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Observability#15

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fmind merged 21 commits intomainfmind/mlops-python-package:mainfrom observabilityfmind/mlops-python-package:observabilityCopy head branch name to clipboardJul 23, 2024

+13,734-707

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Commits on Jun 28, 2024

• feat(observability): add infrastructure through mlflow system metrics

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Commits on Jun 29, 2024

• feat(observability): add alerting with plyer notifications

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Commits on Jul 6, 2024

• feat(notification): add service and alerts with plyer

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• feat(data): add train, test, and sample data

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• fix(data): add parquet data

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Commits on Jul 10, 2024

• feat(explanations): add explainability features and tooling

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Commits on Jul 12, 2024

• feat(lineage): add lineage features through mlflow data api

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• fix(data): fix models explanations name

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Commits on Jul 13, 2024

• fix(paths): fix path for explanation job

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• fix(mlflow): remove input examples following the addition of lineage

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• Revert "fix(mlflow): remove input examples following the addition of lineage"

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• fix(warnings): improve styles and remove warnings

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Commits on Jul 16, 2024

• fix(loading): use version or alias for loading models

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Commits on Jul 20, 2024

• feat(monitoring): add mlflow.evaluate API

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• fix(evaluation): add evaluation files

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• feat(mlproject): add mlflow project and tasks

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• fix(projects): change naming convention

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Commits on Jul 21, 2024

• feat(kpi): add key performance indicators

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• fix(kpi): add key performance indicators

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• style(style): improve docs, styles, and readme

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• bump: version 1.0.1 → 1.1.0

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