mlops
MLflow
Open-source platform for the ML lifecycle — experiment tracking, model registry, packaging, and deployment. Originally built at Databricks.
القدرات
ما الذي تفعله
experiment trackingmodel registrymodel deploymentdata analysisworkflow automationhyperparameter optimization
تقبل
data:training metricsdata:model artifactscode:training scriptdata:parametersdata:csv
تنتج
dashboards:experiment dashboarddata:model registrydata:metricsdocument:run report
EN
التسعير
free
عينات
بدائل لـ MLflow
Comet
ML experiment management platform with experiment tracking, model production monitoring, and LLM observability.
Neptune.ai
Metadata store for MLOps focused on experiment tracking and model registry. Built for teams running many production experiments.
Weights & Biases
MLOps platform for experiment tracking, model versioning, hyperparameter sweeps, and collaborative ML development used by top AI labs.
