broaden bounds + add trained networks to ignore file

Author: oliverchampion

.gitignore

@@ -23,6 +23,7 @@ tests/IVIMmodels/unit_tests/*.log
 junit/*
 ivim_simulation.bval
 ivim_simulation.bvec
+*.pt
 
 # Unit test / coverage reports
 .tox/
@@ -32,4 +33,5 @@ nosetests.xml
 coverage.xml
 *.pyc
 phantoms/MR_XCAT_qMRI/*.json
-phantoms/MR_XCAT_qMRI/*.txt
+phantoms/MR_XCAT_qMRI/*.txt
+tests/IVIMmodels/unit_tests/models

conftest.py

@@ -288,5 +288,5 @@ def deep_learning_algorithms(datafile,algorithmFile):
         if algorithm_dict.get('deep_learning',False):
             kwargs = algorithm_dict.get("options", {})
             requires_matlab = algorithm_dict.get("requires_matlab", False)
-            tolerances = algorithm_dict.get("tolerances", {"atol":{"f": 2e-1, "D": 8e-4, "Dp": 6e-2},"rtol":{"f": 0.2, "D": 0.3, "Dp": 0.3}})
+            tolerances = algorithm_dict.get("tolerances", {"atol":{"f": 2e-1, "D": 8e-4, "Dp": 8e-2},"rtol":{"f": 0.2, "D": 0.3, "Dp": 0.4}})
             yield algorithm, all_data, bvals, kwargs, requires_matlab, tolerances

tests/IVIMmodels/unit_tests/models/super_ivim_dc.pt

@@ -1,3 +1,3 @@
-1.748432577600628418e-03,1.731401999422814723e-03,1.122151221660537443e-04,6.491534659083154912e-02,5.814734214734215006e-02
-2.947809370891782410e-01,2.944307686462998563e-01,1.583079387122451887e-02,5.371672374936287825e-02,3.197685197685198183e-02
-5.489845542957124541e-02,5.247558942437172136e-02,8.490768522510403968e-03,1.608367698800930723e-01,4.793399993399993786e-02
+1.748432577600628418e-03,1.679676398809533530e-03,1.131008984988442667e-04,7.570221027979753825e-02,5.257536473309083053e-02
+2.947809370891782410e-01,2.979188062176108542e-01,1.627021410165292725e-02,5.621135497838097156e-02,2.307430114352404874e-02
+5.489845542957124541e-02,5.339436167292296864e-02,8.471645294044823082e-03,1.567281089143676420e-01,5.298064098064098060e-02