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laboratorio-machine-learning's Introduction

laboratorio-machine-learning

API Simple que sirve un modelo para la prevención del Churn

Tecnologías usadas

This API uses a number of open source projects to work properly:

  • [Python] - Lenguaje de programación
  • [Flask] - Libreria minimalista para el provisionamiento de APIs
  • [scikit-learn] - Libreria de aprendizaje automatico
  • [pickle] - Libreria para cargar y guardar variables en memoria

Instalación Local

Esta API requiere Python y las librerias señaladas en el requirements.txt

  1. Clonar repositorio
  2. Correr la api, ejecutando desde la carpeta de proyecto
python app.py

Verificar que la app esta corriendo exitosamente

La api se verifica mandando un ejemplo para confirmar que esta funcionando correctamente

curl --location --request GET 'http://localhost:3001/query?feats=465,France,Female,51,8,122522.32,1,0,0,181297.65'

Si todo esta bien, deberías de obtener una respuesta así

{"response": [1]}

Equipo

  • Juan Perez Nombrefalso
  • Ricardo Alanís Tamez

Contribuir

Hacer fork del repositorio y mandar pull request con los cambios propuestos

laboratorio-machine-learning's People

Contributors

datormx avatar ricalanis avatar

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