I have employed a Long Short Term Memory (LSTM) model.
For this task i have stick to thai baht currency(thb), from the conventional dollar (usd) representation.
pip install -U -r requirements.txt
Your can reproduce the code step-by-step and execute each cell on jupyter notebook
I have used the market information from coinmarketcap digital asset platform https://coinmarketcap.com/
The window of the data being fetched is from start of the year 2017 until the current period.