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license: mit
library_name: xgboost
tags:
- sirna
- rna
- regression
- xgboost
- lightgbm
---
# siRBench Model
Runtime artifacts for the siRBench predictor Space.
This repo is intended to store the files required for inference:
- `xgb_model.json`
- `lgbm_model.txt`
- `calibrator.joblib`
- `feature_artifacts.json`
## Intended consumer
The main consumer is the Docker Space:
- `dimostzim/siRBench-predictor`
That app expects two input sequences:
- `siRNA`
- `mRNA` target window
The app then computes the engineered feature set and loads these model artifacts
from the Hub.
## Notes
- This repo stores inference artifacts, not training code.
- The final prediction is a calibrated ensemble of XGBoost and LightGBM models.
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