Giter VIP home page Giter VIP logo

massage_rec's Introduction

Step by step

  1. Create a virtual environment

    python3 -m venv venv
    source venv/bin/activate
    pip install -r requirements.txt
  2. Change .env.example to .env.staging or .env.prod and fill in environment variables

  3. Run full pipeline for training and deploying model. Make sure to have AWS credentials in ~/.aws/credentials.

    python recommender/pipeline_train.py
  4. Pipeline for get recommendations

    python recommender/pipeline_inference.py
  5. Get recommendations from AWS Personalize

    # Get recommendations in recommender/personalize.py
    user_id = 'da5cc281-7dae-4ef6-9d46-580102ec0784'
    context = {
        'SERVICE_LENGTH': "60.0",
        'MASSAGE_NAME': 'The NOW 50',
        'CENTER_NAME': 'Roswell',
        'AGE': "30",
        'GENDER': 'Female',
        'ZIPCODE': "null",
        'BASE_CENTER': 'Roswell'
    }
    recommendations = personalize.get_recommendations(campaign_arn, user_id, context)
    logger.info(recommendations)

massage_rec's People

Watchers

Nguyen Truong avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.