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General refactoring
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* Templating moved to the backend
* Remove file-based db, now using dataframes
* General restructuring and simplification of the project
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Lilykos committed Feb 20, 2017
1 parent 559cdbd commit ea840d7
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9 changes: 2 additions & 7 deletions README.md
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Expand Up @@ -33,7 +33,6 @@ This command will run Clusterix on [http://127.0.0.1:5000](http://127.0.0.1:5000
#### File input (CSV only currently)
* Data Preview
* Field selection
* Field Scaling

#### Vectorizers
* Count Vactorizer
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#### Algorithms
* K-Means
* Hierarchical Clustering (with various distance/linkage options)

#### Plot Features
* Scatterplot/Treemap vizualizations
* Scatterplot vizualizations
* Full text search for nodes
* Brushing and zoom for targeted inspection
* Various clustering metrics (TF-IDF, etc)
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![alt tag](http://i.imgur.com/AAudgAD.png)

![alt tag](http://i.imgur.com/DsDXYct.png)


### Wine Data
![alt tag](http://i.imgur.com/DsDXYct.png)
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