NSLS-II   |   CFN   |   Brookhaven National Laboratory

Workshop 4: Scientific Python for Data Analysis at NSLS-II

Date: Tuesday, May 19, 2020

Organizer(s): Daniel Allan and the NSLS-II DAMA Group (BNL)

Location: Online


This workshop is a hands-on tutorial on using scientific Python for image analysis, visualization, and machine learning. NSLS-II beamline staff and Python experts from the NSLS-II scientific software group ("DAMA") will team up to walk through examples from a range of scientific domains, working from data acquisition through analysis. Topics covered will include handling of larger-than-memory datasets, parallelism, and adaptive experiment steering. Basic familiarity with Python usage will be assumed. Please bring a laptop; this is an interactive session.

Bluesky Tutorials:  https://blueskyproject.io/tutorials 

StartsEndsList of Speakers
1:00 PM1:20 PM
Overview and initial setup
1:20 PM1:40 PM
Intro to DataBroker v2
1:40 PM2:00 PM
End-to-end Example 1: Powder Diffraction
2:00 PM2:15 PM
2:15 PM2:35 PM
Intro to Xarray
2:35 PM2:55 PM
End-to-end Example 2: XAFS
2:55 PM3:10 PM
3:10 PM 
Intermediate Xarray