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prototype's Introduction

Prototype Project

Data Science Workshop

Top Features

  • Dynamic Data Pipeline
    • User Input => Database => User Output
  • Interactive Analytics
    • User Input => Graph Output
  • Predictive ML Model
    • User Input => Prediction Output

Design Philosophy

  • Readable
  • Maintainable
  • Extensible
  • Declarative
  • Polymorphic
  • Encapsulated
  • Abstractions

Tech Stack

  • Business Logic: Python
  • Web Framework: Flask
  • Database: MongoDB
  • Graphs: Altair
  • Machine Learning: Scikit
  • Data Engineering: Pandas
  • Template Engine: Jinja2
  • Templates: HTML5
  • Styles: CSS 3
  • Client Scripting: JavaScript

Build Local Docker Image

docker build . -t prototype

Run Local Docker Image

docker run -it -p 8000:8000 prototype

prototype's People

Contributors

brokenshell avatar

Watchers

James Cloos avatar avatar Ben Wood avatar

Forkers

lucchesia7 feliciano-s

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