Hi there! Are you looking for the official Deno documentation? Try docs.deno.com for all your Deno learning needs.

ContinuousParameterRange

import type { ContinuousParameterRange } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

A list of continuous hyperparameters to tune.

interface ContinuousParameterRange {
MaxValue: string;
MinValue: string;
Name: string;
ScalingType?: HyperParameterScalingType | null;
}

§Properties

§
MaxValue: string
[src]

The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.

§
MinValue: string
[src]

The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.

§
Name: string
[src]

The name of the continuous hyperparameter to tune.

§
ScalingType?: HyperParameterScalingType | null
[src]

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Auto: SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale. Logarithmic scaling works only for ranges that have only values greater than 0.

ReverseLogarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale. Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.