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.