Here, we briefly introduce the Bitcoin dataset. The data we have have 1d interval open, high, low, and close prices.
Since the mean and variance changes over time, we're going to almost always apply the preprocessing to make it a stationary timeseries. Below is the training data of bitcoin after diff and log transformation.