Machine Learning CI/CD using Github Actions and ClearML

Machine Learning CI/CD using Github Actions and ClearML

Nov 9, 2022

The video will give you an in-depth guide on how to set up 3 useful ClearML-based CI/CD actions. You can use them either on their own, together or use them as a baseline for a custom action you want to create. If you do, let us know, we'll be happy to showcase it!

You can find the code for the examples in our repository here:

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Pip Package / ClearML SDK:
ClearML Data:
ClearML Agent:
Supported libraries for automagical integration:

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0:00 Intro

0:13 Why use ClearML for CI/CD?

2:07 Task and workflow overview

5:27 Example 1: Stats in PR Comment

16:33 Example 2: Compare Models

20:08 Example 3: Remote Run Check

26:34 Outro

27:37 Jazz