fix use_line_collection issues

I thought that the use_line_collection error was from the shap package, but after all it is reproduced by matplotlib and the cause is in the yellowbrics package, that is, yellowbrics should remove use_line_collection.
I opened an issue: DistrictDataLabs/yellowbrick#1312 and as soon as it is resolved, we should update the yellowbrics version

requirements-optional.txt

@@ -1,6 +1,5 @@
 # Analysis
-# some dependency uses use_line_collection, so in shap 0.44.0 a use_line_collection error appears
-shap<0.44.0 # fix use_line_collection error/removed
+shap>=0.44.0 # 0.44.0 fixes matplotlib use_line_collection error
 interpret>=0.2.7
 umap-learn>=0.5.2
 # pyyaml 5.3.1 to fix ydata-profiling requirements pyyaml 5.4.1 can't build

requirements.txt

@@ -26,6 +26,8 @@ wurlitzer; platform_system != 'Windows'
 # Plotting
 matplotlib>=3.8.2
 scikit-plot>=0.3.7
+# yellowbrick<=1.5, have conflict with recent matplotlib by use_line_collection error
+# should use yellowbrick>1.5 when fixed (https://github.com/DistrictDataLabs/yellowbrick/issues/1312)
 yellowbrick>=1.4
 plotly>=5.14.0
 kaleido>=0.2.1