CN-DPM
Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."
파일 탐색기
최종 버전 다운로드 (.zip)- __init__.py
- classifier.py
- component.py
- vae.py
- cifar10-cndpm.yaml
- cifar10-iid_offline.yaml
- cifar10-iid_online.yaml
- cifar10-reservoir.yaml
- cifar100-cndpm.yaml
- cifar100-iid_offline.yaml
- cifar100-iid_online.yaml
- cifar100-reservoir.yaml
- mnist-cndpm.yaml
- mnist-iid_offline.yaml
- mnist-iid_online.yaml
- mnist-reservoir.yaml
- mnist_gen-cndpm.yaml
- mnist_gen-iid_offline.yaml
- mnist_gen-iid_online.yaml
- mnist_gen-reservoir.yaml
- mnist_svhn-cndpm.yaml
- mnist_svhn-iid_offline.yaml
- mnist_svhn-iid_online.yaml
- mnist_svhn-reservoir.yaml
- task_based-mlp_sharing_classifier-mlp_sharing_vae-mnist.yaml
- cifar10-iid-100epochs.yaml
- cifar10-iid-online.yaml
- cifar10-split-0.2epoch.yaml
- cifar10-split-10epochs.yaml
- cifar10-split-10replays.yaml
- cifar10-split-online.yaml
- cifar100-iid-100epochs.yaml
- cifar100-iid-online.yaml
- cifar100-split-10epochs.yaml
- cifar100-split-10replays.yaml
- cifar100-split-online.yaml
- mnist-fuzzy_split-online.yaml
- mnist-iid-100epochs.yaml
- mnist-iid-online.yaml
- mnist-split-10epochs.yaml
- mnist-split-10replays.yaml
- mnist-split-online.yaml
- mnist_svhn-iid-10epochs.yaml
- mnist_svhn-iid-online.yaml
- mnist_svhn-online.yaml
- cifar100.svg
- cifar10_gss.svg
- cndpm.png
- __init__.py
- base.py
- ndpm_model.py
- reservoir_model.py
- singleton_model.py
- __init__.py
- expert.py
- ndpm.py
- priors.py
- summaries.py
- .gitignore
- data.py
- LICENSE
- loss.py
- main.py
- README.md
- requirements.txt
- train.py
- utils.py
# 설치 가이드
1. 코드 내려받기
git clone https://github.com/soochan-lee/CN-DPM
깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.
cd CN-DPM
방금 내려받은 프로젝트 폴더 안으로 이동합니다.
// repository documentation
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