Predicting XRP (Ripple)'s price with RNN & LSTM

 Using an RNN model, I tried to predict XRP (Ripple)' s price from January 1, 2023 - April 16, 2023. Overall, I followed the same format as my past price predictions; however, in this model, I only ran 75 epochs.


Here is the info:

Recurrent Neural Network (LSTM)

Training on 60 days of past price

Predicting 1 day out

Training data: June 20, 2021 - Dec 31, 2022

Training epochs: 75

Training mean square error: loss: 0.0023 (update)

Testing data: January 1, 2023 - April 16, 2023

Data source: Coingecko.com


Here is the chart detailing the actual XRP Ripple's price with the RNN predictions.




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