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examples/xgboost_synthetic
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Jeremy Lewi 712c29a18e Fix issues with the xgboost_synthetic example and deploying the model. (#682) 
* Fix issues with the xgboost_synthetic example and deploying the model.

* install newer version of fairing
* modify preprocessor to use custom dockerfile
* use newer 0.7 base image.
* Fix endpoint.

Related to:

kubeflow/examples#673 model doesn't deploy its crash looping
Related to kubeflow/examples#655 update example to work with 0.7

* Add some comments to the notebook.
 		2019-11-25 14:55:10 -08:00
..
images Fix a bunch of issues with the xgboost_synthetic example (#621) 2019-08-19 16:05:32 -07:00
testing Fix miscellaneous bugs with the xgboost_synthetic test (#676) 2019-11-07 19:46:19 -08:00
.gitignore Fix a bunch of issues with the xgboost_synthetic example (#621) 2019-08-19 16:05:32 -07:00
Dockerfile Update xgboost_synthetic test infra; preliminary updates to work with 0.7.0 (#666) 2019-10-24 19:53:38 -07:00
Makefile add testing for xgboost_synthetic (#633) 2019-09-16 15:28:24 -07:00
README.md Update readme for xgboost-synthetic and remove outdated yaml file (#605) 2019-07-22 18:20:54 -07:00
build-train-deploy.ipynb Fix issues with the xgboost_synthetic example and deploying the model. (#682) 2019-11-25 14:55:10 -08:00
notebook_setup.py Fix issues with the xgboost_synthetic example and deploying the model. (#682) 2019-11-25 14:55:10 -08:00
requirements.txt update to kubeflow-metadata in examples (#646) 2019-09-26 16:13:34 -07:00
util.py Update xgboost_synthetic test infra; preliminary updates to work with 0.7.0 (#666) 2019-10-24 19:53:38 -07:00
xgboost_util.py Add kubecon demo to xgboost_ames_housing directory (#589) 2019-07-16 10:33:25 -07:00

README.md

xgboost-synthetic

Kubeflow fairing, pipelines demo using synthetic data. This notebook build-train-deploy.ipynb can be executed using one of the stock notebook images launched through Kubeflow UI.

  1. Follow the Set up your notebook guide to get started with Jupyter notebooks on Kubeflow

  2. Open the notebook terminal and run

    $ git clone https://github.com/kubeflow/examples.git

  3. In the directory xgboost_synthetic, open the notebook build-train-deploy.ipynb