clearml

clearml

2019
Apache 2.0

PyPI version shields.io

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]