├── .github └── workflows │ ├── cd.yml │ └── ci.yml ├── .gitignore ├── App ├── README.md ├── drug_app.py └── requirements.txt ├── Data └── drug.csv ├── LICENSE ├── Makefile ├── Model └── drug_pipeline.skops ├── README.md ├── Results ├── metrics.txt └── model_results.png ├── asset └── CICD-pipeline.png ├── notebook.ipynb ├── requirements.txt └── train.py /.github/workflows/cd.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/.github/workflows/cd.yml -------------------------------------------------------------------------------- /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /App/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/App/README.md -------------------------------------------------------------------------------- /App/drug_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/App/drug_app.py -------------------------------------------------------------------------------- /App/requirements.txt: -------------------------------------------------------------------------------- 1 | scikit-learn 2 | skops -------------------------------------------------------------------------------- /Data/drug.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/Data/drug.csv -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/LICENSE -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/Makefile -------------------------------------------------------------------------------- /Model/drug_pipeline.skops: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/Model/drug_pipeline.skops -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/README.md -------------------------------------------------------------------------------- /Results/metrics.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/Results/metrics.txt -------------------------------------------------------------------------------- /Results/model_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/Results/model_results.png -------------------------------------------------------------------------------- /asset/CICD-pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/asset/CICD-pipeline.png -------------------------------------------------------------------------------- /notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/notebook.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | scikit-learn 3 | numpy 4 | matplotlib 5 | skops 6 | black 7 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kingabzpro/CICD-for-Machine-Learning/HEAD/train.py --------------------------------------------------------------------------------