NCA-ADS - Software and Environment Management - Section 8.1

Build reproducible Python environments with Conda and Docker.

Build reproducible Python environments by using Conda environment files or Docker images that pin RAPIDS, CUDA, and Python package versions exactly. Understand why environment reproducibility is a prerequisite for reproducible model results across different machines.

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