Reproducible Machine Learning Workflows for Scientists Workshop 2025

Session

Instruction Session

12 Aug 2025, 09:00

Discovery Building

Conveners

Instruction Session: Introduction to Pixi and conda packages

• Matthew Feickert (University of Wisconsin Madison (US))

Instruction Session: Intro to CUDA conda packages and Linux containers

• Matthew Feickert (University of Wisconsin Madison (US))

Instruction Session: Pixi CUDA environments on HTC systems with GPUs

• Matthew Feickert (University of Wisconsin Madison (US))

1. Welcome and Introduction

Matthew Feickert (University of Wisconsin Madison (US))

12/08/2025, 09:00

2. Introduction to Pixi

Matthew Feickert (University of Wisconsin Madison (US))

12/08/2025, 09:20

3. Introduction to conda packages

Matthew Feickert (University of Wisconsin Madison (US))

12/08/2025, 11:00

4. Introduction to CUDA conda packages

Matthew Feickert (University of Wisconsin Madison (US))

13/08/2025, 09:00

5. Introduction to Linux containerization

Matthew Feickert (University of Wisconsin Madison (US))

13/08/2025, 11:00

6. Introduction to containerized ML operations on HTC GPU systems

Matthew Feickert (University of Wisconsin Madison (US))

14/08/2025, 09:00

7. Introduction to containerized ML operations on commercial cloud systems

Matthew Feickert (University of Wisconsin Madison (US))

14/08/2025, 11:00