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hi everyone i am sanya cooler i am the ta for the bioinformatics class and today i want to go over an example on gibbs sampling for those of you who are wanting to go over the concept and have some questions about it for the homework as well i think that this would be very helpful to go over how do we use um give sampling so iamp;#39;m gonna go through a simplified example of gibb sampling right now so in this sample problem please suppose that youamp;#39;re running the gibbs sampling algorithm for motif finding on a set of four input sequences with a motif width of four nucleotides so this has to do with like transcription factors of recognizing binding sites along the dna sequences which is super important especially because like whenever we have transcription factors they usually try to bind to sequence specific dna sequences so if you see it here like in this example for instance if you have um a transcription factor these are typically proteins and they help regulate the express