Podcast: ML Monitoring with Emeli Dral (07 Jul 2022)
This week I spoke with Emeli Dral, co-founder and CTO of Evidently, an open-source tool tackling the problem of monitoring of models and data for machine learning. We discussed the challenges around building a tool that is both straightforward to use while also customizable and powerful.
Need an open-source data annotation tool? We've got you covered! (10 Jun 2022)
We put together a list of 48 open-source annotation and labeling tools to support different kinds of machine-learning projects.
How we made our integration tests delightful by optimizing the way our GitHub Actions run our test suite (09 Mar 2022)
As we outgrew our initial template Github Action workflow, here's the five things we added to our Github Action arsenal to fit our growing needs: Caching, Reusable Workflows, Composite Actions, Comment Triggers and Concurrency Management.
Richify that CLI! (28 Feb 2022)
We recently reworked a number of parts of our CLI interface. Here are some quick wins we implemented along the way that can help you improve how users interact with your CLI via the popular open-source library, rich.
ZenML will be open source (11 Nov 2020)
An overview of some of the capabilities that ZenML will unlock for our users.