add the functionality to evaluate the model using boundry values of p…

[EmadAlamoudi]

closing #353

[codecov-io]

Codecov Report

Merging #355 into develop will increase coverage by 33.56%. The diff coverage is 32.50%.

@@             Coverage Diff              @@
##           develop     #355       +/-   ##
============================================
+ Coverage    49.65%   83.21%   +33.56%     
============================================
  Files           87       88        +1     
  Lines         5017     5057       +40     
============================================
+ Hits          2491     4208     +1717     
+ Misses        2526      849     -1677     

Impacted Files	Coverage Δ
pyabc/external/base.py	71.81% <23.33%> (-18.19%)	:arrow_down:
pyabc/external/utils.py	60.00% <60.00%> (ø)
pyabc/sampler/multicore_evaluation_parallel.py	100.00% <0.00%> (+1.63%)	:arrow_up:
pyabc/sampler/base.py	94.82% <0.00%> (+1.72%)	:arrow_up:
pyabc/random_variables.py	65.87% <0.00%> (+2.38%)	:arrow_up:
pyabc/sampler/redis_eps/cli.py	80.71% <0.00%> (+2.85%)	:arrow_up:
pyabc/storage/bytes_storage.py	100.00% <0.00%> (+3.33%)	:arrow_up:
pyabc/inference/smc.py	94.84% <0.00%> (+3.86%)	:arrow_up:
pyabc/distance/base.py	83.33% <0.00%> (+4.16%)	:arrow_up:
... and 50 more

---

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[yannikschaelte]

@EmadAlamoudi Should I review this?

[EmadAlamoudi]

It is done by me. However, I'm not sure how beneficial this to other users, what do you think?

[yannikschaelte]

if it helps, it never hurts to have some utility functions somewhere

[yannikschaelte]

@EmadAlamoudi could you resolve the merge conflicts? gonna have a look then.

[yannikschaelte]

@EmadAlamoudi what is the status here?

[codecov-commenter]

Codecov Report

Merging #355 (48f3e4c) into develop (6446a77) will increase coverage by 0.25%. Report is 227 commits behind head on develop. The diff coverage is 89.70%.

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@@             Coverage Diff             @@
##           develop     #355      +/-   ##
===========================================
+ Coverage    84.08%   84.34%   +0.25%     
===========================================
  Files           91      141      +50     
  Lines         5260     8535    +3275     
===========================================
+ Hits          4423     7199    +2776     
- Misses         837     1336     +499     

Files	Coverage Δ
pyabc/__init__.py	100.00% <100.00%> (ø)
pyabc/acceptor/__init__.py	100.00% <100.00%> (ø)
pyabc/acceptor/pdf_norm.py	96.55% <100.00%> (ø)
pyabc/copasi/__init__.py	100.00% <100.00%> (ø)
pyabc/cv/__init__.py	100.00% <100.00%> (ø)
pyabc/cv/bootstrap.py	100.00% <100.00%> (ø)
pyabc/cv/powerlaw.py	100.00% <100.00%> (ø)
pyabc/distance/__init__.py	100.00% <100.00%> (ø)
pyabc/distance/kernel.py	95.60% <100.00%> (+0.02%)	:arrow_up:
pyabc/epsilon/__init__.py	100.00% <100.00%> (ø)
... and 128 more

[stephanmg]

@yannikschaelte what's left here?