Can we use faiss to compute distances faster?

sustainability-lab / polire

Spatial Interpolation in Python

https://sustainability-lab.github.io/polire/

BSD 3-Clause "New" or "Revised" License

12 stars 3 forks source link

Can we use faiss to compute distances faster? #55

Open patel-zeel opened 1 year ago

patel-zeel commented 1 year ago

We should benchmark the timings to compute distances in the current version of IDW v/s using faiss to compute distances. If the difference is significant, we can update the following algorithms:

[ ] IDW
[ ] K-Nearest Neighbors
[ ] SpatialAveraging
[ ] ...