Converts a dictionary to a ModelInfo object.
Input Parameters | Type | Default | Description |
---|---|---|---|
deserialized_json | dict | The dictionary object to be converted |
import pandas as pd
df = pd.read_csv('example_dataset.csv')
dataset_info = fdl.DatasetInfo.from_dataframe(
df=df
)
model_info = fdl.ModelInfo.from_dataset_info(
dataset_info=dataset_info,
features=[
'feature_1',
'feature_2',
'feature_3'
],
outputs=[
'output_column'
],
target='target_column',
input_type=fdl.ModelInputType.TABULAR,
model_task=fdl.ModelTask.BINARY_CLASSIFICATION
)
model_info_dict = model_info.to_dict()
new_model_info = fdl.ModelInfo.from_dict(
deserialized_json={
'model': model_info_dict
}
)
Return Type | Description |
---|---|
fdl.ModelInfo | A fdl.ModelInfo() object constructed from the dictionary. |