{"data":{"slug":"wecoai-aideml","name":"aideml","tagline":"AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.","github_url":"https://github.com/WecoAI/aideml","owner":"WecoAI","repo":"aideml","owner_avatar_url":"https://avatars.githubusercontent.com/u/132215366?v=4","primary_language":"Python","stars":1347,"forks":197,"topics":["ai","ai-agents","automated-machine-learning","autonomous-agents","autoresearch","code-optimization","data-science","llm","machine-learning","self-improving-ai"],"archived":false,"github_pushed_at":"2026-05-02T16:18:08+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/wecoai-aideml","markdown_url":"https://www.graphcanon.com/tools/wecoai-aideml.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/wecoai-aideml","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=wecoai-aideml","description":"AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.","homepage_url":"https://weco.ai","license":"MIT","open_issues":0,"watchers":20,"ai_summary":null,"readme_excerpt":"### Docker\n\n```bash\ndocker build -t aide .\ndocker run -it --rm \\\n  -v \"${LOGS_DIR:-$(pwd)/logs}:/app/logs\" \\\n  -v \"${WORKSPACE_BASE:-$(pwd)/workspaces}:/app/workspaces\" \\\n  -v \"$(pwd)/aide/example_tasks:/app/data\" \\\n  -e OPENAI_API_KEY=\"your-actual-api-key\" \\\n  aide data_dir=/app/data/house_prices goal=\"Predict price\" eval=\"RMSE\"\n```\n\n---\n\n### Development install\n\n```bash\ngit clone https://github.com/WecoAI/aideml.git\ncd aideml && pip install -e .\n```","github_created_at":"2024-04-03T14:45:49+00:00","created_at":"2026-07-11T23:20:53.242819+00:00","updated_at":"2026-07-11T23:20:57.744407+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"data-science","name":"data-science"},{"slug":"llm","name":"llm"},{"slug":"ai","name":"ai"},{"slug":"autoresearch","name":"autoresearch"},{"slug":"autonomous-agents","name":"autonomous-agents"},{"slug":"code-optimization","name":"code-optimization"},{"slug":"automated-machine-learning","name":"automated-machine-learning"},{"slug":"ai-agents","name":"ai-agents"}],"trust":{"provenance":{"is_fork":false,"github_id":781524183,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:20:54.899Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":70,"last_release_at":"2025-11-05T11:11:13Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":1,"high_count":0,"last_scan_at":"2026-07-11T23:20:55.477Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:20:54.548Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-11T23:20:54.548Z","managed_saas":false},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T23:20:54.548Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-11T23:20:54.548Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T23:20:54.548Z"}}}}