org.apache.ignite.ml.environment

Interface LearningEnvironment

public interface LearningEnvironment

Specifies a set of utility-objects helpful at runtime but optional for learning algorithm (like thread pool for parallel learning in bagging model or logger).

Field Summary

Fields

Modifier and Type	Field and Description
static LearningEnvironment	DEFAULT Default environment

Method Summary

Modifier and Type	Method and Description
static LearningEnvironmentBuilder	builder() Creates an instance of LearningEnvironmentBuilder.
MLLogger	logger() Returns an instance of logger.
<T> MLLogger	logger(Class<T> forCls) Returns an instance of logger for specific class.
ParallelismStrategy	parallelismStrategy() Returns Parallelism Strategy instance.

Field Detail

DEFAULT

static final LearningEnvironment DEFAULT

Default environment

Method Detail

parallelismStrategy

ParallelismStrategy parallelismStrategy()

Returns Parallelism Strategy instance.

logger

MLLogger logger()

Returns an instance of logger.

logger

<T> MLLogger logger(Class<T> forCls)

Returns an instance of logger for specific class.

Parameters:

forCls - Logging class context.

builder

static LearningEnvironmentBuilder builder()

Creates an instance of LearningEnvironmentBuilder.