Experiment Tracking organizes company profiles, providers, and product options around related products, services, and industry information so readers can research product differences, service quality, use cases, and industry changes.
Founded in 2017 and headquartered in New York and San Francisco, Weights & Biases is an ML experiment tracking and visualization platform used by 500,000+ data scientists, offering dashboards, Sweeps hyperparameter search, model registry and team collaboration.
MLflow is an open source ML lifecycle platform initiated by Databricks in 2018 and now a Linux Foundation project. It offers experiment tracking, model registry and model serving with a framework-agnostic, lightweight design and about 20,000 GitHub stars.
