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

# forecast_type

#### `forecast_type: <str>` (Optional)

## Description

Chooses the type of forecasting model being used. Possible options are:

* `mlp`: Uses an MLP to make the final prediction across all future timestamps.

* `implicit`: Uses a shared MLP across all future timestamps, conditioned on the future timestamp.

* `autoregressive`: Uses an RNN-based forecasting head with support for autoregressive prediction.

The default setting is `forecast_type=mlp`.

### Supported Task Types

* Forecasting

<Warning>
  Experimental Feature
</Warning>