def print_longterm_activity():
path = os.path.join(
SG_SIM_PATH, "isgt-env-replace-3-of-7",
"output_esn_run_0_bc-data_no_clean.txt")
genome = best_genes_esn(path)
options = load_prediction.get_options()
options.num_predictions = 1 * 24
options.bc_data = True
mc = load_prediction_esn.ESNModelCreator()
model = mc.get_model(options)
model.dataset = mc.get_dataset(options)
model.cleaning_disabled = True
model.train_and_predict_func = _esn_feedback_with_hook
model.day = options.num_predictions
(target, predictions) = test_genome_store_states(genome, model)
plt.figure()
plot_target_predictions(target, predictions)
plt.figure()
for act in activities:
plt.plot(act)
plt.axvline(x=1342)
plt.show()
def plot_pickled_prediction(path):
plot_target_predictions(*load_pickled_prediction(path))