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Questions tagged [data-visualization]

For questions related to data visualization techniques in the context of artificial intelligence.

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2 votes
1 answer
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Do researchers generally treat tensors just as mathematical objects with certain shape?

Most of the practical research in AI that includes neural networks deals with higher dimensional tensors. It is easy to imagine tensors up to three dimensions. When I ask the question How do ...
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32 views

Do deep learning researchers generally visualize intermediate steps?

Many researchers in deep learning research come up with new CNN architectures. The architectures are (just) combinations of a few existing layers. Along with their mathematical intuition, in general, ...
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Visualizing encoder-attention after ResNet in terms of ResNet input

I have a transform-encoder only architecture, which has the following structure: ...
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4 votes
1 answer
68 views

How to graphically represent a RNN architecture implemented in Keras?

I'm trying to create a simple blogpost on RNNs, that should give a better insight into how they work in Keras. Let's say: ...
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3 votes
1 answer
154 views

How do AI researchers imagine higher dimensions?

We can visualize single, two, and three dimensions using websites or imagination. In the context of AI and, in particular, machine learning, AI researchers often have to deal with multi-dimensional ...
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1 vote
2 answers
204 views

How do I plot a matrix of ratings?

I have a .csv file called ratings.csv with the following structure: ...
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6 votes
2 answers
476 views

Neural network for data visualization

At my work, we're currently doing some research into data visualisation for highly interconnected data, basically graphs. We've been implementing all sorts of different layouts and trying to see which ...
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