# The max-sliced Bures distance
## Applications

### Reweighting Instances
![Reweighting Demo](videos/circle_animation.gif)

### Mode-drop detection
<img src="images/max_sliced_bures.svg" width="500">

## Code organization
The following files are borrowed from Kolouri et al., 2019
```bash
/code_flow/gsw/gsw.py
/code_flow/gsw/gsw_utils.py
```
Our work extends Kolouri's code functionality by adding the max-sliced Bures distance:
```bash
/code_flow/gsw/gsw_extended.py 
/code_flow/gsw/bures_weighted.py
/code_flow/gsw/weighted_utils.py
/code_flow/bures_weighted_flows_comparison.ipynb -> Python notebook that shows reweighting functionality of the max-sliced Bures distance
```
