Jeroen Janssens - How I hacked UMAP and won at a plotting contest | PyData Amsterdam 2024

[jeroenjanssens]

Video: https://www.youtube.com/watch?v=xdD8r84sqYY

00:00 Welcome
01:06 Plotnine contest
02:18 Hoi! I'm Jeroen
03:13 Visualizing the behavior of an algorithm
07:58 Keeping track of intermediate predictions
09:23 Tool: UMAP
12:31 Tool: Polars
13:15 Python Polars: The Definitive Guide
13:40 MNIST dataset
14:46 Tool: Plotnine
17:04 Tool: FFmpeg
18:58 Final result
19:38 To conclude
20:40 Q & A