cnvrg.io

What is cnvrg.io?

cnvrg.io is a comprehensive, end-to-end data science platform that streamlines the entire machine learning (ML) lifecycle, from research to production. Designed by data scientists for data scientists, this code-first platform offers unrivaled flexibility, allowing enterprises to run it on-premise or in the cloud

Highlights

• Advanced Model Management and MLOps: Empowers teams to track data science models through charts and graphs, and store models, metadata, parameters, code versions, and metrics in a centralized repository
• Collaborative Workspace: Provides a collaborative online environment where team members can build and share ML pipelines, optimize data using built-in hyperparameter search, and receive real-time alerts for underperforming AI models
• Broad Integration Capabilities: Seamlessly integrates with a wide range of third-party data science tools and frameworks, including TensorFlow, PyTorch, Julia, Caffe, MySQL, Google Cloud Storage, Snowflake, and Microsoft Azure
• Flexible Data Handling: Enables users to create custom queries and subsets for original datasets, and organize them using tagging, automated versioning, and querying capabilities.