♻️ Enhance evaluation flow

[GabrielePicco]

Enhance and simpilfy the evaluation flow

Status	Type	⚠️ Core Change	Issue
Ready	Feature/Refactor	No

Problem

Evaluate functions was contains logic specific to the used metric

Solution

Abstracted and made the evaluation more general

Other changes (e.g. bug fixes, small refactors)

• Fix Displacy rel rendering in notebooks
• Add split parameter to only download part of the datasets
• Add time/performance to the evaluation

Issues

Closes #35
Closes #15

[codecov]

Codecov Report

Base: 92.14% // Head: 92.18% // Increases project coverage by +0.03% 🎉

Coverage data is based on head (b9bc226) compared to base (eebbbb1).
Patch coverage: 97.29% of modified lines in pull request are covered.

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #36      +/-   ##
==========================================
+ Coverage   92.14%   92.18%   +0.03%     
==========================================
  Files          67       67              
  Lines        2726     2763      +37     
==========================================
+ Hits         2512     2547      +35     
- Misses        214      216       +2     

Impacted Files	Coverage Δ
zshot/utils/displacy/displacy.py	73.07% <60.00%> (-2.44%)	⬇️
zshot/__init__.py	100.00% <100.00%> (ø)
zshot/evaluation/__init__.py	100.00% <100.00%> (ø)
zshot/evaluation/dataset/__init__.py	100.00% <100.00%> (ø)
zshot/evaluation/dataset/dataset.py	93.75% <100.00%> (+1.44%)	⬆️
...ot/evaluation/dataset/med_mentions/med_mentions.py	100.00% <100.00%> (ø)
zshot/evaluation/dataset/ontonotes/onto_notes.py	70.17% <100.00%> (+5.59%)	⬆️
zshot/tests/evaluation/test_datasets.py	100.00% <100.00%> (ø)
zshot/tests/utils/test_displacy.py	93.93% <100.00%> (+0.83%)	⬆️

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