Subject
2 entries
Ipython
Bookmarks
Getting the Best Performance out of NumPy
Featured recipe from the IPython Cookbook on getting the best performance out of NumPy — covering vectorization, broadcasting, memory layout, and avoiding Python loops. The kind of practical optimization guide that separates slow scientific Python from production-grade numerical code.
Happy Healthy Hungry: San Francisco Data-Driven Narrative
Jay Oh-en's 'Happy Healthy Hungry' IPython notebook — a data-driven narrative about San Francisco restaurant health inspections shared at the Zipfian Academy graduation. One of the early examples of a published, storytelling-oriented data science notebook.