pd.DataFrame(NN.history).to_csv("BTC_nominal_loss.csv") model_params = json.dumps(NN.params) with open("BTC_nominal_params.json", "w") as json_file: json_file.write(model_params) model_json = model.to_json() with open("BTC_nominal.json", "w") as json_file: json_file.write(model_json) model.save_weights("BTC_nominal_weights.h5")