{"id":46044090,"url":"https://github.com/kshula/optimize-monetary-policy","last_synced_at":"2026-03-01T07:05:48.651Z","repository":{"id":242135944,"uuid":"808771727","full_name":"kshula/optimize-monetary-policy","owner":"kshula","description":"optimize-monetary-policy app with machine learning and simulation","archived":false,"fork":false,"pushed_at":"2024-05-31T20:13:13.000Z","size":255,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-06-01T21:20:03.037Z","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/kshula.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":"2024-05-31T19:31:23.000Z","updated_at":"2024-05-31T21:43:32.000Z","dependencies_parsed_at":"2024-05-31T21:10:15.829Z","dependency_job_id":null,"html_url":"https://github.com/kshula/optimize-monetary-policy","commit_stats":null,"previous_names":["kshula/optimize-monetary-policy"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kshula/optimize-monetary-policy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kshula%2Foptimize-monetary-policy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kshula%2Foptimize-monetary-policy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kshula%2Foptimize-monetary-policy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kshula%2Foptimize-monetary-policy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kshula","download_url":"https://codeload.github.com/kshula/optimize-monetary-policy/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kshula%2Foptimize-monetary-policy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29963120,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-01T06:55:38.174Z","status":"ssl_error","status_checked_at":"2026-03-01T06:53:04.810Z","response_time":124,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2026-03-01T07:05:47.467Z","updated_at":"2026-03-01T07:05:48.643Z","avatar_url":"https://github.com/kshula.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Monetary Policy Optimization and \n![alt text](images/monetary.png)\nThis app enables users to optimize monetary policy and simulate its effects using machine learning and simulation techniques.\n\n## Description\nThe app loads historical economic data, including interest rates, exchange rates, and inflation rates. It uses this data to train machine learning models, specifically Random Forest regressors, to estimate the relationships between various economic factors. Users can then adjust the weights assigned to different factors in the objective function to optimize monetary policy according to their preferences. 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