def setUpClass(self):
#load models
self.models, _ = utils.create_test_models()
#run models
utils.sample_from_models(self.models, n_iter=200)
def test_load_db(self):
new_models, params = create_test_models()
for i, model in enumerate(new_models):
print "sample model", i
model.sample(100, dbname='unittest.db', db='pickle')
model.load_db(dbname='unittest.db', db='pickle')
model.gen_stats()
os.remove('unittest.db')
def setUpClass(self):
#def setUp(self):
#load models
self.models, self.params = create_test_models()
#run models
sample_from_models(self.models, n_iter=500)
def test_init_from_existing_model(self):
new_models = create_test_models()
for (i_m, pre_model) in enumerate(self.models):
new_models[i_m].init_from_existing_model(pre_model)
def test_emcee(self):
self.models, self.params = create_test_models()
np.random.seed(123)
for model in self.models:
model.find_starting_values()
model.sample_emcee()
def test_subj_by_subj_map_init(self):
models = create_test_models()
for model in models:
if model.is_group_model:
model.subj_by_subj_map_init(runs=1)
