├── .gitignore ├── README.md ├── helper.py ├── notebooks ├── .ipynb_checkpoints │ ├── Create Dataframes-checkpoint.ipynb │ ├── First Exploration-checkpoint.ipynb │ ├── Last try-checkpoint.ipynb │ ├── Load Raw Data and create a Dataframe. Each Dataset ID is joined assuming the same distribution for all after normalizing it-checkpoint.ipynb │ ├── Models for All Dataframe-checkpoint.ipynb │ ├── Models for separated Dataset ID-checkpoint.ipynb │ ├── PipelineTurbofan-checkpoint.ipynb │ ├── Untitled-checkpoint.ipynb │ └── plots-checkpoint.ipynb ├── Create Dataframes.ipynb ├── Exploratory Analysis for all Dataframe.ipynb ├── Exploratory Analysis for different dataset ID.ipynb ├── First Exploration.ipynb ├── Last try.ipynb ├── Load Raw Data and create a Dataframe. Each Dataset ID is joined assuming the same distribution for all after normalizing it.ipynb ├── Load Raw Data and create a Dataframe. Each Dataset ID is processed separately.ipynb ├── Models for All Dataframe.ipynb ├── Models for separated Dataset ID.ipynb ├── PipelineTurbofan.ipynb ├── Untitled.ipynb └── plots.ipynb ├── pkg_file ├── setup.py └── turbofan_pkg │ ├── DataReader.py │ ├── FileLogger.py │ ├── Trainer.py │ ├── __init__.py │ ├── helper.py │ └── models │ ├── DRNN.py │ ├── Model.py │ ├── QRNN.py │ ├── TCN.py │ └── __init__.py ├── process.py ├── requirements.txt └── scripts ├── FinalScript.py └── script.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/README.md -------------------------------------------------------------------------------- /helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/helper.py -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/Create Dataframes-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/notebooks/.ipynb_checkpoints/Create Dataframes-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/First Exploration-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/notebooks/.ipynb_checkpoints/First Exploration-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/Last try-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RodrigoNeves95/C-MAPSS_Problem/HEAD/notebooks/.ipynb_checkpoints/Last try-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/Load Raw Data and create a Dataframe. 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