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[목표] https://github.com/ZichenMiao/CL_Atom_Swapping 모델을 이용한 학습 구현
1. custom models 만들기 (구현 참고: https://avalanche-api.continualai.org/en/v0.1.0/_modules/avalanche/models/pnn.html#PNN)
2. custom strat…
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Hello to you all,
I am trying to use contrastive functions with avalanche and it's very important to include diverse classes in each minibatch as well as multiple samples per class (for similarity an…
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[link to the paper](https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17073)
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I ran the "Comprehensive Example" [https://avalanche.continualai.org/from-zero-to-hero-tutorial/07_putting-all-together#a-comprehensive-example](url), and the example produce different accuracy result…
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Running experiments as described in README, an error f…
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I think we should update the typing in function signatures such as https://github.com/ContinualAI/avalanche/blob/master/avalanche/training/templates/base.py#L74 requiring specific experiences to be mo…
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입력해주는 파라미터 값에 따라 적절한 함수 호출을 위한 작업!
- parser에 model 이름을 적어주고, 해당 모델을 호출하도록 (if/else가 아닌 모든 경우의 수에 대응 가능하게 끔)
- parser에 사용하는 plugin 이름을 적어주고, 해당 plugin을 사용가능하도록! (마찬가지로 모든 경우의 수에 대응가능 하도록.) - 이때는 각…
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- [x] lr 스케쥴러, plugin 사용 추가
- [x] hyper param update - 새로운 스크립트 제작
- [x] learning rate 분리 (pretrain network사용으로 classifier의 lr이 더 높게)
- [x] validation stream 파라미터 추가
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Hi, thanks for your contributions to the continual learning community. When I tried to use the avalanche, I encountered the following difficulties, and I am very grateful for your help.
🐛 **Describ…
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We need to check the bibitex contains entries we listed manually in the past and thought to be important: https://github.com/ContinualAI/wiki/blob/0bc778edeb428f98fec5f87c3fee9044d63d2858/research.rst