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39 lines
2.0 KiB
Markdown
39 lines
2.0 KiB
Markdown
---
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id: main
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title: What is ClearML?
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slug: /
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---
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ClearML is an open source platform that automates and simplifies developing and managing machine learning solutions
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for thousands of data science teams all over the world.
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It is designed as an end-to-end MLOps suite allowing you to focus on developing your ML code & automation,
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while ClearML ensures your work is reproducible and scalable.
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## What Can You Do with ClearML?
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- [Track and upload](../fundamentals/task.md) metrics and models with only 2 lines of code
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- [Reproduce](../webapp/webapp_exp_reproducing.md) experiments with 3 mouse clicks
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- [Create bots](../guides/services/slack_alerts.md) that send you Slack messages based on experiment behavior (for example,
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alert you whenever your model improves in accuracy)
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- Manage your [data](../clearml_data/clearml_data.md) - store, track, and version control
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- Remotely execute experiments on any compute resource you have available with [ClearML Agent](../clearml_agent.md)
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- Automatically scale cloud instances according to your resource needs with ClearML's [GPU Compute](../webapp/applications/apps_gpu_compute.md),
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[AWS Autoscaler](../webapp/applications/apps_aws_autoscaler.md), and [GCP Autoscaler](../webapp/applications/apps_gcp_autoscaler.md)
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GUI applications
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- Run [hyperparameter optimization](../fundamentals/hpo.md)
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- Build [pipelines](../pipelines/pipelines.md) from code
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- Much more!
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## Getting started on YouTube (Playlist)
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We also have a video series that can get you started, if you're more of a video type of person :)
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[](https://www.youtube.com/watch?v=s3k9ntmQmD4&list=PLMdIlCuMqSTnoC45ME5_JnsJX0zWqDdlO&index=1)
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## Who We Are
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ClearML is supported by you :heart: and the [clear.ml](https://clear.ml) team, which helps enterprise companies build scalable MLOps.
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Join the ClearML community! Your contributions, questions, and input are always welcome. For more information, see [Community Resources](../community.md).
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