ParameterGrid
Grid of parameters with a discrete number of values for each.
Can be used to iterate over parameter value combinations with the Python built-in function iter. The order of the generated parameter combinations is deterministic.
Read more in the User Guide.
Python Reference (opens in a new tab)
Constructors
constructor()
Signature
new ParameterGrid(opts?: object): ParameterGrid;Parameters
| Name | Type | Description |
|---|---|---|
opts? | object | - |
opts.param_grid? | any | The parameter grid to explore, as a dictionary mapping estimator parameters to sequences of allowed values. An empty dict signifies default parameters. A sequence of dicts signifies a sequence of grids to search, and is useful to avoid exploring parameter combinations that make no sense or have no effect. See the examples below. |
Returns
Defined in: generated/model_selection/ParameterGrid.ts:25 (opens in a new tab)
Methods
dispose()
Disposes of the underlying Python resources.
Once dispose() is called, the instance is no longer usable.
Signature
dispose(): Promise<void>;Returns
Promise<void>
Defined in: generated/model_selection/ParameterGrid.ts:92 (opens in a new tab)
init()
Initializes the underlying Python resources.
This instance is not usable until the Promise returned by init() resolves.
Signature
init(py: PythonBridge): Promise<void>;Parameters
| Name | Type |
|---|---|
py | PythonBridge |
Returns
Promise<void>
Defined in: generated/model_selection/ParameterGrid.ts:52 (opens in a new tab)
Properties
_isDisposed
boolean=false
Defined in: generated/model_selection/ParameterGrid.ts:23 (opens in a new tab)
_isInitialized
boolean=false
Defined in: generated/model_selection/ParameterGrid.ts:22 (opens in a new tab)
_py
PythonBridge
Defined in: generated/model_selection/ParameterGrid.ts:21 (opens in a new tab)
id
string
Defined in: generated/model_selection/ParameterGrid.ts:18 (opens in a new tab)
opts
any
Defined in: generated/model_selection/ParameterGrid.ts:19 (opens in a new tab)
Accessors
py
Signature
py(): PythonBridge;Returns
PythonBridge
Defined in: generated/model_selection/ParameterGrid.ts:39 (opens in a new tab)
Signature
py(pythonBridge: PythonBridge): void;Parameters
| Name | Type |
|---|---|
pythonBridge | PythonBridge |
Returns
void
Defined in: generated/model_selection/ParameterGrid.ts:43 (opens in a new tab)