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doc update

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This commit is contained in:
vitor-aignosi
2026-04-17 12:12:58 -03:00
parent 31e95cbdf8
commit 50d0ea6f32
2 changed files with 110 additions and 134 deletions
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27
input-sample.md
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@@ -19,7 +19,7 @@ VALUES(
now(),
'model-training',
'training_data.csv',
'{"experiment_run_id":1001,"variable_columns":["feature_a","feature_b"],"target_variable":"target","bucket_name":"model-training","file_name":"training_data.csv","line_separator":",","decimal_separator":".","train_size":80,"shuffle":true,"model_name":"Linear Regression","model_type":"linear_regression","data_model_kwargs":{},"model_kwargs":{},"opt_params":{},"model_metadata":{"schemas":{"components":{"schemas":{}}}}}',
'{"experiment_run_id":1001,"variable_columns":["feature_a","feature_b"],"target_variable":"target","bucket_name":"model-training","file_name":"training_data.csv","line_separator":",","decimal_separator":".","train_size":80,"shuffle":true,"model_name":"Linear Regression","model_type":"linear_regression","data_model_kwargs":{"lag_train":{"feature_a":0,"feature_b":0},"lag_val":{"feature_a":0,"feature_b":0},"nan_treatment":"drop"},"model_kwargs":{"degree":1,"scaler_name":"Standard Scaler"},"opt_params":{}}',
null
);
```
@@ -48,9 +48,28 @@ Keys match `TrainModelParams.from_dict` in `model_manager/utils/models/train_mod
"random_state": 42,
"model_name": "test-runtime-linear-regression-model",
"model_type": "linear_regression",
"model_id": 1001,
"data_model_kwargs": {},
"model_kwargs": {},
"data_model_kwargs": {
"lag_train": {
"feature_a": 0,
"feature_b": 0
},
"lag_val": {
"feature_a": 0,
"feature_b": 0
},
"nan_treatment": "drop",
"rem_static_win": false,
"static_threshold": null,
"start_date": null,
"end_date": null,
"support_filters": {},
"removed_intervals": []
},
"model_kwargs": {
"degree": 1,
"interaction_only": false,
"scaler_name": "Standard Scaler"
},
"opt_params": {}
}
```