FAI-849: Tyrus dashboard (#97)

* tyrus dashboard and visualizations

* linting and black

* merge conflict fix

* fixed typo in requirements

* linting round 2

* linting round 3

* undid change to rename limeresults.map to limeresults.get_saliencies

* fixed dual output bug, added bokeh to pyproject

* linting

* return plots either way

Author: RobGeada

docs/api.rst

@@ -60,6 +60,15 @@ trustyai.explainers
 	SHAPExplainer
 	SHAPResults
 
+trustyai.utils
+-------------------
+.. currentmodule:: trustyai.utils.tyrus
+.. explainers_api:
+.. autosummary::
+	:toctree: generated/
+
+	Tyrus
+
 
 
 

docs/conf.py

@@ -78,5 +78,8 @@
 
 
 def setup(app):
+    import trustyai
     from trustyai.model import Model
+    from trustyai.utils.tyrus import Tyrus
     Model.__name__ = "Model"
+    Tyrus.__name__ = "Tyrus"

requirements-dev.txt

@@ -16,3 +16,4 @@ matplotlib==3.5.1
 pandas==1.2.5
 pytest-xdist==2.5.0
 pytest-benchmark
+bokeh==2.4.3

requirements.txt

@@ -1,4 +1,5 @@
 JPype1==1.4.1
 matplotlib==3.5.1
 pandas==1.2.5
-pyarrow==7.0.0
+pyarrow==7.0.0
+bokeh==2.4.3