The folder JFS_2020 contains the code for the article, Tölö, E., (2020). “Predicting financial crises with recurrent neural networks,” Journal of Financial Stability, Volume 49, August 2020, 100746. The article is available at: https://doi.org/10.1016/j.jfs.2020.100746.