2025-08-31T11:01:54.903Z","status":null,"issues_count":15,"pull_requests_count":2,"avg_time_to_close_issue":7487361.666666667,"avg_time_to_close_pull_request":18750.5,"issues_closed_count":3,"pull_requests_closed_count":2,"pull_request_authors_count":1,"issue_authors_count":2,"avg_comments_per_issue":0.13333333333333333,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":1,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":15,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":7487361.666666667,"past_year_avg_time_to_close_pull_request":18750.5,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":0.13333333333333333,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2025-08-29T12:43:48.442Z","updated_at":"2025-09-03T04:09:30.688Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/forecastingresearch%2Fforecastbench/issues","issue_labels_count":{"data":6,"leaderboard":5,"bug":4,"resolution":3,"infrastructure":3,"invalid":2,"baseline":1,"website":1,"question curation":1,"naive forecaster":1,"enhancement":1},"pull_request_labels_count":{},"issue_author_associations_count":{"MEMBER":25,"NONE":1},"pull_request_author_associations_count":{"MEMBER":2},"issue_authors":{"houtanb":25,"connachermurphy":1},"pull_request_authors":{"zjac0bs":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10087320,"issues_count":31306968,"pull_requests_count":96469683,"authors_count":10696025,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{"data":6,"leaderboard":5,"resolution":3,"bug":3,"infrastructure":3,"invalid":2,"website":1,"question curation":1,"enhancement":1},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"MEMBER":22,"NONE":1},"past_year_pull_request_author_associations_count":{"MEMBER":2},"past_year_issue_authors":{"houtanb":22,"connachermurphy":1},"past_year_pull_request_authors":{"zjac0bs":2},"maintainers":[{"login":"houtanb","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/houtanb"},{"login":"zjac0bs","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zjac0bs"}],"active_maintainers":[{"login":"houtanb","count":22,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/houtanb"},{"login":"zjac0bs","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zjac0bs"}]},"events":{"total":{"IssuesEvent":27,"WatchEvent":21,"DeleteEvent":2,"IssueCommentEvent":7,"PushEvent":80,"PullRequestEvent":4,"GollumEvent":84,"ForkEvent":2,"CreateEvent":3},"last_year":{"IssuesEvent":27,"WatchEvent":21,"DeleteEvent":2,"IssueCommentEvent":7,"PushEvent":80,"PullRequestEvent":4,"GollumEvent":84,"ForkEvent":2,"CreateEvent":3}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/makefile.yml","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:14.507Z","updated_at":"2024-10-23T11:23:14.507Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/.github/workflows/makefile.yml","dependencies":[{"id":20363379040,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20363379041,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:14.681Z","updated_at":"2024-10-23T11:23:14.681Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:14.710Z","updated_at":"2024-10-23T11:23:14.710Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/requirements.txt","dependencies":[{"id":20363379042,"package_name":"isort","ecosystem":"pypi","requirements":"\u003e=5.13.2","direct":true,"kind":"runtime","optional":false},{"id":20363379043,"package_name":"black","ecosystem":"pypi","requirements":"\u003e=24.4.0","direct":true,"kind":"runtime","optional":false},{"id":20363379044,"package_name":"flake8","ecosystem":"pypi","requirements":"\u003e=7.0.0","direct":true,"kind":"runtime","optional":false},{"id":20363379045,"package_name":"flake8-bugbear","ecosystem":"pypi","requirements":"\u003e=24.2.6","direct":true,"kind":"runtime","optional":false},{"id":20363379046,"package_name":"pydocstyle","ecosystem":"pypi","requirements":"\u003e=6.3.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/leaderboard/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:16.884Z","updated_at":"2024-10-23T11:23:16.884Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/leaderboard/requirements.txt","dependencies":[{"id":20363379060,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379061,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379062,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379063,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379064,"package_name":"gcsfs","ecosystem":"pypi","requirements":"==2024.3.1","direct":true,"kind":"runtime","optional":false},{"id":20363379065,"package_name":"termcolor","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379066,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/metadata/tag_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:17.145Z","updated_at":"2024-10-23T11:23:17.145Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/metadata/tag_questions/requirements.txt","dependencies":[{"id":20363379601,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379602,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379603,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379604,"package_name":"anthropic","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379605,"package_name":"google-generativeai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379606,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379607,"package_name":"together","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379608,"package_name":"mistralai","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":20363379609,"package_name":"functions-framework","ecosystem":"pypi","requirements":"==3.","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/metadata/validate_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:17.451Z","updated_at":"2024-10-23T11:23:17.451Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/metadata/validate_questions/requirements.txt","dependencies":[{"id":20363379610,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379611,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379612,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379613,"package_name":"anthropic","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379614,"package_name":"google-generativeai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379615,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379616,"package_name":"together","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379617,"package_name":"mistralai","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/nightly_update_workflow/manager/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:17.520Z","updated_at":"2024-10-23T11:23:17.520Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/nightly_update_workflow/manager/requirements.txt","dependencies":[{"id":20363379662,"package_name":"google-cloud-run","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379664,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379665,"package_name":"slack_sdk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/nightly_update_workflow/worker/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:18.581Z","updated_at":"2024-10-23T11:23:18.581Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/nightly_update_workflow/worker/requirements.txt","dependencies":[{"id":20363379792,"package_name":"google-cloud-run","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379793,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379794,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379795,"package_name":"slack_sdk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379796,"package_name":"pytz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379797,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379798,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/acled/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:18.821Z","updated_at":"2024-10-23T11:23:18.821Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/acled/fetch/requirements.txt","dependencies":[{"id":20363379799,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379800,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379801,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379802,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379803,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379804,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/acled/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:19.684Z","updated_at":"2024-10-23T11:23:19.684Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