Machine learning price predictions (also referred to as "Forecasts"), are available through the Shrimpy Developer APIs.
Price predictions are generated for every trading pair on each exchange. Shrimpy will not aggregate data in order to generate the price predictions. The exchange specific data is used for each prediction. That means a prediction made on Binance for the BTC/USDT pair might be different than the prediction made for the BTC/USDT pair on OKEx.
The machine learning models that are used for price predictions are trained on a daily basis. At midnight UTC time, models for every trading pair are retrained by including the latest data. With these retrained models, we generate predictions for the next 7 days.
Each prediction consists of 7 data points. These data points are the predicted prices of the asset across the next 7 days.
If you have more questions about our machine learning predictions, contact us at support@shrimpy.io.