├── Automunge ├── Automunger.py └── __init__.py ├── Automunge_Technical_Summary_Final.pdf ├── Changelog.md ├── FamilyTrees.md ├── LICENSE ├── README.md ├── Tutorials ├── 01 - Automunge under automation.ipynb ├── 02 - Examples of Transformations.ipynb ├── 03 - Feature Importance Demonstration.ipynb ├── 04 - Data Augmentation Demonstration.ipynb ├── 05 - String Parsing Validation.ipynb ├── 06 - Inversion Demonstration.ipynb ├── 07 - Family Tree Primitives.ipynb ├── 08 - ML infill.ipynb ├── 09 - Transformation Specification Workflows.ipynb ├── 10 - Oversampling Demonstration.ipynb ├── 11 - Custom Transformations.ipynb ├── 12 - Custom ML Infill Demonstrations.ipynb ├── 13 - Large Data Set Tutorial.ipynb ├── 14 - pickle tutorial - security and alternate workflows.ipynb ├── 15 - Noise Injection Demonstrations.ipynb └── 16 - Spark integration tutorial.ipynb ├── Validations.md └── setup.py /Automunge/Automunger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/Automunge/Automunger.py -------------------------------------------------------------------------------- /Automunge/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/Automunge/__init__.py -------------------------------------------------------------------------------- /Automunge_Technical_Summary_Final.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/Automunge_Technical_Summary_Final.pdf -------------------------------------------------------------------------------- /Changelog.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/Changelog.md -------------------------------------------------------------------------------- /FamilyTrees.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/FamilyTrees.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Automunge/AutoMunge/HEAD/README.md -------------------------------------------------------------------------------- /Tutorials/01 - 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