KidNutrilytics

DS4A Colombia Project

The ultimate platform to predict malnutrition and its relapse in children under five years of age. Our ML models were fitted with 800.000+ registers of children at ICBF.
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Built With 🛠️

• Dash-Plotly
• GCP

Deployment 🚀

1. Clone the repo

   git clone https://github.com/yonn28/dashDs4.git

2. Create virtual enviroment (please verify you have venv in your system)

   python3 -m venv dashDS4
   

3. Activate virtual enviroment

   source dashDS4/bin/activate 
   

4. install dependencies

   python3 -m pip install -r requirements.txt
   
   

5. Run proyect

   python3 main.py
   

6. In case you install a new dependencies, update requirements.txt

   python3 -m  pip freeze > requirements.txt
   
   

Docker testing local

docker build -t docker-ds4 .
docker run docker-ds4 -p 8080:8080

It's exposed at 8080 port in localhost

Deploy GCP by hand

1. Setting default region

gcloud config set run/region northamerica-northeast1
 

2. Setting gcloud google container registry

gcloud builds submit --tag gcr.io/ds4all-deploy/dash-ds4-examaple  --project=ds4all-deploy

3. Setting deploy with cloud run

gcloud run deploy --image gcr.io/ds4all-deploy/dash-ds4-examaple --platform managed  --project=ds4all-deploy --allow-unauthenticated --memory=8Gi --cpu=2

4. Creating user for github actions please configure secrets with this info

https://medium.com/google-cloud/how-to-deploy-your-cloud-run-service-using-github-actions-e5b6a6f597a3

Authors ✒️

• Daniel Ramírez
• David Quintero
• Julián Monsalve
• Natalia Monroy
• Nicolás Cabrera
• Yonny Nova