Quick Info
Neptune.ai is an MLOps metadata store designed to help machine learning teams track, compare, register, and share their ML experiments and models. It serves as a central hub for all ML model metadata, allowing data scientists and ML engineers to log metrics, parameters, code versions, and artifacts. The platform aims to streamline the MLOps lifecycle by providing tools for experiment tracking, model registry for versioning and managing models, and model monitoring capabilities. It supports various integrations with popular ML frameworks and tools, making it easier for teams to collaborate, reproduce results, and deploy models efficiently. Essentially, it helps manage the complexity of ML development from research to production.