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Nicely designed. Here is another visualizer for CNNs, from research at Georgia Tech: https://poloclub.github.io/cnn-explainer/ https://poloclub.github.io/cnn-e
by dpflan 3y ago
Nicely designed. Here is another visualizer for CNNs, from research at Georgia Tech:
https://poloclub.github.io/cnn-explainer/ https://poloclub.github.io/cnn-explainer/
Another link to various visualization tools: https://github.com/ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network https://github.com/ashishpatel26/Tools-to-Design-or-Visualiz...
Another one: https://playground.tensorflow.org/ https://playground.tensorflow.org/
- butterlesstoast 3y agoThanks for sharing this as well! Love Georgia Tech!
- 3abiton 3y agoThere used to be this video explaining each layer of a neural network visually on youtube back in the days.
- laszlokorte 3y agoThanks for sharing! I especially like the "Understanding Hyperparameters" widget in the poloclub article. I built something similar that people might find helpful[1]. [1]: https://static.laszlokorte.de/conv2d/ https://static.laszlokorte.de/conv2d/
- dpflan 3y agoExcellent, thanks for sharing. These can be such good ways to learn and internalize intuition (and of course teach others!).
- westurner 3y agoManimML: https://github.com/helblazer811/ManimML https://github.com/helblazer811/ManimML "But what is a convolution?" https://youtu.be/KuXjwB4LzSA?si=qwnZMQYJhDxraGc8 https://youtu.be/KuXjwB4LzSA?si=qwnZMQYJhDxraGc8 https://github.com/3b1b/videos/tree/master/_2022/convolutions https://github.com/3b1b/videos/tree/master/_2022/convolution... https://github.com/3b1b/videos/tree/master/_2023/convolutions2 https://github.com/3b1b/videos/tree/master/_2023/convolution... "Convolution Is Fancy Multiplication" https://news.ycombinator.com/item?id=25190770#25194658 https://news.ycombinator.com/item?id=25190770#25194658 https://news.ycombinator.com/item?id=37953886 https://news.ycombinator.com/item?id=37953886 : > Manim, Blender, ipyblender, PhysX, o3de, [FEM, CFD, [thermal, fluidic,] engineering]: https://github.com/ManimCommunity/manim/issues/3362 https://github.com/ManimCommunity/manim/issues/3362 Manim + O3DE would be neat and probably useful for learning A Manim Rubik's cube algorithm video: https://github.com/polylog-cs/rubiks-cube-video/blob/main/code/rubik_mitm_solution.cpp https://github.com/polylog-cs/rubiks-cube-video/blob/main/co... Manim API docs: https://docs.manim.community/en/stable/reference.html https://docs.manim.community/en/stable/reference.html