ClearML

ClearML

Manage the entire machine learning and deep learning product life-cycle with a single integrated solution
ClearML Overview
ClearML is an open source suite of tools that automates preparing, executing, and analyzing machine learning experiments, allowing users to bring enterprise-grade data science tools to any ML project. The product integrates with 2 lines of code and users can deploy their first experiment in 2 minutes.

Product Links
Deploys On
  • Amazon Web Services
  • Google Cloud Platform
  • Microsoft Azure
  • Other Public Cloud
  • Kubernetes
  • Private Cloud or Datacenter
  • SaaS
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Learn More About ClearML
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ClearML: Your R&D on MLOps! From zero to hero in two lines of code
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Build/Buy, The Golden Ratio: How Theator Scaled Up its Continuous Training Framework
ClearML Details
Benefits
One open source suite of tools that automates preparing, executing, and analyzing machine learning experiments. Bring enterprise-grade data science tools to any ML project. Open source & best in class across the board. No other open source tool combines the breadth of features with ease of use that ClearML does.
Features
ClearML is simple enough to jump start a ML/DL project, and advanced enough for use by large DS teams at global technology leaders. Use ClearML as a complete solution for ML-Ops, or integrate single components into your existing ML software stack:

ClearML Experiment
A complete experiment management toolset. Keep track of parameters, jobs, artifacts, metrics, debug data, metadata, and log it all in one clear interface.

ClearML Orchestrate
The easiest way to manage scheduling and orchestration for GPU / CPU resources and to auto-scale on cloud & on-prem machines. Replicate your dev environment for training anywhere or develop on remote VMs.

ClearML Feature Store
Data analysis versioning & lineage for full reproducibility. Build and automate data pipelines for R&D and production. Rebalance, debias and mix & match datasets for fine grain control of your data.
ClearML Vendor Information
Vendor Overview
ClearML helps companies develop, deploy and manage machine & deep learning solutions. With ClearML, organizations bring to market and manage higher quality products, faster and more cost effectively. Our products are based on the Allegro Trains open source ML & DL experiment manager and ML-Ops package
Vendor Details
Year Founded
2016
Ownership
Private
ClearML Articles
ClearML

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