Cascade

Lightweight MLOps library aimed at individuals and small teams

Started: Feb 2022

Cascade is an MLOps library with the aim to help individual ML engineers or researchers implement some standards of MLOps while still maintaining the small scale of operations.

Cascade features:

• Pipeline building
• Experiment management
• Data validation
• Popular ML library integrations

Links

• GitHub page

• Documentation

• PyPI

• Zenodo DOI record

Materials referencing Cascade

• A blog post on Cascade: Streamlining MLOps for Small Teams and Individuals

• Awesome MLOps, Model Lifecycle section

• How I (Re)implemented Metrics in Cascade

• Cascade announce post