/acled/update_questions/requirements.txt","dependencies":[{"id":20363379805,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379806,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379807,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379808,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/dbnomics/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:20.086Z","updated_at":"2024-10-23T11:23:20.086Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/dbnomics/fetch/requirements.txt","dependencies":[{"id":20363379809,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379810,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379811,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379812,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379813,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/dbnomics/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:20.462Z","updated_at":"2024-10-23T11:23:20.462Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/dbnomics/update_questions/requirements.txt","dependencies":[{"id":20363379814,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379815,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379816,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379817,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/fred/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:20.633Z","updated_at":"2024-10-23T11:23:20.633Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/fred/fetch/requirements.txt","dependencies":[{"id":20363379818,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379819,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379820,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":20363379821,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379822,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379823,"package_name":"bs4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379824,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/fred/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:20.949Z","updated_at":"2024-10-23T11:23:20.949Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/fred/update_questions/requirements.txt","dependencies":[{"id":20363379825,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379826,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379827,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/infer/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:21.278Z","updated_at":"2024-10-23T11:23:21.278Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/infer/fetch/requirements.txt","dependencies":[{"id":20363379828,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379829,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379830,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379831,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379832,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379833,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/infer/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.046Z","updated_at":"2024-10-23T11:23:23.046Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/infer/update_questions/requirements.txt","dependencies":[{"id":20363379834,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379835,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379836,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/manifold/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.361Z","updated_at":"2024-10-23T11:23:23.361Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/manifold/fetch/requirements.txt","dependencies":[{"id":20363379837,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379838,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379839,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379840,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379841,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379842,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/manifold/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.433Z","updated_at":"2024-10-23T11:23:23.433Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/manifold/update_questions/requirements.txt","dependencies":[{"id":20363379843,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379844,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379845,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379846,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379847,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379848,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/metaculus/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.476Z","updated_at":"2024-10-23T11:23:23.476Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/metaculus/fetch/requirements.txt","dependencies":[{"id":20363379849,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379850,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379851,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379852,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379853,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379854,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/metaculus/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.496Z","updated_at":"2024-10-23T11:23:23.496Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/metaculus/update_questions/requirements.txt","dependencies":[{"id":20363379855,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379856,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379857,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379858,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379859,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379860,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/polymarket/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:23.696Z","updated_at":"2024-10-23T11:23:23.696Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/polymarket/fetch/requirements.txt","dependencies":[{"id":20363379861,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379862,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379863,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379864,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379865,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379866,"package_name":"py_clob_client","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379867,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379868,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/polymarket/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:24.479Z","updated_at":"2024-10-23T11:23:24.479Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/polymarket/update_questions/requirements.txt","dependencies":[{"id":20363379869,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379870,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379871,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/wikipedia/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:24.950Z","updated_at":"2024-10-23T11:23:24.950Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/wikipedia/fetch/requirements.txt","dependencies":[{"id":20363379872,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379873,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379874,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379875,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379876,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379877,"package_name":"lxml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/wikipedia/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:25.544Z","updated_at":"2024-10-23T11:23:25.544Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/wikipedia/update_questions/requirements.txt","dependencies":[{"id":20363379878,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379879,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379880,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379881,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/yfinance/fetch/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:26.142Z","updated_at":"2024-10-23T11:23:26.142Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/yfinance/fetch/requirements.txt","dependencies":[{"id":20363379882,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379883,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379884,"package_name":"yfinance","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379885,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":20363379886,