Name: Reproducible Machine Learning Workflows for Scientists Workshop 2025
Start: 2025-08-12T08:30:00-05:00
End: 2025-08-14T16:00:00-05:00
Location: Discovery Building

Reproducible Machine Learning Workflows for Scientists Workshop 2025

from Tuesday, August 12, 2025 (8:30 AM) to Thursday, August 14, 2025 (4:00 PM)

Monday, August 11, 2025
Tuesday, August 12, 2025

8:30 AM Hands on work: OPTIONAL: Setup checks and help
OPTIONAL: Setup checks and help
8:30 AM - 9:00 AM
Room: Orchard View Room
9:00 AM Instruction Session: Introduction to Pixi and conda packages
Introduction to Pixi and conda packages
9:00 AM - 12:30 PM
Room: Orchard View Room
Contributions

9:00 AM Welcome and Introduction - Matthew Feickert (University of Wisconsin Madison (US))

9:20 AM Introduction to Pixi - Matthew Feickert (University of Wisconsin Madison (US))

11:00 AM Introduction to Pixi (continued) - Matthew Feickert (University of Wisconsin Madison (US))

11:30 AM Introduction to conda packages - Matthew Feickert (University of Wisconsin Madison (US))
12:30 PM Lunch
Lunch
12:30 PM - 1:30 PM

1:30 PM Hands on work: Application to personal research projects
Application to personal research projects
1:30 PM - 4:00 PM
Room: Orchard View Room
Wednesday, August 13, 2025
9:00 AM Instruction Session: Intro to CUDA conda packages and Linux containers
Intro to CUDA conda packages and Linux containers
9:00 AM - 12:30 PM
Room: Orchard View Room
Contributions

9:00 AM Introduction to CUDA conda packages - Matthew Feickert (University of Wisconsin Madison (US))

11:00 AM Introduction to Linux containerization - Matthew Feickert (University of Wisconsin Madison (US))
12:30 PM Lunch
Lunch
12:30 PM - 1:30 PM

1:30 PM Hands on work: Application to personal research projects
Application to personal research projects
1:30 PM - 4:00 PM
Room: Orchard View Room
Thursday, August 14, 2025
9:00 AM Instruction Session: Pixi CUDA environments on HTC systems with GPUs
Pixi CUDA environments on HTC systems with GPUs
9:00 AM - 12:30 PM
Room: H.F. DeLuca Forum
Contributions

9:00 AM Introduction to containerized ML operations on HTC GPU systems - Matthew Feickert (University of Wisconsin Madison (US))

11:00 AM Introduction to containerized ML operations on commercial cloud systems - Matthew Feickert (University of Wisconsin Madison (US))
12:30 PM Lunch
Lunch
12:30 PM - 1:30 PM

1:30 PM Hands on work: Application to personal research projects
Application to personal research projects
1:30 PM - 4:00 PM
Room: H.F. DeLuca Forum

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