Last updated: November 3, 2022.
ZenML 0.5.3 adds support for statistics visualizations, greatly improved speed for CLI commands as well as lots of small improvements to the pipeline and step interface.
For a detailed look at what’s changed, give our full release notes a glance. This blog post will cover some of the big-picture changes.
In the latest release we added the concept of visualizations as a first-class citizen in ZenML. Now you can use awesome third-party libraries to visualize ZenML steps and artifacts. We support the facets visualization for statistics out of the box, to find data drift between your training and test sets.
Here’s what the statistics visualizer looks like
CLI Speed Improvements
You may have noticed that the previous versions of ZenML CLI were a bit slow. 😬 Sorry about that. We’ve fixed the problem. There were some imports of large libraries happening at inopportune moments. This improvement will get a whole blog post of its own, so watch this space for more details…
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