From 54071575fb9a91fe9cd3d30105ae9f3a2cc24c1b Mon Sep 17 00:00:00 2001
From: wenbang24 <wenbangalt@gmail.com>
Date: Fri, 16 Aug 2024 10:57:47 +1000
Subject: [PATCH] removed comments

---
 pysr/regressor_sequence.py | 19 -------------------
 pysr/test/test.py          | 14 +++++++-------
 2 files changed, 7 insertions(+), 26 deletions(-)

diff --git a/pysr/regressor_sequence.py b/pysr/regressor_sequence.py
index c3bf71ae..63e253c1 100644
--- a/pysr/regressor_sequence.py
+++ b/pysr/regressor_sequence.py
@@ -216,25 +216,6 @@ def predict(self, X, index=None, num_predictions=1):
                 )
             return pred
 
-        """ historical_X = self._sliding_window(X)[:: X.shape[1], :]
-        pred = self._regressor.predict(X=historical_X, index=index)
-        if extra_predictions > 0:
-            output = pred
-            previous_points = historical_X[-1]
-            # Without this, the model will re-predict the last data point
-            pred_once = self._regressor.predict(X=[previous_points], index=index)
-            previous_points = previous_points[X.shape[1] :]
-            previous_points = np.append(previous_points, pred_once)
-            previous_points = previous_points.flatten()
-            for _ in range(extra_predictions):
-                pred_once = self._regressor.predict(X=[previous_points], index=index)
-                previous_points = previous_points[X.shape[1] :]
-                previous_points = np.append(previous_points, pred_once)
-                previous_points = previous_points.flatten()
-                output = np.append(output, pred_once)
-            return output.reshape(-1, X.shape[1])
-        return pred """
-
     def _sliding_window(self, X):
         return np.lib.stride_tricks.sliding_window_view(
             X.flatten(), self.recursive_history_length * np.prod(X.shape[1])
diff --git a/pysr/test/test.py b/pysr/test/test.py
index 49cc4689..46e39362 100644
--- a/pysr/test/test.py
+++ b/pysr/test/test.py
@@ -1575,14 +1575,14 @@ def test_unit_propagation(self):
 def runtests(just_tests=False):
     """Run all tests in test.py."""
     test_cases = [
-        # TestPipeline,
+        TestPipeline,
         TestSequenceRegressor,
-        # TestBest,
-        # TestFeatureSelection,
-        # TestMiscellaneous,
-        # TestHelpMessages,
-        # TestLaTeXTable,
-        # TestDimensionalConstraints,
+        TestBest,
+        TestFeatureSelection,
+        TestMiscellaneous,
+        TestHelpMessages,
+        TestLaTeXTable,
+        TestDimensionalConstraints,
     ]
     if just_tests:
         return test_cases