buildingenergy/mcm-core — pull request #28 by alecklandgraf (2014-09-27 19:10:20+00:00)
Title: replace fuzzywuzzy with jellyfish jaro winkler

## 20% speed improvement for a pain point and better suggestions

```
{'fuzz': 0.026993, 'jaro': 0.00534} | test: City | fuzz guess: city | jaro_winkler guess: city | speed increase: 19.7829066795
{'fuzz': 0.02671, 'jaro': 0.005248} | test: Zip | fuzz guess: Azimuth | jaro_winkler guess: Azimuth | speed increase: 19.6480718832
{'fuzz': 0.027285, 'jaro': 0.005238} | test: GBA | fuzz guess: Glass Type | jaro_winkler guess: Energy Baseline Date | speed increase: 19.1973611875
{'fuzz': 0.029727, 'jaro': 0.006166} | test: BLDGS | fuzz guess: building_count | jaro_winkler guess: building_count | speed increase: 20.7420863188
{'fuzz': 0.035353, 'jaro': 0.008354} | test: AYB_YearBuilt | fuzz guess: year_built | jaro_winkler guess: year_built | speed increase: 23.6302435437
{'fuzz': 0.034241, 'jaro': 0.012818} | test: State | fuzz guess: Owner State | jaro_winkler guess: state_province | speed increase: 37.4346543617
{'fuzz': 0.030757, 'jaro': 0.006254} | test: Address | fuzz guess: owner_address | jaro_winkler guess: address_line_1 | speed increase: 20.3335825991
{'fuzz': 0.031455, 'jaro': 0.008927} | test: Owner | fuzz guess: owner | jaro_winkler guess: owner | speed increase: 28.3802257193
{'fuzz': 0.033514, 'jaro': 0.007445} | test: Property Type | fuzz guess: property_notes | jaro_winkler guess: property_notes | speed increase: 22.2145968849
{'fuzz': 0.02989, 'jaro': 0.005893} | test: UBI | fuzz guess: CMU Fill | jaro_winkler guess: Publicly Subsidized | speed increase: 19.7156239545
```