├── .dockerignore ├── .github └── workflows │ └── main.yaml ├── .gitignore ├── .vscode ├── extensions.json ├── settings.json └── tasks.json ├── Dockerfile ├── README.md ├── airflow └── dags │ ├── batch_prediction.py │ └── training_pipeline.py ├── aps_failure_training_set1.csv ├── batch_prediciton.py ├── data_dump.py ├── docker-compose.yaml ├── main.py ├── notebook ├── Scania_APS_failure_prediction.ipynb └── validate.ipynb ├── requirements.txt ├── revision.pdf ├── sensor ├── __init__.py ├── components │ ├── __init__.py │ ├── data_ingestion.py │ ├── data_transformation.py │ ├── data_validation.py │ ├── model_evaluation.py │ ├── model_pusher.py │ └── model_trainer.py ├── config.py ├── entity │ ├── __init__.py │ ├── artifact_entity.py │ └── config_entity.py ├── exception.py ├── logger.py ├── pipeline │ ├── __init__.py │ ├── batch_prediction.py │ └── training_pipeline.py ├── predictor.py └── utils.py ├── setup.py ├── start.sh ├── test.ipynb └── train.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.dockerignore -------------------------------------------------------------------------------- /.github/workflows/main.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.github/workflows/main.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/extensions.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.vscode/extensions.json -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /.vscode/tasks.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/.vscode/tasks.json -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/README.md -------------------------------------------------------------------------------- /airflow/dags/batch_prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/airflow/dags/batch_prediction.py -------------------------------------------------------------------------------- /airflow/dags/training_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/airflow/dags/training_pipeline.py -------------------------------------------------------------------------------- /aps_failure_training_set1.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/aps_failure_training_set1.csv -------------------------------------------------------------------------------- /batch_prediciton.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/batch_prediciton.py -------------------------------------------------------------------------------- /data_dump.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/data_dump.py -------------------------------------------------------------------------------- /docker-compose.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/docker-compose.yaml -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/main.py -------------------------------------------------------------------------------- /notebook/Scania_APS_failure_prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/notebook/Scania_APS_failure_prediction.ipynb -------------------------------------------------------------------------------- /notebook/validate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/notebook/validate.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/requirements.txt -------------------------------------------------------------------------------- /revision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/revision.pdf -------------------------------------------------------------------------------- /sensor/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/__init__.py -------------------------------------------------------------------------------- /sensor/components/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /sensor/components/data_ingestion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/data_ingestion.py -------------------------------------------------------------------------------- /sensor/components/data_transformation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/data_transformation.py -------------------------------------------------------------------------------- /sensor/components/data_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/data_validation.py -------------------------------------------------------------------------------- /sensor/components/model_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/model_evaluation.py -------------------------------------------------------------------------------- /sensor/components/model_pusher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/model_pusher.py -------------------------------------------------------------------------------- /sensor/components/model_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/components/model_trainer.py -------------------------------------------------------------------------------- /sensor/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/config.py -------------------------------------------------------------------------------- /sensor/entity/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /sensor/entity/artifact_entity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/entity/artifact_entity.py -------------------------------------------------------------------------------- /sensor/entity/config_entity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/entity/config_entity.py -------------------------------------------------------------------------------- /sensor/exception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/exception.py -------------------------------------------------------------------------------- /sensor/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/logger.py -------------------------------------------------------------------------------- /sensor/pipeline/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /sensor/pipeline/batch_prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/pipeline/batch_prediction.py -------------------------------------------------------------------------------- /sensor/pipeline/training_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/pipeline/training_pipeline.py -------------------------------------------------------------------------------- /sensor/predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/predictor.py -------------------------------------------------------------------------------- /sensor/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/sensor/utils.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/setup.py -------------------------------------------------------------------------------- /start.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/start.sh -------------------------------------------------------------------------------- /test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/test.ipynb -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yadav-avnish/aps-fault-detection/HEAD/train.py --------------------------------------------------------------------------------