Where can I find a list of proven neural network architectures?

Question

Neural networks

Where can I find a list of neural network architectures for specific tasks?

For example, I need a network for 7 inputs (numbers from 0 to 10^3) ​​and 1 output. Where to look for a ready-made solution for such a problem, where there will be approximately similar data, the same goal, the same number of inputs and outputs.

In neural networks, I have only a basic idea, I worked (trained several networks on my data) with Keras. Now there is a task (for the sake of my own interest) when to use a neural network, and I don’t want to waste time looking for a solution (suddenly, the one who is seriously involved in this has already thought of everything?).

Answer 1

The architecture of a neural network does not depend on the number of input and output parameters. As well as vice versa. The architecture of the neural network is selected for the task, and not for the number of inputs, outputs, intermediate layers and elements in them.
And yes, "everything has already been invented before us" - you just need to familiarize yourself with this. I recommend, before solving the problem, to spend time and figure out what neural networks are and how to use them. And to do this not according to popular science articles on the Internet, but according to books.