{"id":19002271,"url":"https://github.com/tudororban/climai","last_synced_at":"2026-05-17T19:04:00.317Z","repository":{"id":223340767,"uuid":"753625224","full_name":"TudorOrban/ClimAI","owner":"TudorOrban","description":"AI model (LSTM) for predicting long-term climate trends","archived":false,"fork":false,"pushed_at":"2024-02-19T10:04:59.000Z","size":312,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-21T13:43:21.357Z","etag":null,"topics":["climate-science","lstm","tensorflow"],"latest_commit_sha":null,"homepage":"","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/TudorOrban.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}},"created_at":"2024-02-06T13:48:25.000Z","updated_at":"2024-02-21T08:42:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"bb99235d-be03-4a51-b3f9-cbee0125eb07","html_url":"https://github.com/TudorOrban/ClimAI","commit_stats":null,"previous_names":["tudororban/climatetrends","tudororban/climai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/TudorOrban/ClimAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TudorOrban%2FClimAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TudorOrban%2FClimAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TudorOrban%2FClimAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TudorOrban%2FClimAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TudorOrban","download_url":"https://codeload.github.com/TudorOrban/ClimAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TudorOrban%2FClimAI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33151625,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"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":["climate-science","lstm","tensorflow"],"created_at":"2024-11-08T18:14:27.760Z","updated_at":"2026-05-17T19:04:00.277Z","avatar_url":"https://github.com/TudorOrban.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"This repo contains an AI model (LSTM) for prediction of long-term climate trends. It is trained on the [NASA Zonal Annual Means](https://data.giss.nasa.gov/gistemp/tabledata_v3/) dataset.\n\n### Results\n![Predictions](screenshots/Trends.png)\n![Loss Curve](screenshots/LossCurve.png)\n\n### How to use\n1. Ensure you have Python \u003e=3.11.4 and virtualenv installed on your computer.\n2. Fetch the project, navigate to the root directory and create a virtual environment: `virtualenv env`\n3. Activate the virtual enviroment: `.\\venv\\Scripts\\activate` (Windows), `source venv/bin/activate` (macOS and Linux)\n4. Install required dependencies: `pip install -r requirements.txt` and you're ready to run the project.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftudororban%2Fclimai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftudororban%2Fclimai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftudororban%2Fclimai/lists"}