--- a
+++ b/tests.py
@@ -0,0 +1,103 @@
+import unittest
+from utils import Feats
+from utils import SimulateRaw
+from utils import PreProcess
+from utils import CreateModel
+from utils import TrainTestVal
+from utils import LoadMuseData
+from utils import FeatureEngineer
+
+
+class ExampleTest(unittest.TestCase):
+    """
+    Our basic test class
+    """
+
+    def test_addition(self):
+        """
+        The actual test.
+        Any method which starts with ``test_`` will considered as a test case.
+        """
+        res = 2 + 2
+        self.assertEqual(res, 4)
+
+    def test_feats(self):
+        """
+        Testing utils import.
+        """
+        feats = Feats()
+        self.assertEqual(feats.num_classes, 2)
+
+    def test_example_muse(self):
+        """
+        Testing example Muse code.
+        """
+
+        # Load Data
+        raw = LoadMuseData(subs=[101, 102], nsesh=2, data_dir='visual/cueing')
+
+        # Pre-Process EEG Data
+        epochs = PreProcess(raw=raw, event_id={'LeftCue': 1, 'RightCue': 2})
+
+        # Engineer Features for Model
+        feats = FeatureEngineer(epochs=epochs)
+
+        # Create Model
+        model, _ = CreateModel(feats=feats)
+
+        # Train with validation, then Test
+        model, data = TrainTestVal(model=model,
+                                   feats=feats,
+                                   train_epochs=1,
+                                   show_plots=False)
+
+        self.assertLess(data['acc'], 1)
+
+
+    def test_simulate_raw(self):
+        """
+        Testing simulated data pipeline.
+        """
+        # Simulate Data
+        raw,event_id = SimulateRaw(amp1=50, amp2=60, freq=1.)
+
+        # Pre-Process EEG Data
+        epochs = PreProcess(raw,event_id)
+
+        # Engineer Features for Model
+        feats = FeatureEngineer(epochs)
+
+        # Create Model
+        model, _ = CreateModel(feats, units=[16,16])
+
+        # Train with validation, then Test
+        model, data = TrainTestVal(model,feats, 
+                    train_epochs=1,show_plots=False)
+
+        self.assertLess(data['acc'], 1)
+    
+    def test_frequencydomain_complex(self):
+        """
+        Testing simulated data pipeline.
+        """
+        # Simulate Data
+        raw,event_id = SimulateRaw(amp1=50, amp2=60, freq=1.)
+
+        # Pre-Process EEG Data
+        epochs = PreProcess(raw,event_id)
+
+        # Engineer Features for Model
+        feats = FeatureEngineer(epochs,frequency_domain=True,
+                                include_phase=True)
+
+        # Create Model
+        model, _ = CreateModel(feats, units=[16,16])
+
+        # Train with validation, then Test
+        model, data = TrainTestVal(model,feats, 
+                    train_epochs=1,show_plots=False)
+
+        self.assertLess(data['acc'], 1)
+
+if __name__ == '__main__':
+    unittest.main()
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