mlops
Weights & Biases
MLOps platform for experiment tracking, model versioning, hyperparameter sweeps, and collaborative ML development used by top AI labs.
Возможности
Что умеет
experiment trackingmodel registryhyperparameter optimizationdata analysiscollaborationmodel evaluation
Принимает
data:training metricsdata:model artifactscode:training scriptdata:parametersdata:dataset
Создаёт
dashboards:experiment dashboarddata:model registrydata:metricsdocument:report
EN
Стоимость
freemium
Примеры
Альтернативы Weights & Biases
Comet
ML experiment management platform with experiment tracking, model production monitoring, and LLM observability.
MLflow
Open-source platform for the ML lifecycle — experiment tracking, model registry, packaging, and deployment. Originally built at Databricks.
Neptune.ai
Metadata store for MLOps focused on experiment tracking and model registry. Built for teams running many production experiments.
