ML StockPrediction API

About

It is a REST API which predicts the future stock values of company. This API return a JSON file which contains,

• Company Name
• Stock price Date *(From 2018/01/01 - Current Date)
• Predicted Stock values (Based on Mentioned duration)
• Exisiting Stock values

Technique Used

We have use ARIM (Auto regression Intergrated Moving Avreage) & Prophet model methods to predict the stock values with normalization.

How to use?

Use the following link below

https://ml-stockprediction-hitesh.herokuapp.com/

To get the stock predicted values for different companies, you have to mention the company-name and prediction duration.

Take a look at some Examples,

Example1

• https://stockprediction-ml.herokuapp.com/tesla/100
  
  • This link will tempt to return stock predictions for TESLA for the next 100 working days.

Example2

• If the company name has two names or space between names mention the company name with space itself or else api wont be able to recognize, like below,

  + Do this: https://ml-stockprediction-hitesh.herokuapp.com/general motors/365
  - Not this: https://ml-stockprediction-hitesh.herokuapp.com/generalmotors/365

  • The above example link will tempt to return stock predictions for General Motors for the next 365 working days.