Polyaxon

An enterprise-grade platform for agile, reproducible, and scalable machine learning

Polyaxon Overview

Reproduce, automate, and scale your data science workflows with production-grade MLOps tools.

• Gain more productivity and ship faster.
• Save costs and maximize your resources.
• Have more control over your data and models.
• Get better performance and accelerate your model development.

Expand All

Categories:
All
MLOps
Data
Data+MLOps

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: Filter and Search
Tracking: Live Monitoring
Tracking: Can Track Thousands of Experiments
Visualize: Compare and Evaluate Experiments
Collaboration: Role Based Access Controls
Collaboration: Deep Links Into Assets
Collaboration: Customizable Experiment Reporting

Model Deployment Sub-features:
Model serving
Integrates with CI/CD pipeline
Roll-back options
Optimizes Infrastructure Dynamically
Auto-scales Infrastructure
Supports Batch Inference
Supports Streaming Inference

Have you used Polyaxon?

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Additional Product Information

Product Links

Website

Pricing

Community

Deploys On

Amazon Web Services
Google Cloud Platform
Microsoft Azure
Other Public Cloud
Kubernetes
NVIDIA
Private Cloud or Datacenter
SaaS

Marketplace Links

Polyaxon on Microsoft Azure

Pricing:

Free Version

Paid Version

Polyaxon Vendor Information

Vendor Overview

Polyaxon aims to be an enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications. It includes an infrastructure, set of tools, proven algorithms, and industry models to enable your organization to innovate faster. Polyaxon is a platform-agnostic with no lock-in. You keep full ownership and control of sensitive data on-premise or in the cloud.