DistrictDataLabs / yellowbrick / 577
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Decision Boundary Visualizer (#196)

* added a scatterviz with tests in features

* added scatter plot example notebook and changes to init method

* rename examples folder

* adding in feature selection logic to fit method

* added tests for the pandas addition plus a few other minor areas that were missed before

* added one more test case

* adding color support to scatter viz

* pep8ing

* added BivariateFeatureMixin with tests

* knn works

* remove neighbors folder and just put in neighbors.py

* test files using KnnDecisionBoundariesVisualizer

* working examples in notebook

* Implementing usage of KnnDecisionBoundariesVisualizer using CollegeScore dataset

* minor fix to make the colormap load default palettes

* committed changes to notebook to fix path issues

* updated data and notebook

* working implemetnation

* adding in other types of models and running throw the visualizer

* add glass notebook with multi models

* user study using balance scale data

* minor cleanup

* cleaning up and adding tests

* tests pass

* adding scatter alpha param to init

* removing workspace junk

* remove more junk

* add python2 test comapt

* cleanup and removing unused imports

* add short name

* add title to visualizer

* add example notebook

* fix test

* testing and evaluating DecisionBoundariesVisualizer

* fixed color assignment bug in DecisionBoundariesVisualizer

* fixed color assignment bug in DecisionBoundariesVisualizer

* reformatted doc string

* add is_structured_array util and tests

* commented out is_structure_array logic

* general cleanup

* Added x,y to init with controlling logic, named array and selection by array column index

* adding stronger logic for handling X with multiple columns such as a dataframe, structured array, narray

* work in progress

* named arrays work in tests

* add visual unit tests

* make select feature columns private method

* add quick method to decision boundaries

* fix spacing

* minor changes to alphas

* update notebook

* fix requirements merge conflict

* fix pandas not found testing error

* fix test file

* moved to classifiervisualizer

* fixed doc strings

* made changes requested in code review

1494 of 1768 relevant lines covered (84.5%)

1.69 hits per line

Jobs
ID Job ID Ran Files Coverage
2 577.2 0
84.5
 Travis Job 577.2
3 577.3 0
84.5
 Travis Job 577.3
Source Files on build 577
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