def test_generated_data(mode=TEMP_MODE): hndl_Test = EMF_Testing_Handle(mode=mode) fn = create_test_data_correlated_returns len_ = 100 (tickers, responseIdx) = save_test_data_fn(hndl_Test, fn, n=len_, numDims=3) rnnr_Model = EMF_Model_Runner(hndl_Test.hndl_DB) rnnr_Model.set_model_from_template(TestModelTemplate) rnnr_Model.train_model_batch()
def main(): DB_MODE = settings.DB_MODE EMF_MODE = settings.EMF_MODE hndl_Log = EMF_Logging_Handle(mode=EMF_MODE) hndl_DB = get_DB_Handle(EMF_mode=EMF_MODE, DB_mode=DB_MODE) rnnr_Model = EMF_Model_Runner(hndl_DB) rnnr_Model.set_model_from_template(CURRENT_MODEL) for i in xrange(NUM_TRAIN_RUNS): hndl_Res = rnnr_Model.train_model_batch() EMF_JSON_Handle().generate_d3_JSON_ParallelCoords(hndl_Res)
def test_actual_data(mode=TEST_MODE): hndl_DB = connect_to_DB(mode=mode) rnnr_Model = EMF_Model_Runner(hndl_DB) rnnr_Model.set_model_from_template(TimeToRecTemplate) rnnr_Model.train_model_batch()