Erik Arakelyan

Added Aim logging, integration and Demo

5

### Pull Request FAQ - [documentation](https://catalyst-team.github.io/catalyst/) - [contribution guide](https://github.com/catalyst-team/catalyst/blob/master/CONTRIBUTING.md) - [minimal examples section](https://github.com/catalyst-team/catalyst#minimal-examples) - [changelog](https://github.com/catalyst-team/catalyst/blob/master/CHANGELOG.md) for main framework updates - [Catalyst slack (#__questions channel)](https://join.slack.com/t/catalyst-team-core/shared_invite/zt-d9miirnn-z86oKDzFMKlMG4fgFdZafw) for issue discussion ## Description Added...

Integration with spacy !

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## 🚀 Feature I recently caught myself rummaging through a ton of logs after using spacy. It would be very nice if internally I had the option to track everything...

Example Not working!

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After installing DeepRts I cannot run the code as it is either missing dependencies or smth. like that. ``` AttributeError: 'DeepRTS.Engine.Config' object has no attribute 'set_start_wood' ```

Added Complete Experimentation Tracking.

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Added Complete Experimentation Tracking using Aim. Visualizations of trackables added to Readme. Now you can: 1) Track all the model hyperparameters and architectural choices used when creating the model. 2)...

Comparing Distributions accross various runs.

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## 🚀 Feature I would like to be able to compare tracked distributions across several runs in order to gain insights about training/inference dynamics. ### Motivation This feature can allow...

NBFNet Loading Issue.

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Hi! There is currently some bug in loading state dicts that contains `data.Graph`. For NBFNet, since these two attributes are static and can be computed from the dataset, you may...