├── .gitignore ├── README.md └── odsc ├── 2019 ├── 1_OpenML_Introduction.ipynb ├── 2_OpenML_PlottingHyperparameterSurface.ipynb ├── 3_GAMA_Tutorial.ipynb ├── AutoML Tutorial - ODSC.pdf ├── LICENSE ├── README.md ├── images │ ├── gama │ │ ├── crossover_txt.png │ │ ├── mutations_txt.png │ │ └── pareto.png │ └── openml │ │ ├── dots.png │ │ └── svc_scatterheat.png └── rendered │ ├── 1_OpenML_Introduction.html │ ├── 2_OpenML_PlottingHyperparameterSurface.html │ ├── 3_GAMA_Tutorial.html │ └── README.md └── 2021 ├── 1_OpenML_Introduction.ipynb ├── 2_OpenML_PlottingHyperparameterSurface.ipynb ├── 3_AutoML_Python.ipynb ├── 4_AutoMLBenchmark.ipynb ├── AutoML_ODSC.pdf ├── Automated Machine Learning - ODSC 2021.pdf ├── README.md └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | *.ipynb_checkpoints 2 | .idea/ 3 | **/venv/* -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PGijsbers/Talks/HEAD/README.md -------------------------------------------------------------------------------- /odsc/2019/1_OpenML_Introduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PGijsbers/Talks/HEAD/odsc/2019/1_OpenML_Introduction.ipynb -------------------------------------------------------------------------------- /odsc/2019/2_OpenML_PlottingHyperparameterSurface.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PGijsbers/Talks/HEAD/odsc/2019/2_OpenML_PlottingHyperparameterSurface.ipynb -------------------------------------------------------------------------------- /odsc/2019/3_GAMA_Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PGijsbers/Talks/HEAD/odsc/2019/3_GAMA_Tutorial.ipynb -------------------------------------------------------------------------------- /odsc/2019/AutoML Tutorial - 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