The URLs are pretty shitty: https://the-algorithms.com/algorithm/show-response
What I wanted to link to there was https://github.com/TheAlgorithms/Python/blob/master/audio_fi..., where we see that evidently doing an FFT in Python requires... matplotlib?
And in https://github.com/TheAlgorithms/Python/blob/master/backtrac... we see a graph-coloring algorithm statically typed to use (lists of) the built-in lists, so you can't store your graphs in a Numpy matrix or a sparse matrix.
On the other hand, the doc strings are great, and seem to include doctests for just about everything.
So I suspect that this is not going to be a very useful repository for reusable code, but it should be wonderful as a learning resource.