TensorSpace.js
AI
neural network visualization
SHOW HN2018
167points
28comments
#229of 2,155 in 2018
Top 11%of 2018 by points
How HN took it
LovedMost comments that take a side are positive
6 positive, 5 neutral or asking, 1 mixed, 1 critical, out of 13 comments about the project. Thread score +0.29.
Idea: 2 for, 1 againstDesign: 2 for, 0 against
The thread, comment by comment
Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.
positive neutral or mixed critical about another commenter or something else the maker
What HN said
What people liked
Looks neat and fun to play with
From 3 comments
This looks really neat and it's definitely fun to play around with. I can't resist playing around with tools like this for a few minutes, but I've never really figured out what…
jamesonthecrow on HNWow, this looks amazing. Going to check out how to process my model from keras to use with this tool. Doesn't like that complicated. Gonna give this a shot :) Great work !
ParanoidShroom on HNThis is awesome!
brian_herman__ on HN
Good for teaching newcomers about neural networks
From 2 comments
To kinda build on this, I think where this particular tool could be most beneficial would be for users just learning about neural networks, deep learning, CNNs and the like. That…
cr0sh on HNAnd use an Occulus rift for full immersive visualization!
yters on HN
Objections
3D view is unhelpful for large models and power users
From 1 comment
This is neat! I hope you don't mind a bit of constructive criticism here, but early on in my research career I also thought it would be a good idea to "visualize the neural…
ericjang on HN
Unclear what actionable insight it provides
From 1 comment
This looks really neat and it's definitely fun to play around with. I can't resist playing around with tools like this for a few minutes, but I've never really figured out what…
jamesonthecrow on HN
Requests
Visualize weights and gradients
From 2 comments
To provide some feedback: 1. display weights and gradients (in addition to activations) 2. display how activations/weights/gradients change during training. For example, I should…
p1esk on HNQuite neat! Some constructive feedback - I think in addition to mouse controls, having keyboard 'spaceship' flying around is pretty important. I would also try to add model…
andreyk on HN
Show changes during training
From 1 comment
To provide some feedback: 1. display weights and gradients (in addition to activations) 2. display how activations/weights/gradients change during training. For example, I should…
p1esk on HN
Support for VR or AR
From 2 comments
And use an Occulus rift for full immersive visualization!
yters on HNWould love to see this be vizualized in Augmented reality as well, like an ARKit app.
mendeza on HN
Support RNN visualization
From 1 comment
Always wanted to visualize CNNs like this. I wonder whether it is possible to visualize RNNs at all.
nerush on HN
Keyboard flight controls
From 1 comment
Quite neat! Some constructive feedback - I think in addition to mouse controls, having keyboard 'spaceship' flying around is pretty important. I would also try to add model…
andreyk on HN
Questions
Does it support transposed convolution?
From 1 comment
Is convolution transpose supported in this/tensorflow.js? Might be fun to visualize fully convolutional networks this way...
breatheoften on HN
How to import a Keras model?
From 1 comment
Wow, this looks amazing. Going to check out how to process my model from keras to use with this tool. Doesn't like that complicated. Gonna give this a shot :) Great work !
ParanoidShroom on HN
Alternatives named
TensorBoard and Jupyter notebooks
From 1 comment
This is neat! I hope you don't mind a bit of constructive criticism here, but early on in my research career I also thought it would be a good idea to "visualize the neural…
ericjang on HN
VizDom
From 1 comment
This is neat! I hope you don't mind a bit of constructive criticism here, but early on in my research career I also thought it would be a good idea to "visualize the neural…
ericjang on HN
deVoReaNN VR visualizer
From 1 comment
Well, take a look at this :) https://github.com/NCBI-Hackathons/deVoReaNN Totally independently, we had the same idea of visualizing a DL in VR using an oculus -- a few months…
mcc- on HN