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Neptune

Metadata store for MLOps, built for research and production teams that run a lot of experiments
Neptune Overview
Feel in control of your models and experiments by having all metadata organized in a single place.
Focus on ML, leave metadata bookkeeping to Neptune.
  • System-wide Features:
  • Teamwork and Collaboration
  • Enterprise Security
  • Governance
  • Enterprise Support
  • MLOps Features:
  • Data Acquisition
  • Data Versioning
  • Data Visualization
  • Data Preparation
  • Data Pipelines
  • Data Labeling
  • AutoML
  • Featurization
  • Feature Store
  • ML Pipelines or Workflows
  • Model Registry
  • Model Marketplace
  • Model Training
  • Distributed Model Training
  • Model Debugging
  • Experiment Management
  • Deep Learning Support
  • Reinforcement Learning Support
  • Bias Detection and Mitigation
  • Model Explainability
  • Hyperparameter Optimization
  • Model Packaging
  • Model Deployment and Serving
  • Edge ML Support
  • Model Monitoring
  • Cost Management
  • ML Infrastructure Orchestration
  • Accelerator Support
  • Kubernetes Support
  • Experiment Management Sub-features:
  • Log: Data
  • Log: Code
  • Log: Parameters
  • Log: Metrics and Losses
  • Log: Descriptions
  • Log: Rich Media
  • Log: Hardware Consumption
  • Log: System Information
  • Log: Environment Configuration
  • Log: Files
  • Tracking: Organize Experiments
  • Tracking: Live Monitoring
  • Tracking: Can Track Thousands of Experiments
  • Visualize: Compare and Evaluate Experiments
  • Collaboration: Role Based Access Controls
  • Collaboration: Customizable Experiment Reporting
  • Data Types Handled:
  • Text
  • Documents
  • Images
  • Video
  • Audio
  • 3D point cloud
  • AR and VR
  • Geospatial

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Additional Product Information
Deploys On
  • Amazon Web Services
  • Google Cloud Platform
  • Microsoft Azure
  • Other Public Cloud
  • Kubernetes
  • NVIDIA
  • Private Cloud or Datacenter
  • SaaS
Pricing:
Free Version
Paid Version
Neptune Vendor Information
Vendor Overview
Neptune is a metadata store for experiment tracking and model registry. It allows you to log, store, query, display, organize, and compare all your model metadata in a single place.
Vendor Details
Year Founded
2017
HQ Location
Warsaw, Mazowieckie, Poland
Ownership
Private
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