GSoC Blog | Activeloop | Week 4

Published: 07/18/2022

What did you do this week?

This week, I've been focusing on implementing custom cross-validation algorithm to compute out-of-sample probabilities for Hub Datasets.

What is coming up next?

As a next step, I will be working on a generic high-level pipeline that consists of fixing labels on a particular dataset, applying augmentations to a dataset and finding slices that underperform on a particular dataset.

Did you get stuck anywhere?

Not particularly, I had a few issues with ensuring that my experiments are deterministic with PyTorch but at the end I was able to fix it.