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379887,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379888,"package_name":"bs4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/questions/yfinance/update_questions/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:26.432Z","updated_at":"2024-10-23T11:23:26.432Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/questions/yfinance/update_questions/requirements.txt","dependencies":[{"id":20363379889,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379890,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379891,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":20363379892,"package_name":"yfinance","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/resolve_forecasts/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T11:23:26.626Z","updated_at":"2024-10-23T11:23:26.626Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/resolve_forecasts/requirements.txt","dependencies":[{"id":20363379893,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379894,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379895,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379896,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20363379897,"package_name":"gcsfs","ecosystem":"pypi","requirements":"==2024.3.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/curate_questions/create_question_set/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-06T11:29:33.280Z","updated_at":"2024-11-06T11:29:33.280Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/curate_questions/create_question_set/requirements.txt","dependencies":[{"id":20590169732,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590169733,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590169734,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/curate_questions/publish_question_set/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-06T11:29:33.782Z","updated_at":"2024-11-06T11:29:33.782Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/curate_questions/publish_question_set/requirements.txt","dependencies":[{"id":20590170057,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590170058,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590170059,"package_name":"GitPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590170060,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20590170061,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/base_eval/llm_baselines/manager/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-04-18T13:45:07.788Z","updated_at":"2025-04-18T13:45:07.788Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/base_eval/llm_baselines/manager/requirements.txt","dependencies":[{"id":22739550230,"package_name":"pydantic","ecosystem":"pypi","requirements":"\u003e=2.5.2,\u003c3.0.0","direct":true,"kind":"runtime","optional":false},{"id":22739550231,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550232,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550233,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550234,"package_name":"anthropic","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550235,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550238,"package_name":"together","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550276,"package_name":"mistralai","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":22739550277,"package_name":"papermill","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550309,"package_name":"google-generativeai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550310,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550311,"package_name":"google-api-python-client","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550312,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550313,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550314,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550351,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550352,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550353,"package_name":"google-cloud-aiplatform","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550354,"package_name":"google-cloud-container","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550376,"package_name":"google-cloud-artifact-registry","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550397,"package_name":"google-cloud-run","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550451,"package_name":"slack_sdk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550541,"package_name":"GitPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/base_eval/llm_baselines/worker/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-04-18T13:45:12.792Z","updated_at":"2025-04-18T13:45:12.792Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/base_eval/llm_baselines/worker/requirements.txt","dependencies":[{"id":22739550588,"package_name":"pydantic","ecosystem":"pypi","requirements":"\u003e=2.5.2,\u003c3.0.0","direct":true,"kind":"runtime","optional":false},{"id":22739550589,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550590,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550591,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550592,"package_name":"anthropic","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550593,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550594,"package_name":"together","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550595,"package_name":"mistralai","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":22739550596,"package_name":"papermill","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550597,"package_name":"google-genai","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"runtime","optional":false},{"id":22739550598,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550599,"package_name":"google-api-python-client","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550600,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550601,"package_name":"certifi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550602,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550603,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550604,"package_name":"backoff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550605,"package_name":"google-cloud-aiplatform","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550606,"package_name":"google-cloud-container","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550607,"package_name":"google-cloud-artifact-registry","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550608,"package_name":"google-cloud-run","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550609,"package_name":"slack_sdk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550610,"package_name":"GitPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/base_eval/naive_and_dummy_forecasters/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-04-18T13:45:13.108Z","updated_at":"2025-04-18T13:45:13.108Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/base_eval/naive_and_dummy_forecasters/requirements.txt","dependencies":[{"id":22739550619,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550676,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550677,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550678,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550679,"package_name":"gcsfs","ecosystem":"pypi","requirements":"==2024.3.1","direct":true,"kind":"runtime","optional":false},{"id":22739550680,"package_name":"GitPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/www.forecastbench.org/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-04-18T13:45:15.030Z","updated_at":"2025-04-18T13:45:15.030Z","repository_link":"https://github.com/forecastingresearch/forecastbench/blob/main/src/www.forecastbench.org/requirements.txt","dependencies":[{"id":22739550710,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550711,"package_name":"google-cloud-secret-manager","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550712,"package_name":"GitPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550713,"package_name":"pytz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22739550714,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:09.388Z","updated_at":"2025-10-07T08:14:52.548Z","avatar_url":"https://github.com/forecastingresearch.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/35866","html_url":"https://science.ecosyste.ms/projects/35866"}