πŸ“š SUMMARY TABLE πŸ“š ================= | | Project's Name | Article Link | Deployment Link | |:--:|:--------------:|:--------------:|:--------------:| | 1 | -Embedding a Machine Learning Model into a Web Application | https://www.linkedin.com/posts/kehinde-afolabi-9b0632271_sepsis-prediction-app-using-fastapi-activity-7099526392429645824-KaEk?utm_source=share&utm_medium=member_android | https://huggingface.co/spaces/Kennymaur/FastAPI-Sepsis-Prediction-App | # Sepsis Prediction APP using FASTAPI ✨ πŸ“š **Description** ================= The project’s aim is to incorporate a proficiently trained machine learning model into our Sepsis Prediction Application. This will be achieved through the utilization of FastAPI and Docker documentation to seamlessly integrate the model. πŸ“– **Table of Contents** ================= - Installation - Usage - Acknowledgement - contact - Authors πŸ”§ **Installation** ----------------- To get started , follow these installation steps: ```bash # setup the environment on windows by running the following code. python -m venv venv; venv\Scripts\activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt #On Linux python3 -m venv venv; source venv/bin/activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt ``` The Two commands are of the same structure 1.Activate the python environment 2.Upgrade pip to it current version 3.install the requirements located in requirements.txt: You should be at the root of your env πŸš€ **Usage** ----------------- --- title: Sepsis Prediction APP emoji: 🐠 colorFrom: pink colorTo: blue sdk: docker pinned: false --- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference ✨ **Acknowledgments** ================= I would like to express my gratitude to The Azubi Africa team for their valuable contributions to this project. πŸ“ž **Contact** ================= For any questions, concerns, or suggestions regarding this project, please contact me at kehindeoafolabi@gmail.com. πŸ‘₯ **Author** ================= This project is developed and maintained by: AFOLABI Kehinde