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π SUMMARY TABLE π
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=================
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| | Project's Name | Article Link | Deployment Link |
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| 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 |
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# Sepsis Prediction APP using FASTAPI β¨
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π **Description**
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=================
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The projectβs 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.
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π **Table of Contents**
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=================
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- Installation
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- Usage
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- Acknowledgement
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- contact
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- Authors
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π§ **Installation**
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-----------------
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To get started , follow these installation steps:
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```bash
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# setup the environment on windows by running the following code.
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python -m venv venv; venv\Scripts\activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt
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#On Linux
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python3 -m venv venv; source venv/bin/activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt
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```
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The Two commands are of the same structure
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1.Activate the python environment
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2.Upgrade pip to it current version
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3.install the requirements located in requirements.txt: You should be at the root of your env
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π **Usage**
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-----------------
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---
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title: Sepsis Prediction APP
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emoji: π
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colorFrom: pink
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colorTo: blue
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sdk: docker
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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=================
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I would like to express my gratitude to The Azubi Africa team for their valuable contributions to this project.
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π **Contact**
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=================
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For any questions, concerns, or suggestions regarding this project, please contact me at [email protected].
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π₯ **Author**
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=================
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This project is developed and maintained by:
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AFOLABI Kehinde
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title: Sepsis Prediction APP
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emoji: π
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colorFrom: pink
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colorTo: blue
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sdk: docker
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pinned: false
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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