Skip to content

Made the stock prices to be predicted from a 5 years dataset from TIINGO of APPLE company and worked on the next 30-day prediction. The final output made after applying 3 stacked layers of LSTM and a dense layer gave me a model with a rmse value of 284.

Notifications You must be signed in to change notification settings

anshulsingh8101/Tiingo-stock-using-Stacked-LSTM

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Tiingo-stock-prediction-using-Stacked-LSTM

Made the stocks prices to be predicted for a 5 years dataset from TIINGO of APPLE company and worked on the next 30 day prediction...

The input of the dataset looked like this.

alt text

The final output made after applying 3 stacked layers of LSTM and a dense layer gave us a model with a rmse value of 284.

The final predicted plot looked somthing like this.

alt text

About

Made the stock prices to be predicted from a 5 years dataset from TIINGO of APPLE company and worked on the next 30-day prediction. The final output made after applying 3 stacked layers of LSTM and a dense layer gave me a model with a rmse value of 284.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published