The HyperTransformer manages all the transformers you need for an entire, multi-column dataset. In this section, we'll talk through the details and API methods you'll need to use it.
The process takes 3 steps:
- 1.Preparation. Create your HyperTransformer object and load your data
- 2.Configuration. Set and customize the configuration that HyperTransformer will use to transform your data.
- 3.Transformation. Use the transformer to convert raw data to numerical and vice versa.