Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
manim
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| Tools-to-Design-or-Visualize-Architecture-of-Neural-Network | manim | |
|---|---|---|
| 2 | 144 | |
| 4,038 | 57,952 | |
| - | - | |
| 0.0 | 8.6 | |
| 3 months ago | 16 days ago | |
| Python | ||
| - | MIT License |
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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
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Programs to create model architectures schemes
I can recommend this repo it offers a lot of visualization methods for neural networks.
- How can we visualise convolution operations like below? Generally is there any tool to create custom visualisation for matrix operations?
manim
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3Blue1Brown: Visualizing Attention, a Transformer's Heart
That is definitely one of the things he does better than most. He actually wrote a custom library for math animations: https://github.com/3b1b/manim
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Where Is Noether's Principle in Machine Learning?
Not quite what you're looking for, but worth pointing out that Grant Sanderson of 3Blue1Brown has published the "framework" he uses for his math videos on GitHub.
https://github.com/3b1b/manim
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3Blue1Brown Calculus Blog Series
3b1b uses a python library for creating those videos.
https://github.com/3b1b/manim
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Animating High School Maths Curriculum
Manim, 3b1b's animation library is open source: https://github.com/3b1b/manim
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Why do people think animation involves a ton of coding?
Coming to motion design, this rumour takes of due to the fact that there are programming libraries like Manim and Motion-Canvas which are actually used to generate animations from code. You can search 3Blue1Brown channel on youtube.
- Connaissez-vous des petits youtubeurs dans le style de Micode?
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Stickman fucks around with math and finds out
It kinda looks like this: https://github.com/3b1b/manim, but that would be a crazy usage of it. Wondering if they’re compositing Manim with a more traditional animation suite.
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Online classes in china 🔥
Probably used this for the animation: https://github.com/3b1b/manim
- Material python
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What language for creating mathematical modeling program?
3blue1brown has had success with (their tool) manim, which uses Python.
What are some alternatives?
netron - Visualizer for neural network, deep learning and machine learning models
geogebra - GeoGebra apps (mirror)
pytorch2keras - PyTorch to Keras model convertor
reanimate - Haskell library for building declarative animations based on SVG graphics
awesome-semantic-segmentation - :metal: awesome-semantic-segmentation
matplotplusplus - Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
torchlens - Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.
NumPy - The fundamental package for scientific computing with Python.
jupyter-manim - manim cell magic for IPython/Jupyter to show the output video
substrate - Substrate: The platform for blockchain innovators
manim - A community-maintained Python framework for creating mathematical animations.
NeXT - Another AIO Pack for Nintendo Switch SCENE [UnavailableForLegalReasons - Repository access blocked]