├── .gitignore ├── Dockerfile ├── README.md ├── __init__.py ├── backend ├── Dockerfile ├── main.py ├── models.py └── requirements.txt ├── docker-compose.yml ├── frontend ├── Dockerfile ├── requirements.txt └── streamlit_main.py ├── ml ├── data.py ├── models.py ├── train.py └── utils.py ├── requirements.txt └── resources ├── arch.png ├── pred_pic.png └── train_pic.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /backend/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/backend/Dockerfile -------------------------------------------------------------------------------- /backend/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/backend/main.py -------------------------------------------------------------------------------- /backend/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/backend/models.py -------------------------------------------------------------------------------- /backend/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/backend/requirements.txt -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/docker-compose.yml -------------------------------------------------------------------------------- /frontend/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/frontend/Dockerfile -------------------------------------------------------------------------------- /frontend/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/frontend/requirements.txt -------------------------------------------------------------------------------- /frontend/streamlit_main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/frontend/streamlit_main.py -------------------------------------------------------------------------------- /ml/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/ml/data.py -------------------------------------------------------------------------------- /ml/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/ml/models.py -------------------------------------------------------------------------------- /ml/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/ml/train.py -------------------------------------------------------------------------------- /ml/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/ml/utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/requirements.txt -------------------------------------------------------------------------------- /resources/arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/resources/arch.png -------------------------------------------------------------------------------- /resources/pred_pic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/resources/pred_pic.png -------------------------------------------------------------------------------- /resources/train_pic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zademn/mnist-mlops-learning/HEAD/resources/train_pic.png --------------------------------------------------------------------------------