Feature/complexity score mvp

[lorischl-otter]

Description

squad_score.py includes two functions that take a transcription string, and output both a single row dataframe of metrics and then a single integer for Squad Score. This initial formula only includes the native Python features (4), and the next iteration will include an additional feature using nltk. squad_score.py is not currently written with integration with any other files, but these functions can be exported for use elsewhere. This current formula has a correlation of -.60 with our 25 rankings.

Updated utils README to reflect file additions, and requirements.txt to reflect new imports in squad_score.py.

I'll be doing a second pull request on a different branch to get the completed notebook up.

Note: initial commit included auto commits that removed the Docker file and preemptively updated the squad_score_mvp_notebook, which is why that commit was reverted.

Type of change

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Change Status

• Complete, tested, ready to review and merge
• Complete, but not tested (may need new tests)
• Incomplete/work-in-progress, PR is for discussion/feedback

Has This Been Tested

• Yes
• No
• Not necessary

Checklist

• My code follows the style guidelines of this project
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• There are no merge conflicts

[Jwilson1172]

looks good thank you for getting those changes implemented for me.

[schase15]

Looks great. Very readable code