schema
HyDRATraceSchema(time, state, derivative, inputs=())
dataclass
Column schema for HyDRA trace-based learning.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
time
|
str
|
Time column name. |
required |
state
|
tuple[str, ...]
|
State column names used as model inputs. |
required |
derivative
|
tuple[str, ...]
|
Derivative column names used as model outputs. |
required |
inputs
|
tuple[str, ...]
|
Optional external input column names. |
()
|
HyDRA currently expects derivative columns to align with state columns and
supports single-output training in HyDRALearner.