Added loads of units in nearly all graphs.

Overhauled fig_invariance_full.pdf.
Added some legends, somewhere.

python/collect_inv_data_short.py

@@ -5,13 +5,13 @@ from IPython import embed
 
 # GENERAL SETTINGS:
 target_species = [
-    'Chorthippus_biguttulus',
-    'Chorthippus_mollis',
-    'Chrysochraon_dispar',
-    'Euchorthippus_declivus',
-    'Gomphocerippus_rufus',
+    # 'Chorthippus_biguttulus',
+    # 'Chorthippus_mollis',
+    # 'Chrysochraon_dispar',
+    # 'Euchorthippus_declivus',
+    # 'Gomphocerippus_rufus',
     'Omocestus_rufipes',
-    'Pseudochorthippus_parallelus',
+    # 'Pseudochorthippus_parallelus',
 ]
 stages = ['filt', 'env', 'inv', 'conv', 'feat']
 search_path = '../data/inv/short/'
@@ -30,11 +30,15 @@ for i, species in enumerate(target_species):
     for j, path in enumerate(all_paths):
 
         # Load invariance data:
-        data, config = load_data(path, 'scales', 'measure')
+        data, config = load_data(path, 'scales', ['measure', 'thresh'])
 
         if j == 0:
             # Prepare species-specific storage:
-            species_data = dict(scales=data['scales'])
+            species_data = dict(
+                scales=data['scales'],
+                thresh_rel=data['thresh_rel'],
+                thresh_abs=data['thresh_abs']
+            )
             for stage in stages:
                 mkey = f'measure_{stage}'
                 shape = data[mkey].shape + (len(all_paths),)