Converting DNA Sequence to Protein Sequence using Deep Neural Network with Interactive Code [Manual…

So today, I will continue my journey to Bio-informatics with Machine Learning. And I will try to perform the most basic task in Bio-informatics, which is converting DNA sequence to Protein. Also, this is over complicating the task, we can just build a dictionary to map the values, as done by Vijini Mallawaarachchi in this post. Also, please take note that we are going to preprocess the DNA / Protein sequence to vectors, if you are not aware of how to do that, please see this post. Finally, I am going to perform Dilated Back Propagation to train our network.