TensorSensor

DT #50 — October 11, 2020

TensorSensor is a Python package that “clarifies” (visualizes) the dimensions of tensors in numpy, TensorFlow or PyTorch. I recently had to reproduce a paper that wrote down its math in a simplified form that ignored the out-channel dimension of convolutional filters, and spent a lot of time trying to get all my matrices to line up correctly with that extra dimension. This tool would’ve made that a lot easier! Also check out Terence Parr’s introduction to TensorSensor.

ML Research

This section of Dynamically Typed covers recent models, datasets, and tools for machine learning research.

Join 325+ others and subscribe to get DT in your inbox every second Sunday — 76 issues and counting!

Or check out recent DT issues first:

DT #76: Dynamically Typed Hiatus

DT #75: OpenAI's book summaries for the alignment problem, Translatotron 2, and AI-generated movie posters

DT #74: Apple's privacy-focused facial recognition, DeepMind's multimodal Perceiver IO, and sea ice forecasting with IceNet