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 12 August 2025 (08:30) to Thursday 14 August 2025 (16:00)

Monday 11 August 2025
Tuesday 12 August 2025

08:30 OPTIONAL: Setup checks and help
OPTIONAL: Setup checks and help
08:30 - 09:00
Room: Orchard View Room
09:00 Introduction to Pixi and conda packages
Introduction to Pixi and conda packages
09:00 - 12:30
Room: Orchard View Room
Contributions

09:00 Welcome and Introduction - Matthew Feickert (University of Wisconsin Madison (US))

09:20 Introduction to Pixi - Matthew Feickert (University of Wisconsin Madison (US))

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

11:30 Introduction to conda packages - Matthew Feickert (University of Wisconsin Madison (US))
12:30 Lunch
Lunch
12:30 - 13:30

13:30 Application to personal research projects
Application to personal research projects
13:30 - 16:00
Room: Orchard View Room
Wednesday 13 August 2025
09:00 Intro to CUDA conda packages and Linux containers
Intro to CUDA conda packages and Linux containers
09:00 - 12:30
Room: Orchard View Room
Contributions

09:00 Introduction to CUDA conda packages - Matthew Feickert (University of Wisconsin Madison (US))

11:00 Introduction to Linux containerization - Matthew Feickert (University of Wisconsin Madison (US))
12:30 Lunch
Lunch
12:30 - 13:30

13:30 Application to personal research projects
Application to personal research projects
13:30 - 16:00
Room: Orchard View Room
Thursday 14 August 2025
09:00 Pixi CUDA environments on HTC systems with GPUs
Pixi CUDA environments on HTC systems with GPUs
09:00 - 12:30
Room: H.F. DeLuca Forum
Contributions

09:00 Introduction to containerized ML operations on HTC GPU systems - Matthew Feickert (University of Wisconsin Madison (US))

11:00 Introduction to containerized ML operations on commercial cloud systems - Matthew Feickert (University of Wisconsin Madison (US))
12:30 Lunch
Lunch
12:30 - 13:30

13:30 Application to personal research projects
Application to personal research projects
13:30 - 16:00
Room: H.F. DeLuca Forum