├── .gitattributes ├── .gitignore ├── BatchScoringJob.md ├── LICENSE ├── README.md ├── batch-scoring-spark.png ├── data ├── errors.csv.gz ├── failures.csv.gz ├── machines.csv.gz ├── maint.csv.gz └── telemetry.csv.gz ├── images ├── labelling-for-binary-classification.png ├── machine.png ├── rolling-aggregate-features.png └── tumbling-aggregate-features.png ├── jobs ├── 3_CreateScoringPipeline.tmpl └── Readme.md ├── notebooks ├── 1_data_ingestion.ipynb ├── 1a_raw_data_exploring.ipynb ├── 2_Training_Pipeline.ipynb ├── 2a_feature_engineering.ipynb ├── 2a_feature_exploration.ipynb ├── 2b_model_building.ipynb ├── 2b_model_testing.ipynb ├── 3_Scoring_Pipeline.ipynb ├── 3b_model_scoring.ipynb └── 3b_model_scoring_evaluation.ipynb └── scripts ├── Readme.md └── config.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Azure/BatchSparkScoringPredictiveMaintenance/HEAD/.gitattributes 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