Dynamically Typed


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.