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https://issues.apache.org/jira/browse/IGNITE-8232?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-8232:
-----------------------------------
Description:
# Cleanup {{org.apache.ignite.ml.Trainer}} and correspondent
{{LinearRegressionQRTrainer}}.
# Cleanup {{org.apache.ignite.ml.trainers.Trainer}} and correspondent
{{GroupTrainer}}/{{Metaoptimizer}}.
# Use {{EmptyContext}} class instead of {{KNNPartitionContext}},
{{LabelPartitionContext}}, and {{SVMPartitionContext}}.
# Cleanup {{Estimators}} class.
# Add {{serialVersionUID}} to {{KNNClassificationModel}},
{{KNNRegressionModel}}, {{SVMLinearMultiClassClassificationModel}} classes.
# Use {{SimpleLabeledDatasetData}} instead of {{LinSysPartitionDataOnHeap}}.
# Cleanup {{GradientFunction}}, {{GradientDescent}},
{{LeastSquaresGradientFunction}}, etc. in {{optimization}} package.
# Update {{KNNRegressionTest}}, {{KNNRegressionTest}}, {{KNNRegressionTest}} to
run without Ignite.
was:
Cleanup {{org.apache.ignite.ml.Trainer}} and correspondent
{{LinearRegressionQRTrainer}}.
Cleanup {{org.apache.ignite.ml.trainers.Trainer}} and correspondent
{{GroupTrainer}}/{{Metaoptimizer}}.
Use {{EmptyContext}} class instead of {{KNNPartitionContext}},
{{LabelPartitionContext}}, and {{SVMPartitionContext}}.
Cleanup {{Estimators}} class.
Add {{serialVersionUID}} to {{KNNClassificationModel}}, {{KNNRegressionModel}},
{{SVMLinearMultiClassClassificationModel}} classes.
Use {{SimpleLabeledDatasetData}} instead of {{LinSysPartitionDataOnHeap}}.
Cleanup {{GradientFunction}}, {{GradientDescent}},
{{LeastSquaresGradientFunction}}, etc. in {{optimization}} package.
Update {{KNNRegressionTest}}, {{KNNRegressionTest}}, {{KNNRegressionTest}} to
run without Ignite.
> ML package cleanup for 2.5 release
> ----------------------------------
>
> Key: IGNITE-8232
> URL: https://issues.apache.org/jira/browse/IGNITE-8232
> Project: Ignite
> Issue Type: Improvement
> Components: ml
> Affects Versions: 2.5
> Reporter: Anton Dmitriev
> Assignee: Anton Dmitriev
> Priority: Major
>
> # Cleanup {{org.apache.ignite.ml.Trainer}} and correspondent
> {{LinearRegressionQRTrainer}}.
> # Cleanup {{org.apache.ignite.ml.trainers.Trainer}} and correspondent
> {{GroupTrainer}}/{{Metaoptimizer}}.
> # Use {{EmptyContext}} class instead of {{KNNPartitionContext}},
> {{LabelPartitionContext}}, and {{SVMPartitionContext}}.
> # Cleanup {{Estimators}} class.
> # Add {{serialVersionUID}} to {{KNNClassificationModel}},
> {{KNNRegressionModel}}, {{SVMLinearMultiClassClassificationModel}} classes.
> # Use {{SimpleLabeledDatasetData}} instead of {{LinSysPartitionDataOnHeap}}.
> # Cleanup {{GradientFunction}}, {{GradientDescent}},
> {{LeastSquaresGradientFunction}}, etc. in {{optimization}} package.
> # Update {{KNNRegressionTest}}, {{KNNRegressionTest}}, {{KNNRegressionTest}}
> to run without Ignite.
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