├── .dask └── config.yaml ├── .gitignore ├── 01-Intro.ipynb ├── 02-Extract.ipynb ├── 03-Features-Modeling.ipynb ├── 04-Lab-Modeling.ipynb ├── 04a-Solution-Modeling.ipynb ├── 05-Tuning.ipynb ├── 06-Lab-Tuning.ipynb ├── 07-Scoring-Orchestration.ipynb ├── 08-RaySGD-MLflow.ipynb ├── 09-Wrapup.ipynb ├── README.md ├── binder ├── apt.txt ├── environment.yml ├── jupyterlab-workspace.json ├── postBuild └── start ├── data ├── california │ ├── _SUCCESS │ ├── _committed_2595799468439767928 │ ├── _started_2595799468439767928 │ ├── part-00000-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-105-1-c000.snappy.parquet │ ├── part-00001-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-106-1-c000.snappy.parquet │ ├── part-00002-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-107-1-c000.snappy.parquet │ ├── part-00003-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-108-1-c000.snappy.parquet │ ├── part-00004-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-109-1-c000.snappy.parquet │ ├── part-00005-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-110-1-c000.snappy.parquet │ ├── part-00006-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-111-1-c000.snappy.parquet │ └── part-00007-tid-2595799468439767928-8acbc669-35b8-49ef-ae03-df77016f96f8-112-1-c000.snappy.parquet ├── diamonds.csv └── powerplant.csv └── images ├── cpv1.mp4 ├── dask-array.svg ├── dask-dataframe.svg ├── data.jpg ├── flow-analyze.png ├── flow-base.png ├── flow-extract.png ├── flow-model.png ├── flow-transform.png ├── largest.jpg └── psf-logo@2x.png /.dask/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adbreind/techniques/HEAD/.dask/config.yaml -------------------------------------------------------------------------------- /.gitignore: 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