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PRODID:-//pretalx//pretalx.com//pyladiescon-2024//speaker//YBVMAU
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UID:pretalx-pyladiescon-2024-F8F7L3@pretalx.com
DTSTART:20241207T160000Z
DTEND:20241207T162000Z
DESCRIPTION:This talk will explore the adoption of the Array API standard i
 n scikit-learn. We'll begin with a brief introduction to the Array API sta
 ndard and its benefits\, focusing on its impact on cross-library functions
  and model training speed. Next\, we'll examine a detailed example of a sc
 ikit-learn kernel that shows significant performance improvements due to t
 he Array API. Currently in scikit-learn\, users can choose to use Array AP
 I by enabling or disabling a flag called "array_api_dispatch." We'll demon
 strate how to turn on this flag during the tutorial and showcase the resul
 ting performance changes. By the end of this talk\, attendees will have a 
 high-level understanding of the Array API standard and know how to use it 
 in their own scikit-learn projects.
DTSTAMP:20260614T074622Z
LOCATION:Main Stream
SUMMARY:The adoption of the Array API standard in scikit-learn and how to u
 se it - Emily Chen
URL:https://pretalx.com/pyladiescon-2024/talk/F8F7L3/
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