The bound of prior should match with the bound of bound to unbound transform

Author: xuyuon

test/integration/test_GW150914_D.py

@@ -73,7 +73,7 @@
     BoundToUnbound(name_mapping = [["q"], ["q_unbounded"]], original_lower_bound=q_min, original_upper_bound=q_max),
     BoundToUnbound(name_mapping = [["s1_z"], ["s1_z_unbounded"]] , original_lower_bound=-1.0, original_upper_bound=1.0),
     BoundToUnbound(name_mapping = [["s2_z"], ["s2_z_unbounded"]] , original_lower_bound=-1.0, original_upper_bound=1.0),
-    BoundToUnbound(name_mapping = [["d_L"], ["d_L_unbounded"]] , original_lower_bound=0.0, original_upper_bound=2000.0),
+    BoundToUnbound(name_mapping = [["d_L"], ["d_L_unbounded"]] , original_lower_bound=1.0, original_upper_bound=2000.0),
     BoundToUnbound(name_mapping = [["t_c"], ["t_c_unbounded"]] , original_lower_bound=-0.05, original_upper_bound=0.05),
     BoundToUnbound(name_mapping = [["phase_c"], ["phase_c_unbounded"]] , original_lower_bound=0.0, original_upper_bound=2 * jnp.pi),
     BoundToUnbound(name_mapping = [["iota"], ["iota_unbounded"]], original_lower_bound=0., original_upper_bound=jnp.pi),

test/integration/test_GW150914_D_heterodyne.py

@@ -67,7 +67,7 @@
     BoundToUnbound(name_mapping = [["q"], ["q_unbounded"]], original_lower_bound=q_min, original_upper_bound=q_max),
     BoundToUnbound(name_mapping = [["s1_z"], ["s1_z_unbounded"]] , original_lower_bound=-1.0, original_upper_bound=1.0),
     BoundToUnbound(name_mapping = [["s2_z"], ["s2_z_unbounded"]] , original_lower_bound=-1.0, original_upper_bound=1.0),
-    BoundToUnbound(name_mapping = [["d_L"], ["d_L_unbounded"]] , original_lower_bound=0.0, original_upper_bound=2000.0),
+    BoundToUnbound(name_mapping = [["d_L"], ["d_L_unbounded"]] , original_lower_bound=1.0, original_upper_bound=2000.0),
     BoundToUnbound(name_mapping = [["t_c"], ["t_c_unbounded"]] , original_lower_bound=-0.05, original_upper_bound=0.05),
     BoundToUnbound(name_mapping = [["phase_c"], ["phase_c_unbounded"]] , original_lower_bound=0.0, original_upper_bound=2 * jnp.pi),
     BoundToUnbound(name_mapping = [["iota"], ["iota_unbounded"]], original_lower_bound=0., original_upper_bound=jnp.pi),