Machine Learning Deployment

This API has been creating using FLASK

Requirements

Packages

Flask 
numpy
pandas
tensorflow
scikit-learn
mysql-connector-python

Note

• Make sure you already installed anaconda
• Make sure you already installed xampp
• Create database with name 'tourista_db' with contain tables:
  • destination
  • review_wisata
  • trip
  • trip_detail
  • user_account
  • user_profile
• Import via csv file dataset to each table in the previously created database
• run the API with "python main.py"

Endpoint

Home

GET

  GET /

Arguments	Output
none	API tourista already running, for documentation can direct on github

Content Based Filtering

POST

All of the body for given data only using x-www-form-urlencoded format

  POST /ml/recommendContentBased

Key	Info
user_id	Required
category	Required
city	Required
price	Required

Collaborative Filtering

POST

All of the body for given data only using x-www-form-urlencoded format

  POST /ml/recommendCollab

Key	Info
user_id	Required
user_lat	Required
user_long	Required

Similarity Item

POST

All of the body for given data only using x-www-form-urlencoded format

  POST /ml/recommendSimilarItem

Key	Info
`destination_name'	Required