Our great sponsors
-
There's nothing like working on testing to get you familiar with a codebase. I've been working on adding back in some testing to the ZenML codebase this past couple of weeks and as a relatively new employee here, it has been a really useful way to dive into how things work under the hood.
-
At ZenML we use pre-commit hooks that kick into action whenever you try to commit code. (Check out our pyproject.toml configuration and our scripts/ directory to see how we handle this!) It ensures a level of consistency throughout our codebase, ensuring that all our functions have docstrings, for example, or implementing a standard order for import statements.
-
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Related posts
- Introduction to NannyML: Model Evaluation without labels
-
metaflow VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
- Git Version Controlled Datasets in S3
- Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.
- In Need of Guidance: Implementing MLOps in a Complex Organization as a Junior Data Engineer