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Browse files- .gitattributes +1 -0
- artifacts_tea_hybrid/arima_models_by_segment.joblib +3 -0
- artifacts_tea_hybrid/hybrid_arima_rf_model.joblib +3 -0
- artifacts_tea_hybrid/hybrid_config.json +47 -0
- model/labels.json +1 -0
- model/model_metadata.json +67 -0
- model/random_forest_report_inputs_model.joblib +3 -0
- model/smarttea_yield_model.joblib +3 -0
- model/tea_mobilenet_v2.h5 +3 -0
- model/tea_mobilenet_v2.keras +3 -0
- model/tea_mobilenet_v2.tflite +3 -0
- model/tea_mobilenet_v2.weights.h5 +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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model/tea_mobilenet_v2.keras filter=lfs diff=lfs merge=lfs -text
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artifacts_tea_hybrid/arima_models_by_segment.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:af267a423f60bc4a485911815d0ecf95e431707bee064d5a8f3ab782d756af85
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size 44388510
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artifacts_tea_hybrid/hybrid_arima_rf_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:d8fe5e7155f5e16444afd4c0659c97eb281a01d4dc04668c5e4762afbbd5db8a
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size 566702883
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artifacts_tea_hybrid/hybrid_config.json
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{
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"DATA_PATH": "tea_auction_advanced_dataset.csv",
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"TARGET_COL": "auction_price_rs_per_kg",
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"DATE_COL": "date_week",
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"cat_cols": [
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"elevation",
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"grade",
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"season"
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],
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"num_cols": [
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"year",
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"month",
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"week_in_month",
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"fx_lkr_per_usd",
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"rainfall_mm",
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"temperature_c",
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"production_kg",
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"exports_kg",
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"fuel_index",
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"inflation_yoy_pct",
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"holiday_newyear_april",
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"covid_dummy_2020",
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"economic_crisis_dummy_2022",
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"price_lag_1w_rs",
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"price_lag_4w_rs",
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"price_lag_12w_rs",
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"price_lag_48w_rs",
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"price_rollmean_4w_rs",
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"price_rollmean_12w_rs",
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"price_rollmean_48w_rs",
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"month_sin",
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"month_cos",
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"sold_quantity_kg",
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"quality_score"
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],
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"arima_order": [
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2,
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1,
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2
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],
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"group_cols": [
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"elevation",
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"grade"
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],
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"fallback_col": "price_lag_1w_rs",
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"created_at_utc": "2026-02-25 16:01:42.116381+00:00"
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}
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model/labels.json
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["brown_blight", "gray_blight", "healthy"]
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model/model_metadata.json
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{
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"target": "auction_price_rs_per_kg",
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"cat_cols": [
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"grade",
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"season"
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],
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"num_cols": [
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"rainfall_mm",
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"temperature_c",
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"production_kg",
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"exports_kg",
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"fuel_index",
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"inflation_yoy_pct",
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"price_lag_1w_rs",
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"price_lag_4w_rs",
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"price_lag_12w_rs",
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"price_lag_48w_rs",
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"price_rollmean_4w_rs",
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"price_rollmean_12w_rs",
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"price_rollmean_48w_rs",
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"month_sin",
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"month_cos",
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"week_in_month",
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"month",
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"year"
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],
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"report_user_inputs": {
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"required": [
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"grade"
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],
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"optional_overrides": [
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"rainfall_mm",
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"temperature_c",
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"production_kg",
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"exports_kg",
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"fuel_index",
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"inflation_yoy_pct"
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],
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"seasonality": "season (auto from date, can override)"
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},
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"internal_auto_features": [
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"price_lag_1w_rs",
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"price_lag_4w_rs",
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"price_lag_12w_rs",
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"price_lag_48w_rs",
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"price_rollmean_4w_rs",
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"price_rollmean_12w_rs",
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"price_rollmean_48w_rs",
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"month_sin",
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"month_cos",
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"week_in_month",
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"month",
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"year"
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],
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"validation_metrics": {
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"MAE": 236.42255651770014,
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"RMSE": 264.914076185626,
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"R2": -1.446572736879666,
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"MAPE_%": 14.561939423976408
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},
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"test_metrics": {
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"MAE": 235.94937865586834,
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"RMSE": 270.28251148948794,
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"R2": -0.43772939567736135,
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"MAPE_%": 17.654617690880166
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}
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}
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model/random_forest_report_inputs_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1223731007c140d5d5b1126180fae4b2e2e0195c1a386908b017ad01f50b06f
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size 320715488
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model/smarttea_yield_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6f235de3f8925f82f086169101759fdbeb7f84269746591fe24577dbf5a27c5
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size 1339830
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model/tea_mobilenet_v2.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:b773f1b3ba5f8013ec33414adc082ddf615b2c02f443f6d464619d08777413b0
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size 9448432
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model/tea_mobilenet_v2.keras
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4d2571194b4d5ea123524ca3bc2d8737855789429ca581ba003e9a877125814
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size 9677936
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model/tea_mobilenet_v2.tflite
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version https://git-lfs.github.com/spec/v1
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oid sha256:d441460f1c03200ba8e5f21a5128fccc0d97696e3b40639d8ae75ced8172718d
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size 2511056
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model/tea_mobilenet_v2.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:43bad527fcaed851ecb637b233d108465805374ad7c5f24f26807271472d666b
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size 9519904
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