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ContinualAI
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Synaptic intelligence `avalanche/training/plugins/synaptic_intelligence.py` currently has the following warning ``` warnings.warn("The Synaptic Intelligence plugin is in an alpha stage " "and is not perfectly aligned with the paper " "implementation. Please...
Fixing some errors with the current artifacts integration.
We should: - [x] Expand category-level classification support. - [x] Add CORe50 mini (32x32) - [ ] Test set split in experiences option - [ ] Document the dataset and...
🐛 **Describe the bug** A clear and concise description of what the bug is. I tried avalanche using sample code from your GitHub and tutorials. I tried to implement Omniglot...
It would be nice to have a plugin that allows to concatenate to each input pattern a task descriptor. The task descriptor may be a simple one-hot task vector or...
There is something weird going on. Every time the ContinualAI-bot makes a commit to this repo, it also changes files that have already been updated ([example](https://github.com/ContinualAI/avalanche/commit/3b4d8b3bd8dc7abcd8676632ded3343ba6c89d21)). maybe the github actions...
Add (Diaz-Rodriguez, 2018) metrics (A, MS, SSS, CE, CLscore, CLstability)
Hi, Similar to the class confusion matrix available, is there a **task confusion matrix also available**? This would be useful to actually assess BWT and other metrics, since every task's...
For the moment, the nc_benchmark generator function allows for a nc_first_task option, which is good for pre-training in the class-incremental learning scenario. However, the same kind of option is not...
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Avalanche: an End-to-End Library for Continual Learning based on PyTorch.