Rens' Blog

Originally posted on twitter.

Titanic is tiring 🚢

Iris is irritating 🥀

MNIST is too easy 🥱

Boston makes me queasy 🤢

California housing is not so bad 🏡

Sentiment analysis just makes me sad 🥲

Here are the datasets that I gravitate to... 🧵

What about you? 🙌

Originally posted on twitter.

How do you iterate on the data to improve your models?

At NeurIPS I saw a talk by Peter Mattson and Praveen Paritosh about DataPerf.

They share a framework of three types of tasks and how to benchmark them:

1. Training data
2. Test data
3. Algorithms to automate data work