This notebook trains models that predicts the bid price of EURUSD 1 hours. Will be compared generalization ability of two models: LightGBM and recurrent neural network made of LSTM layers with keras/tensorflow. Used scikit-learn GridSearchCV with TimeSeriesSplit cross-validation scheme for estimate the generalization ability.