[Feature Request] Possibility to visualize tensors

[Hoeze]

Hi, I'm currently searching for a possibility to visualize tensor operations:

As this is a pretty common task, I thought there should be a lot of packages simplifying this.
However, I could not find any possibility to do this automatically.

It would be cool if Tensorboard would support some basic operations for visualizing tensors and tensor operations. This would also help improving the Tensorflow documentation.

[chihuahua]

TensorBoard lacks such a visualization today, but I would personally find this an incredible educational tool.

FYI, the debugger dashboard visualizes tensor values chosen by the user.
https://github.com/tensorflow/tensorboard/blob/master/tensorboard/plugins/debugger/README.md#tensor-values-visualized

but in the context of debugging. For instance, you can select an op in the graph explorer and view its output value.

[bileschi]

@caisq for update on debugger support for this type of data