A ML-Ops platform that helps you collaborate and share your Machine Learning work

MLReef

Your Machine Learning life cycle in one platform

MLReef is an open source ML-Ops platform that helps you collaborate, reproduce and share your Machine Learning work

MLReef is a ML/DL development platform containing four main sections:

• Data-Management – Fully versioned data hosting and processing infrastructure
• Publishing code repositories – Containerized and versioned script repositories for immutable use in data pipelines
• Experiment Manager – Experiment tracking, environments and results
• ML-Ops – Pipelines & Orchestration solution for ML/DL jobs (K8s / Cloud / bare-metal)

Data Management

• Host your data using git / git LFS repositories.
  • Work concurrently on data
  • Fully versioned or LFS version control
  • Full view on data processing and visualization history
• Data set management (access, history, pipelines)

Publishing Code

Adding only parameter