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Observability #15

Merged
merged 21 commits into from
Jul 23, 2024
Merged

Observability #15

merged 21 commits into from
Jul 23, 2024

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fmind
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@fmind fmind commented Jul 21, 2024

Changes

  • Mlflow Project
  • Mlflow Evaluate
  • Notifications (Plyer)
  • Mlflow Datasets
  • Mlflow KPIs
  • SHAP
  • Mlflow System Metrics

Reasons

  • Create a new MLOps Coding Course chapter

Testing

  • Run all project tasks

Impacts

  • Release new version

Notes

fmind added 19 commits June 28, 2024 22:20
@fmind
feat(observability): add infrastructure through mlflow system metrics
fea1be0
@fmind
feat(observability): add alerting with plyer notifications
c47892e
@fmind
feat(notification): add service and alerts with plyer
d6ca5a3
@fmind
feat(data): add train, test, and sample data
28b56ef
@fmind
fix(data): add parquet data
a2b8058
@fmind
feat(explanations): add explainability features and tooling
9adca52
@fmind
feat(lineage): add lineage features through mlflow data api
28321ff
@fmind
fix(data): fix models explanations name
32d77a6
@fmind
fix(paths): fix path for explanation job
82744bb
@fmind
fix(mlflow): remove input examples following the addition of lineage
05be890
@fmind
Revert "fix(mlflow): remove input examples following the addition of …
25b7b1c 
…lineage"

This reverts commit 05be890.
@fmind
fix(warnings): improve styles and remove warnings
8a7a8f1
@fmind
fix(loading): use version or alias for loading models
7ec2d29
@fmind
feat(monitoring): add mlflow.evaluate API
f72aa93
@fmind
fix(evaluation): add evaluation files
50ee720
@fmind
feat(mlproject): add mlflow project and tasks
f4c5aa8
@fmind
fix(projects): change naming convention
f071dd1
@fmind
feat(kpi): add key performance indicators
2d182ab
@fmind
fix(kpi): add key performance indicators
ee17d0a
@fmind fmind added the feat A new feature. Correlates with MINOR in SemVer label Jul 21, 2024
@fmind fmind self-assigned this Jul 21, 2024
@fmind fmind merged commit be5bf88 into main Jul 23, 2024
1 check passed
@fmind fmind deleted the observability branch July 23, 2024 19:18
This was referenced Jul 23, 2024
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