├── .gitignore ├── LICENSE.txt ├── README.md ├── automl_service.py ├── conftest.py ├── data ├── data_test.json ├── data_train.json ├── label_test.json └── label_train.json ├── environment.yml ├── img ├── architecture.png ├── cloud_architecture.png ├── results.png ├── serving.png └── training.png ├── manifest.yml ├── modelling_and_usage.ipynb ├── parameters ├── test_parameters.yml ├── test_parameters_model2.yml ├── train_parameters.yml ├── train_parameters_model2.yml └── train_parameters_model3.yml ├── resources.py ├── test_api.py └── utilities.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/README.md -------------------------------------------------------------------------------- /automl_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/automl_service.py -------------------------------------------------------------------------------- /conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/conftest.py -------------------------------------------------------------------------------- /data/data_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/data/data_test.json -------------------------------------------------------------------------------- /data/data_train.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/data/data_train.json -------------------------------------------------------------------------------- /data/label_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/data/label_test.json -------------------------------------------------------------------------------- /data/label_train.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/data/label_train.json -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/environment.yml -------------------------------------------------------------------------------- /img/architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/img/architecture.png -------------------------------------------------------------------------------- /img/cloud_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/img/cloud_architecture.png -------------------------------------------------------------------------------- /img/results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/img/results.png -------------------------------------------------------------------------------- /img/serving.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/img/serving.png -------------------------------------------------------------------------------- /img/training.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/img/training.png -------------------------------------------------------------------------------- /manifest.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/manifest.yml -------------------------------------------------------------------------------- /modelling_and_usage.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/modelling_and_usage.ipynb -------------------------------------------------------------------------------- /parameters/test_parameters.yml: -------------------------------------------------------------------------------- 1 | pipeline_id: 1 2 | -------------------------------------------------------------------------------- /parameters/test_parameters_model2.yml: -------------------------------------------------------------------------------- 1 | pipeline_id: 2 2 | -------------------------------------------------------------------------------- /parameters/train_parameters.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/parameters/train_parameters.yml -------------------------------------------------------------------------------- /parameters/train_parameters_model2.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/parameters/train_parameters_model2.yml -------------------------------------------------------------------------------- /parameters/train_parameters_model3.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/parameters/train_parameters_model3.yml -------------------------------------------------------------------------------- /resources.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/resources.py -------------------------------------------------------------------------------- /test_api.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/test_api.py -------------------------------------------------------------------------------- /utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/crawles/automl_service/HEAD/utilities.py --------------------------------------------------------------------------------