WarpGBM
AI 与智能体by jefferythewind
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.
Tools (6)
list_modelsList all available ML model backends (warpgbm, lightgbm)
trainTrain a gradient boosting model and return portable artifacts (joblib and/or ONNX)
predict_from_artifactRun inference using a trained model artifact or artifact_id. Use artifact_id for fast predictions right after training (valid for 5 minutes).
get_agent_guideGet the comprehensive agent guide with examples, best practices, and troubleshooting tips for using this service
upload_dataUpload CSV or Parquet files for training. Parses files and returns structured X and y arrays ready for training.
submit_feedbackSubmit feedback about the service. Agents can report bugs, request features, or provide general feedback.