This is the Linux app named ClearML whose latest release can be downloaded as PyPIv1.13.1-ClearML.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS
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ClearML
DESCRIPTION
ClearML is an open source platform that automates and simplifies developing and managing machine learning solutions for thousands of data science teams all over the world. It is designed as an end-to-end MLOps suite allowing you to focus on developing your ML code & automation, while ClearML ensures your work is reproducible and scalable. The ClearML Python Package for integrating ClearML into your existing scripts by adding just two lines of code, and optionally extending your experiments and other workflows with ClearML powerful and versatile set of classes and methods. The ClearML Server storing experiment, model, and workflow data, and supports the Web UI experiment manager, and ML-Ops automation for reproducibility and tuning. It is available as a hosted service and open source for you to deploy your own ClearML Server. The ClearML Agent for ML-Ops orchestration, experiment and workflow reproducibility, and scalability.
Features
- Track and upload metrics and models with only 2 lines of code
- Create a bot that sends you a Slack message whenever your model improves in accuracy
- Automatically scale AWS instances according to your resources needs
- Reproduce experiments with 3 mouse clicks
- Execution environment (including specific packages & versions)
- Explicit parameters dictionary
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/clearml.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
