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MLflow

MLOps Free

MLflow is the most widely used open-source platform for managing the end-to-end machine learning lifecycle. It provides experiment tracking, model registry, model serving, and project packaging in a single framework. Teams use MLflow to log parameters, metrics, and artefacts during training runs, compare experiments, and deploy models to REST endpoints. Integrates with all major ML frameworks and cloud platforms. With 17 million monthly downloads, MLflow is the de facto standard for ML experiment management.

💰 Pricing
Free
📂 Category
MLOps
🏷️ Tags
experiment tracking, model registry, open-source, ML lifecycle, model serving
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