ZnTrack -- Data as Code

Understand

The past decade has seen tremendous breakthroughs in computation and there is no indication that this will slow any time soon.

• Machine learning, large-scale computing resources, and increased industry focus have resulted in rising investments in computer-driven solutions for data management, simulations, and model generation.
• However, with this growth in computation has come an even larger expansion of data and with it, complexity in data storage, sharing, and tracking.
• In this work, we introduce ZnTrack, a Python-driven data versioning tool.