WarpGBM
Train gradient boosting models quickly and export portable artifacts for smooth deployment.
От сообщества: Добавлен пользователем или импортирован; проверьте владельца перед подключениемРаботаетБез входаГлобальныйБесплатноТолько чтение
Что умеет
- List Models: List all available ML model backends (warpgbm, lightgbm)
- Train: Train a gradient boosting model and return portable artifacts (joblib and/or ONNX)
- Predict From Artifact: Run inference using a trained model artifact or artifact_id. Use artifact_id for fast predictions right after training (valid for 5 minutes).
Какие данные видит
Нужен ли аккаунт
Не нужен: сервер работает без входа
Train gradient boosting models quickly and export portable artifacts for smooth deployment. Run fast predictions from newly trained models or existing artifacts. Upload datasets, browse available backends, and access a practical guide with best practices and troubleshooting.
Список инструментов сервера (6)
Технические названия из tools/list. Нужны только разработчикам.
| list_models | List all available ML model backends (warpgbm, lightgbm) |
| train | Train a gradient boosting model and return portable artifacts (joblib and/or ONNX) |
| predict_from_artifact | Run inference using a trained model artifact or artifact_id. Use artifact_id for fast predictions right after training (valid for 5 minutes). |
| get_agent_guide | Get the comprehensive agent guide with examples, best practices, and troubleshooting tips for using this service |
| upload_data | Upload CSV or Parquet files for training. Parses files and returns structured X and y arrays ready for training. |
| submit_feedback | Submit feedback about the service. Agents can report bugs, request features, or provide general feedback. |