Predicting Solana's Price using Recurrent Neural Networks (RNN)- LSTM

Using an RNN model, I tried to predict Solana's price from January 1, 2023 - February 28, 2023. Overall, I followed the same format as my past price predictions; however, in this model, I only ran 75 epochs as opposed to 100. The mean square error was higher but I don't believe this made much of a difference with the price predictions.


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: 0.0030

Testing data: January 1, 2023 - February 28, 2023

Data source: Coingecko.com


Here is the chart detailing the actual Cardano price with the RNN predictions.

(Note: The chart is in French as I am taking a deep learning course in French. I will be producing more charts so future charts will be in English)




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