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Use Adagrad optimiser for Linear regression by default #3291

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rithin-pullela-aws
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Description

Updated default optimiser from SIMPLE_SGD to ADA_GRAD

Related Issues

Resolves #3210

Check List

  • New functionality includes testing.
  • New functionality has been documented.
  • API changes companion pull request created.
  • Commits are signed per the DCO using --signoff.
  • Public documentation issue/PR created.

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
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Hi @rithin-pullela-aws, can you try adding test to verify this change?

@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 23, 2024 19:00 — with GitHub Actions Inactive
@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 26, 2024 18:30 — with GitHub Actions Inactive
@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 26, 2024 18:30 — with GitHub Actions Inactive
@rithin-pullela-aws rithin-pullela-aws had a problem deploying to ml-commons-cicd-env-require-approval December 26, 2024 18:32 — with GitHub Actions Failure
@rithin-pullela-aws rithin-pullela-aws had a problem deploying to ml-commons-cicd-env-require-approval December 26, 2024 18:32 — with GitHub Actions Failure
Signed-off-by: rithin-pullela-aws <[email protected]>
@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 26, 2024 22:24 — with GitHub Actions Inactive
@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 26, 2024 22:24 — with GitHub Actions Inactive
@rithin-pullela-aws rithin-pullela-aws temporarily deployed to ml-commons-cicd-env-require-approval December 26, 2024 23:29 — with GitHub Actions Inactive
@ylwu-amzn ylwu-amzn merged commit f323141 into opensearch-project:main Dec 30, 2024
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opensearch-trigger-bot bot pushed a commit that referenced this pull request Dec 30, 2024
* Use AdaGrad optimiser by default in Liner Resgression

Signed-off-by: rithin-pullela-aws <[email protected]>

* Added issue link in the code comment as a reference.

Signed-off-by: rithin-pullela-aws <[email protected]>

* Apply Spotless

Signed-off-by: rithin-pullela-aws <[email protected]>

---------

Signed-off-by: rithin-pullela-aws <[email protected]>
(cherry picked from commit f323141)
dhrubo-os pushed a commit that referenced this pull request Dec 31, 2024
* Use AdaGrad optimiser by default in Liner Resgression

Signed-off-by: rithin-pullela-aws <[email protected]>

* Added issue link in the code comment as a reference.

Signed-off-by: rithin-pullela-aws <[email protected]>

* Apply Spotless

Signed-off-by: rithin-pullela-aws <[email protected]>

---------

Signed-off-by: rithin-pullela-aws <[email protected]>
(cherry picked from commit f323141)

Co-authored-by: Rithin Pullela <[email protected]>
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[BUG] Linear regression model predicts NaN values only
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