├── Dockerfile ├── README.md ├── app ├── ML_artifact │ └── RFC_pipeline.sav └── main.py ├── loan-examples ├── 1.json └── 2.json ├── other └── images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ └── a └── requirements.txt /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/README.md -------------------------------------------------------------------------------- /app/ML_artifact/RFC_pipeline.sav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/app/ML_artifact/RFC_pipeline.sav -------------------------------------------------------------------------------- /app/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/app/main.py -------------------------------------------------------------------------------- /loan-examples/1.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/loan-examples/1.json -------------------------------------------------------------------------------- /loan-examples/2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/loan-examples/2.json -------------------------------------------------------------------------------- /other/images/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/other/images/1.png -------------------------------------------------------------------------------- /other/images/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/other/images/2.png -------------------------------------------------------------------------------- /other/images/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Arslan-Mehmood1/Machine-learning-pipeline-deployment-using-Docker-and-FastAPI/HEAD/other/images/3.png -------------------------------------------------------------------------------- /other/images/a: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | fastapi 2 | uvicorn 3 | scikit-learn==1.0.2 4 | pandas --------------------------------------------------------------------------------