PyTorch Tabular: A Framework for Deep Learning with Tabular Data

Understand

In spite of showing unreasonable effectiveness in modalities like Text and Image, Deep Learning has always lagged Gradient Boosting in tabular data - both in popularity and performance.

• But recently there have been newer models created specifically for tabular data, which is pushing the performance bar.
• But popularity is still a challenge because there is no easy, ready-to-use library like Sci-Kit Learn for deep learning.
• PyTorch Tabular is a new deep learning library which makes working with Deep Learning and tabular data easy and fast.