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CHANGELOG.md

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v2.0.0 (2024-07-28)

Feat

  • cruft: adopt cruft and link it to cookiecutter-mlops-package

v1.1.3 (2024-07-28)

Fix

  • mlproject: fix calling mlflow run by adding project run in front

v1.1.2 (2024-07-28)

Fix

  • dependencies: add setuptools to main dependency for mlflow

v1.1.1 (2024-07-23)

Fix

  • publish: fix publication workflow by installing dev dependencies

v1.1.0 (2024-07-21)

Feat

  • kpi: add key performance indicators
  • mlproject: add mlflow project and tasks
  • monitoring: add mlflow.evaluate API
  • lineage: add lineage features through mlflow data api
  • explanations: add explainability features and tooling
  • data: add train, test, and sample data
  • notification: add service and alerts with plyer
  • observability: add alerting with plyer notifications
  • observability: add infrastructure through mlflow system metrics

Fix

  • kpi: add key performance indicators
  • projects: change naming convention
  • evaluation: add evaluation files
  • loading: use version or alias for loading models
  • warnings: improve styles and remove warnings
  • mlflow: remove input examples following the addition of lineage
  • paths: fix path for explanation job
  • data: fix models explanations name
  • data: add parquet data

v1.0.1 (2024-06-28)

Fix

  • version: bump