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Cnvrg.io

Industry-leading AI OS for machine learning

Cnvrg.io Overview

cnvrg.io delivers an AI OS built to actualize the AI-driven enterprise at scale. cnvrg.io is a compute-agnostic MLOps platform that offers a unified control plane to orchestrate all AI jobs and manage data science workflows at scale. Built by data scientists, for data scientists, cnvrg.io provides a code-first platform to manage, build and automate large-scale models in production. Built on Kubernetes, cnvrg.io is container based and integrates easily into existing IT and data science workflows.

Categories:
All
MLOps
Data
Data+MLOps

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: 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

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Additional Product Information

Product Links

Deploys On

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

Cnvrg Vendor Information

Vendor Overview

cnvrg.io is a full stack data science platform that helps teams manage models, and build auto-adaptive machine learning pipelines

Vendor Details

Website
https://cnvrg.io

Contact Email
hi@cnvrg.io

Year Founded
2016

HQ Location
Jerusalem, Yerushalayim, Israel

Ownership
Private

Vendor Links