Data from = https://www.investing.com/crypto/bitcoin/historical-data

Bitcoin prices from 2010-07-18 - 10/24/2023

Data: Daily Historical price of Bitcoin over the past years

Results of modeling experiments

• Model 1 = Univariate Deep learing Dense model with horizon=1 and window_size=7

• Model 2 = Univariate Deep learing CONV1D model with horizon=1 and window_size=7

• Model 3 = Multivariate Deep learing Dense model with horizon=1 and window_size=7

• Model 4 = Univariate Deep learing Dense model(NBeats algo) with horizon=1 and window_size=7

  Replicating the N-BEATS: NEURAL BASIS EXPANSION ANALYSIS FOR INTERPRETABLE TIME SERIES FORECASTING paper

• Model 5 = Univariate Deep learing Dense emsemble model with horizon=1 and window_size=7

  Fit on 3 differents metrics with different random initialization