Mistakes in the video (the ones that I know about 😅): - I changed the implementation for the neighbor_sampler function. It previously takes one minute to sample from Cora dataset. Now, it samples in around 10 seconds. That’s because I removed the unique function and used sparse matrices indexing. The link in the description has the new code. - In 32:54 I said that the probability of picking an edge is 1. That's actually not true, it's 1/|E|, where |E| is the number of edges in the graph. I fixed it on my github notes.