> ## Documentation Index
> Fetch the complete documentation index at: https://aidflow.aigensys.com/llms.txt
> Use this file to discover all available pages before exploring further.

# FeatureStabilizerWorker.transform

**def FeatureStabilizerWorker.transform**(self, data) [\[source\]](https://github.com/aigensys-labs/aidflow/blob/main/AID/\TRUENAS\aig_modeling_Products\AID\1_0_Lib\AID\data\screen\fe_stabilizer.py#L686)

Apply the trained stationarity filter to new data.

#### Parameters

**`data`** : *`pDF`*
Input data to filter.

#### Returns

*`FeStabilizerResult`*
Stationarity-verified data + feature classification.


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