ClearML-Data
This video covers clearml-data tool, which is meant to help you version control, share and manage your different datasets. It integrates seamlessly in the existing clearml ecosystem, so a lot of terms will feel familiar!
💻 Get a server:
Get started by using our free tier servers: https://app.clear.ml
OR by hosting you own: https://github.com/allegroai/clearml-server
📄 Documentation on Fundamentals:
Get Started: https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps
Pip Package / ClearML SDK: https://clear.ml/docs/latest/docs/clearml_sdk
ClearML Data: https://clear.ml/docs/latest/docs/clearml_data/clearml_data
ClearML Agent: https://clear.ml/docs/latest/docs/clearml_agent
Supported libraries for automagical integration: https://clear.ml/docs/latest/docs/integrations/libraries
✨ Follow us and star us!
Github page: https://github.com/allegroai/clearml
Twitter: https://twitter.com/clearmlapp
Slack Channel: https://join.slack.com/t/allegroai-trains/shared_invite/zt-c0t13pty-aVUZZW1TSSSg2vyIGVPBhg
LinkedIn: https://www.linkedin.com/company/clearml
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Music from Youtube Audio Library: https://www.youtube.com/watch
Chapters:
0:00 Intro
0:44 Installing
0:59 Creating a dataset with CLI
1:48 Creating a dataset with SDK
2:53 UI 1
3:37 Getting a dataset CLI
4:24 Getting a dataset SDK
5:30 New dataset version SDK
6:49 New dataset version CLI
7:18 UI 2
7:52 Outro