├── .DS_Store ├── .dvc ├── .gitignore ├── config └── plots │ ├── confusion.json │ ├── default.json │ └── scatter.json ├── .github └── workflows │ └── cml.yaml ├── .gitignore ├── README.md ├── data.dvc ├── dvc.lock ├── dvc.yaml ├── get_data.py ├── loss.csv ├── metrics.json ├── requirements.txt └── train.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.DS_Store -------------------------------------------------------------------------------- /.dvc/.gitignore: -------------------------------------------------------------------------------- 1 | /config.local 2 | /tmp 3 | /cache 4 | -------------------------------------------------------------------------------- /.dvc/config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.dvc/config -------------------------------------------------------------------------------- /.dvc/plots/confusion.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.dvc/plots/confusion.json -------------------------------------------------------------------------------- /.dvc/plots/default.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.dvc/plots/default.json -------------------------------------------------------------------------------- /.dvc/plots/scatter.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.dvc/plots/scatter.json -------------------------------------------------------------------------------- /.github/workflows/cml.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/.github/workflows/cml.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | /data 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/README.md -------------------------------------------------------------------------------- /data.dvc: -------------------------------------------------------------------------------- 1 | outs: 2 | - md5: c5a2bbc6820f83da3788d7dceb32c42d.dir 3 | path: data 4 | -------------------------------------------------------------------------------- /dvc.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/dvc.lock -------------------------------------------------------------------------------- /dvc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/dvc.yaml -------------------------------------------------------------------------------- /get_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/get_data.py -------------------------------------------------------------------------------- /loss.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/loss.csv -------------------------------------------------------------------------------- /metrics.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/metrics.json -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | scikit-learn 2 | pandas 3 | matplotlib 4 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/cml_dvc_case/HEAD/train.py --------------------------------------------------------------------------------