Upload comprehensive_training_summary.json with huggingface_hub
Browse files
comprehensive_training_summary.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"training_date": "2025-08-21T06:58:06.660893",
|
| 3 |
+
"models_trained": {
|
| 4 |
+
"traditional_ml": [
|
| 5 |
+
"RandomForest",
|
| 6 |
+
"GradientBoosting",
|
| 7 |
+
"LinearRegression",
|
| 8 |
+
"Ridge",
|
| 9 |
+
"Lasso",
|
| 10 |
+
"SVR",
|
| 11 |
+
"XGBoost",
|
| 12 |
+
"LightGBM"
|
| 13 |
+
],
|
| 14 |
+
"lstm": []
|
| 15 |
+
},
|
| 16 |
+
"scalers_saved": {
|
| 17 |
+
"traditional_ml": [
|
| 18 |
+
"feature_scaler"
|
| 19 |
+
],
|
| 20 |
+
"lstm": []
|
| 21 |
+
},
|
| 22 |
+
"model_architectures": {
|
| 23 |
+
"traditional_ml": {
|
| 24 |
+
"RandomForest": "Ensemble of 100 decision trees",
|
| 25 |
+
"GradientBoosting": "Gradient boosting with 100 estimators",
|
| 26 |
+
"LinearRegression": "Linear regression",
|
| 27 |
+
"Ridge": "Ridge regression with L2 regularization",
|
| 28 |
+
"Lasso": "Lasso regression with L1 regularization",
|
| 29 |
+
"SVR": "Support Vector Regression with RBF kernel",
|
| 30 |
+
"XGBoost": "Extreme Gradient Boosting",
|
| 31 |
+
"LightGBM": "Light Gradient Boosting Machine"
|
| 32 |
+
},
|
| 33 |
+
"lstm": {
|
| 34 |
+
"LSTM": {
|
| 35 |
+
"type": "LSTM with Attention",
|
| 36 |
+
"input_size": "Dynamic based on features",
|
| 37 |
+
"hidden_size": 128,
|
| 38 |
+
"num_layers": 3,
|
| 39 |
+
"bidirectional": true,
|
| 40 |
+
"dropout": 0.3
|
| 41 |
+
}
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"data_info": {
|
| 45 |
+
"source": "NSE Bhavcopy",
|
| 46 |
+
"date_range": "2025-01-01 to 2025-08-20",
|
| 47 |
+
"features_used": [
|
| 48 |
+
"OpnPric",
|
| 49 |
+
"HghPric",
|
| 50 |
+
"LwPric",
|
| 51 |
+
"LastPric",
|
| 52 |
+
"PrvsClsgPric",
|
| 53 |
+
"Price_Range",
|
| 54 |
+
"Price_Change",
|
| 55 |
+
"Price_Change_Pct",
|
| 56 |
+
"Volume_Price_Ratio",
|
| 57 |
+
"SMA_5",
|
| 58 |
+
"SMA_20",
|
| 59 |
+
"Price_Momentum",
|
| 60 |
+
"Volume_MA",
|
| 61 |
+
"Volume_Ratio",
|
| 62 |
+
"TtlTradgVol",
|
| 63 |
+
"TtlTrfVal"
|
| 64 |
+
]
|
| 65 |
+
}
|
| 66 |
+
}
|