chiphuyen/python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

41
/ 100
Emerging

Covers functional programming patterns (lambda, map, filter, reduce) alongside list manipulation techniques including unpacking, advanced slicing, and insertion operations. Uses generators with lazy evaluation for memory-efficient processing of large sequences, demonstrated through n-gram generation that reduces space complexity from O(nm) to O(m+n). Provides interactive Jupyter notebooks executable via Binder, targeting Python 3.6+ for developers learning advanced syntax applicable to data preprocessing and transformation tasks.

3,658 stars. No commits in the last 6 months.

No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 23 / 25

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Stars

3,658

Forks

575

Language

Jupyter Notebook

License

Last pushed

Dec 27, 2019

Commits (30d)

0

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