More robust min and add nudge to avoid unique values

Author: tupui

panel/simdec.py

@@ -202,7 +202,8 @@ def display_n_bins(kind):
 
 @pn.cache
 def xlim_auto(res):
-    return (np.min(res.bin_edges), np.max(res.bin_edges))
+    bins = np.concatenate(res.bin_edges)
+    return (np.min(bins), np.max(bins))
 
 
 @pn.cache

src/simdec/decomposition.py

@@ -168,6 +168,8 @@ def statistic_(inputs):
         splits = np.array_split(sorted_inputs[:, i], states_)
         bin_edges_ = [splits_[0] for splits_ in splits]
         bin_edges_.append(splits[-1][-1])  # last point to close the edges
+        # bin_edges_ = np.unique(bin_edges_)  # remove duplicate points, sorted
+        bin_edges_ += 1e-10 * np.linspace(0, 1, len(bin_edges_))
         bin_edges.append(bin_edges_)
 
     res = stats.binned_statistic_dd(