WarpGBM
Train gradient boosting models quickly and export portable artifacts for smooth deployment.
Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeRead-only
What it can do
- 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).
What data it sees
Do you need an account
No: the server works without sign-in
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.
Server tool list (6)
Raw names from tools/list. Only developers need these.
| 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. |