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allegroai
2020-12-22 23:45:44 +02:00
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## Decoupling Data from Code - The Dataset Paradigm
<a href="https://app.community.clear.ml"><img src="https://github.com/allegroai/clearml/blob/master/docs/dataset_screenshots.gif?raw=true" width="80%"></a>
### The ultimate goal of `clearml-data` is to transform datasets into configuration parameters
Just like any other argument, the dataset argument should retrieve a full local copy of the
dataset to be used by the experiment.
@@ -136,4 +138,3 @@ in the differential snapshot (location / size / hash), is available in the Artif
This allows you to quickly compare two dataset contents and visually see the difference.
- The dataset genealogy DAG and change-set summary table is visualized in Results / Plots
<a href="https://app.community.clear.ml"><img src="https://github.com/allegroai/clearml/blob/master/docs/dataset_screenshots.gif?raw=true" width="80%"></a>