├── .gitignore ├── README.md ├── serve ├── Pipfile ├── Pipfile.lock ├── serve.py └── serve_v2.py └── train ├── Pipfile ├── Pipfile.lock ├── dict_vectorizer.bin ├── duration-prediction-final.ipynb ├── duration-prediction-starter.ipynb ├── monitor.ipynb ├── storage_uri.py └── train.py /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | *.parquet 3 | mlruns 4 | lin_reg.bin 5 | mlflow.db 6 | logs/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/README.md -------------------------------------------------------------------------------- /serve/Pipfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/serve/Pipfile -------------------------------------------------------------------------------- /serve/Pipfile.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/serve/Pipfile.lock -------------------------------------------------------------------------------- /serve/serve.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/serve/serve.py -------------------------------------------------------------------------------- /serve/serve_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/serve/serve_v2.py -------------------------------------------------------------------------------- /train/Pipfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/Pipfile -------------------------------------------------------------------------------- /train/Pipfile.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/Pipfile.lock -------------------------------------------------------------------------------- /train/dict_vectorizer.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/dict_vectorizer.bin -------------------------------------------------------------------------------- /train/duration-prediction-final.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/duration-prediction-final.ipynb -------------------------------------------------------------------------------- /train/duration-prediction-starter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/duration-prediction-starter.ipynb -------------------------------------------------------------------------------- /train/monitor.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/monitor.ipynb -------------------------------------------------------------------------------- /train/storage_uri.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/storage_uri.py -------------------------------------------------------------------------------- /train/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexeygrigorev/lightweight-mlops-zoomcamp/HEAD/train/train.py --------------------------------------------------------------------------------