Predicting next day of market by representing 1 for a rise and 0 for a fall.
This model however compares price to first price of window which makes it rarely usable for traders.
This model tests both persian and american stock markets.
Full implementation can be seen in [1] mentioned on the bottom of page.

[1]R. M. I. Kusuma, T.-T. Ho, W.-C. Kao, Y.-Y. Ou, and K.-L. Hua, "Using Deep Learning Neural Networks and Candlestick Chart Representation to Predict Stock Market," arXiv preprint arXiv:1903.12258, 2019.