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| name: autoclean-ai-env | |
| description: Autonomous Data Cleaning Agent powered by OpenEnv | |
| version: 2.0.0 | |
| author: AutoClean AI Team | |
| entry: env.py:AutoCleanEnv | |
| task: task.py:generate_task | |
| evaluator: evaluator.py:evaluate_cleanliness | |
| max_steps: 50 | |
| success_threshold: 0.95 | |
| actions: | |
| - fill_missing | |
| - remove_duplicates | |
| - normalize | |
| - fix_types | |
| - remove_outliers | |
| - drop_column | |
| - encode_categorical | |
| - handle_text | |
| metrics: | |
| - total_score | |
| - missing_ratio | |
| - duplicate_ratio | |
| - type_consistency | |
| - outlier_ratio | |
| - schema_validity | |
| deployment: | |
| platform: huggingface | |
| runtime: python3.10 | |
| hardware: cpu-basic |