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egor-bogomolov committed May 30, 2020
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Expand Up @@ -39,17 +39,17 @@ with the tool shows that both options produce similar results. It is worth notin

In the end, for a given project, the tool will output its nearest neigbors among these 9 million projects, sorted by their similarity.

### Video demonstration

We recorded a short video demonstrating the features of _Sosed_: finding similar projects, filtering them by
language and GitHub stars, producing explainable output. The video is [available on Youtube](https://www.youtube.com/watch?v=LYLkztCGRt8).

### Explaining the output

In order for *Sosed* not to act as a black-box, we manually labeled all 256 clusters with short descriptions of their topics.
If you pass `--explain` flag to *Sosed*, it will identify clusters that contributed the most to the similarity and
print their descriptions.

### Video demonstration

We recorded a short video demonstrating the features of _Sosed_: finding similar projects, filtering them by
language and GitHub stars, producing explainable output. The video is [available on Youtube](https://www.youtube.com/watch?v=LYLkztCGRt8).

## Getting started

To run the tool, clone this project:
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