Questions tagged [data-visualization]

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

Filter by
Sorted by
Tagged with
0 votes
0 answers
16 views

Why does alphago only go to 19 numbers and 19 alphabet letter and not 26 numbers and 26 alphabet letters? Alphago max version?

I was just looking at alpha go videos on youtube that google deep mind sent me and was wondering on the versioning board and it reminded me of a more advanced version of chess game on windows ...
John Patrick Oldfield's user avatar
2 votes
2 answers
77 views

Is it possible to reconstruct convolutional layers' input using transposed convolution?

I've been trying to visualize internal activations in CNN and came across this paper: "Visualizing and Understanding Convolutional Networks" by Zeiler & Fergus. In the paper they ...
Shawn Li's user avatar
  • 143
0 votes
1 answer
46 views

Best way to generate fitness landscape when using higher dimensional data

I'm using a GA to find the best set of parameters to maximize a fitness function. I want to draw a fitness landscape to visualize the effectiveness of the algorithm. The fitness function, calculated ...
program1232123's user avatar
2 votes
1 answer
119 views

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 ...
hanugm's user avatar
  • 3,802
0 votes
0 answers
35 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, ...
hanugm's user avatar
  • 3,802
0 votes
0 answers
167 views

Visualizing encoder-attention after ResNet in terms of ResNet input

I have a transform-encoder only architecture, which has the following structure: ...
John Sig's user avatar
  • 101
6 votes
1 answer
155 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: ...
Mindaugas Bernatavičius's user avatar
3 votes
1 answer
227 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 ...
hanugm's user avatar
  • 3,802
1 vote
2 answers
214 views

How do I plot a matrix of ratings?

I have a .csv file called ratings.csv with the following structure: ...
NaveganTeX's user avatar
6 votes
2 answers
504 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 ...
tiansivive's user avatar