I have an upcoming talk in which I'll be describing density based clustering. With the help of Matplotlib I was able to get a nice visual aid to some of the conceptual ideas of the process.

@matplotlib thoughts about doing density in high dim instead of low dim?

@matplotlib That's the talk is about -- high dimensional geometry is weird and our intuitions for it are bad. A lot of classical approaches work well in low to medium numbers of dimensions. You can compute them for high dimensional data, but you may not get the results you want/expect.

Here I share an XGBoost model that delivers a 25% CAGR with minimal drawdown on Visa stock. In this free Substack post I share code and commentary for a powerful Machine Learning strategy that delivers powerful returns.

@matplotlib Really impressive

@matplotlib Amazing plotting job 👍 and kudos for choosing the best python tool for the job :)

@matplotlib nice work. If u can also share how u made this video after ur talk will be great. Well done!

@matplotlib This is something that belongs in @NPRougier book :) Absolutely beautiful.

@matplotlib Is there a link?

@matplotlib I'm still working on the talk, but hopefully after it is done slides or video will be available.

@matplotlib It is high order nonlinear