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Browse files- models/tc_meta.json +19 -0
- models/tc_model.joblib +3 -0
models/tc_meta.json
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{
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"app": "ST_Sonic_Tc",
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"model_file": "tc_model.joblib",
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"features": [
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"WOB (klbf)",
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"Torque (kft.lbf)",
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"SPP (psi)",
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"RPM (1/min)",
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"ROP (ft/h)",
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"Flow Rate (gpm)"
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],
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"target": "Tc",
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"pred_col": "Tc_Pred",
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"versions": {
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"numpy": "2.0.2",
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"scikit_learn": "1.6.1"
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},
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"notes": "Units: \u00b5s/ft. RF params (from paper): n_estimators=100, max_depth=14, max_features='sqrt', min_samples_split=2, min_samples_leaf=1."
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}
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models/tc_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:a819cdf346f6d6980333e5da110d043baddf81e46f8be459528648b213e9b539
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size 13483729
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