How to use 1d convolutional neural network (conv1d) to predict DNA sequence binding to protein

In the mysterious world of DNA, where the secrets of life are encoded, scientists are harnessing the power of cutting-edge technology to decipher the language of genes. One of the remarkable tools they’re using is the 1D Convolutionary Neural Network, or 1D CNN, which might sound like jargon from a sci-fi movie, but it’s actually a game-changer in DNA sequence analysis.

Imagine DNA as a long, intricate string of letters, like a never-ending alphabet book. Each letter holds a unique …