Comet MLOps Platform

Comet.ml is an MLOps software that allows engineers and data scientists to automatically track their datasets, code changes, experimentation history, and production models to drive efficiency, transparency, and reproducibility. Comet allows data scientists to maintain their preferred workflow and tools, while tracking previous work and collaborating throughout the iterative process.

Comet.ml also optimizes models with bayesian hyper-parameter optimization - a type of algorithm - which saves time typically spent on manual tuning ML models. As a result, users have increased visibility of data science, ML results, and progress throughout an organization.

Comet is agnostic to the developer's choice of IDE. They have users using anything from vim and emacs to Spider and PyCharm.