clearml
Project Description
ClearML is a ML/DL development and production suite, it contains three main modules:
- Experiment Manager - Automagical experiment tracking, environments and results
- ML-Ops - Automation, Pipelines & Orchestration solution for ML/DL jobs (K8s / Cloud / bare-metal)
- Data-Management - Fully differentiable data management & version control solution on top of object-storage (S3/GS/Azure/NAS)
Instrumenting these components is the ClearML-server, see Self-Hosting & Free tier Hosting
Links
Download source code as [.zip file] [.tar.gz file]
Documentation: [README]