Speed up K-Means clustering by porting Python implementation to Mojo🔥
In this video we'll share a step-by-step guide to porting kmeans clustering from Python+NumPy to pure Mojo for huge (250x) speedup! How? Mojo is Pythonic in syntax and makes it easy to write fast vectorized and parallelized code!
Code referenced in video: https://github.com/modularml/devrel-e...
Blog post referenced in video: https://www.modular.com/blog/fast-k-m...
Chapters:
00:00 Introduction
01:06 What is k-means clustering?
05:06 High-level differences between Python and Mojo implementations of K-Means
06:53 Python and Mojo implementation: A walkthrough in VSCode
20:16 Benchmark results
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