# 1 Neural Network

Note: The datasets are architecture graphs of trained machine learning networks. We do not provide the graphs corresponding to these models, as their structures are not fully described in the literature. Origin Notes: The cifar and mnist_simple models are provided by http://tensorflow.org/. The authors of “https://doi.org/10.1109/TVCG.2016.2598831” use a trained convolutional neural network of their own design which they call BaseCNN. Graph features in papers: bundled edges (generated),clusters (generated),directed edges,hierarchical,high degree,labeled edges,labeled nodes,layered graphs,multivariate,n-layers,bundled edges (generated),clusters (generated),directed edges,layered graphs,n-layers Appeared in years: 2018,2017 Type of Collection: Skip is it stored properly?: No must be analyzed: No In repo?: No Related to Literature - Algorithm (1) (Dataset tag relations): Towards Better Analysis of Deep Convolutional Neural Networks (https://www.notion.so/Towards-Better-Analysis-of-Deep-Convolutional-Neural-Networks-5faa94b80ecb4f389583b05dd5aaa317?pvs=21), Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow (https://www.notion.so/Visualizing-Dataflow-Graphs-of-Deep-Learning-Models-in-TensorFlow-b2022ee0e0464bc68c47b8a86262b212?pvs=21) cleaned format?: No duplicate?: No link works?: No Added in paper: No Page id: badcd1335be24b1e8acee792794d84a4 unavailable/skip: Yes Cleaned ALL data: No first look: No Related to Literature - Algorithm (Dataset tag relations) 1: Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow (../Benchmark%20sets%200cc6b5e454304aec98f3b59b1a720476/Literature%20ad87f14e7097454fb2f784e2c8a2797a/Literature%20-%20Algorithm%2012e01bfc60a84007aa7d2d34293e123d/Visualizing%20Dataflow%20Graphs%20of%20Deep%20Learning%20Model%20b7f88659be534c84b6a37226f945c66a.md), Towards Better Analysis of Deep Convolutional Neural Networks (../Benchmark%20sets%200cc6b5e454304aec98f3b59b1a720476/Literature%20ad87f14e7097454fb2f784e2c8a2797a/Literature%20-%20Algorithm%2012e01bfc60a84007aa7d2d34293e123d/Towards%20Better%20Analysis%20of%20Deep%20Convolutional%20Neur%2024912d7e869548a591e8fa8cba0417fe.md)

# 2 Body

### Descriptions from Literature

From “Towards Better Analysis of Deep Convolutional Neural Networks”:

Screen Shot 2023-08-17 at 3.07.46 PM.png

### Example Figures

From “Towards Better Analysis of Deep Convolutional Neural Networks”:

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From “Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow”:

Screen Shot 2023-08-17 at 3.04.44 PM.png