nicomignoni/tab2img

A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.

tab2img's Issues

Data values gets changed to 0-1 after reshaping the 1D to 2D from tab2img tool

Hi, I want to confirm that does this tool changes the data values as well? Or does it simply reshapes the data of 1D to 2D?

I am passing the data of 1x198 shape and it is returning me the data of 1x15x15 shape which is perfect square of the closest 2 dimension. But the data values are also getting changed between the range of 0-1

The data values of the output 2D data gets changed to 0-1 when the output is greater than 12x12

This looks like very strange that when I run the code with the same data but with less features of 144 for the output of 12x12, my data does not change and the tab2img only reshapes the data

Input data of 144 features

Output contains the data reshaped to 12x12 and the original data values stayed the same as min value and max value

But if I increase the data features for the same dataset to 169 so that i get the output of 13x13, my data values gets changed

Input data of 169 features

Output data is of shape 13x13 but the data values are now only 0 or 1

Installation Issue

Tried to install and got the following:

ERROR: Could not find a version that satisfies the requirement tab2img
ERROR: No matching distribution found for tab2img

question about testing data

Hi,
Maybe I misunderstood, but if I have testing data without a label, how can I transfer it to an image and put it in the model I trained?