delted test for seq_design

tests/test_PostProcessing.py

@@ -23,7 +23,6 @@ import os
 
 from bayesvalidrox.post_processing.post_processing import PostProcessing
 from bayesvalidrox.surrogate_models.inputs import Input
-from bayesvalidrox.surrogate_models.input_space import InputSpace
 from bayesvalidrox.surrogate_models.exp_designs import ExpDesigns
 from bayesvalidrox.surrogate_models.surrogate_models import MetaModel
 from bayesvalidrox.surrogate_models.polynomial_chaos import PCE
@@ -62,7 +61,6 @@ def basic_engine_trained():
     engine.MetaModel = mm
 
     # Set up sequential design diagnostics data
-    num_steps = 3  # Number of sequential design steps
     engine.SeqModifiedLOO = {'Z': np.array([0.1, 0.2, 0.3])}
     engine.seqValidError = {'Z': np.array([0.15, 0.25, 0.35])}
     engine.SeqKLD = {'Z': np.array([0.05, 0.1, 0.15])}
@@ -128,6 +126,7 @@ def basic_engine_sequential():
 @pytest.fixture
 def pce_engine():
     inp = Input()
+    
     inp.add_marginals()
     inp.Marginals[0].name = 'x'
     inp.Marginals[0].dist_type = 'normal'
@@ -200,7 +199,7 @@ def gpe_engine():
     inp.Marginals[0].parameters = [0, 1]
     
     expdes = ExpDesigns(inp)
-    expdes.init_param_space(max_deg=1)
+    expdes.init_param_space()
     expdes.X = np.array([[0], [1], [0.5]])
     expdes.Y = {'Z': [[0.4], [0.5], [0.45]]}
     expdes.x_values = [0]
@@ -397,16 +396,6 @@ def test_check_reg_quality_gpe(gpe_engine) -> None:
     post.check_reg_quality(samples=engine.ExpDesign.X, outputs=engine.ExpDesign.Y)
     # Add assertions to check the quality metrics if available
 
-# def test_check_reg_quality_with_invalid_outputs(pce_engine) -> None:
-#     """
-#     Check the regression quality with invalid outputs
-#     """
-#     engine = pce_engine
-#     post = PostProcessing(engine)
-#     with pytest.raises(AttributeError) as excinfo:
-#         post.check_reg_quality(samples=engine.ExpDesign.X, outputs=None)
-#     assert "Please provide the outputs of the model!" in str(excinfo.value)
-
 #%% plot_metamodel_3d
 def test_plot_metamodel_3d_pce(pce_engine_3d_plot) -> None:
     """