README.md

metadata

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.