Copying issue from @andrewheusser's post in the [sherlock paper repo](https://github.com/ContextLab/sherlock-topic-model-paper) <img width="711" alt="screen shot 2018-09-02 at 9 23 57 pm" src="https://user-images.githubusercontent.com/9030494/44963209-a9472500-aef6-11e8-8925-4cf5525eac5f.png">
Copying issue from @andrewheusser's post in the sherlock paper repo