Classifyer of gas state with fastai


I’m quite new to fastai.

I want to train fastai to give me a hint at what the properties of a gas might be.

There are 3 variables like a,b,c and the spectated property is y. So my function is y = f(x,a,b,c).

I can simulate the property y, but later I want to feed in measured data and get a,b,c for that state back.

The thing is that for every state I have only one file.

I converted the the y values using imshow() into a picture like seen below (stretched along the x axis).

Does anyone have experience with only using one file for one state?

The data is normally a cab file but I think fastai is better with pictures. Or is there a way to process csv-files?