├── .gitignore ├── LICENSE ├── README.md └── mdlt ├── assets └── teaser.gif ├── command_launchers.py ├── dataset ├── create_mdlt_datasets.py ├── datasets.py ├── fast_dataloader.py └── split │ ├── DomainNet.csv │ ├── OfficeHome.csv │ ├── PACS.csv │ ├── TerraIncognita.csv │ └── VLCS.csv ├── evaluate ├── eval_best_hparam.py └── eval_checkpoint.py ├── hparams_registry.py ├── learning ├── algorithms.py └── model_selection.py ├── models ├── __init__.py ├── networks.py └── wide_resnet.py ├── scripts ├── __init__.py ├── collect_results.py ├── download.py ├── list_top_hparams.py └── misc │ ├── domain_net_duplicates.txt │ └── vlcs_files.txt ├── sweep.py ├── sweep_synthetic.py ├── train.py └── utils ├── misc.py ├── query.py └── reporting.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/README.md -------------------------------------------------------------------------------- /mdlt/assets/teaser.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/assets/teaser.gif -------------------------------------------------------------------------------- /mdlt/command_launchers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/command_launchers.py -------------------------------------------------------------------------------- /mdlt/dataset/create_mdlt_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/create_mdlt_datasets.py -------------------------------------------------------------------------------- /mdlt/dataset/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/datasets.py -------------------------------------------------------------------------------- /mdlt/dataset/fast_dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/fast_dataloader.py -------------------------------------------------------------------------------- /mdlt/dataset/split/DomainNet.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/split/DomainNet.csv -------------------------------------------------------------------------------- /mdlt/dataset/split/OfficeHome.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/split/OfficeHome.csv -------------------------------------------------------------------------------- /mdlt/dataset/split/PACS.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/split/PACS.csv -------------------------------------------------------------------------------- /mdlt/dataset/split/TerraIncognita.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/split/TerraIncognita.csv -------------------------------------------------------------------------------- /mdlt/dataset/split/VLCS.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/dataset/split/VLCS.csv -------------------------------------------------------------------------------- /mdlt/evaluate/eval_best_hparam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/evaluate/eval_best_hparam.py -------------------------------------------------------------------------------- /mdlt/evaluate/eval_checkpoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/evaluate/eval_checkpoint.py -------------------------------------------------------------------------------- /mdlt/hparams_registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/hparams_registry.py -------------------------------------------------------------------------------- /mdlt/learning/algorithms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/learning/algorithms.py -------------------------------------------------------------------------------- /mdlt/learning/model_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/learning/model_selection.py -------------------------------------------------------------------------------- /mdlt/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mdlt/models/networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/models/networks.py -------------------------------------------------------------------------------- /mdlt/models/wide_resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/models/wide_resnet.py -------------------------------------------------------------------------------- /mdlt/scripts/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mdlt/scripts/collect_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/scripts/collect_results.py -------------------------------------------------------------------------------- /mdlt/scripts/download.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/scripts/download.py -------------------------------------------------------------------------------- /mdlt/scripts/list_top_hparams.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/scripts/list_top_hparams.py -------------------------------------------------------------------------------- /mdlt/scripts/misc/domain_net_duplicates.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/scripts/misc/domain_net_duplicates.txt -------------------------------------------------------------------------------- /mdlt/scripts/misc/vlcs_files.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/scripts/misc/vlcs_files.txt -------------------------------------------------------------------------------- /mdlt/sweep.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/sweep.py -------------------------------------------------------------------------------- /mdlt/sweep_synthetic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/sweep_synthetic.py -------------------------------------------------------------------------------- /mdlt/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/train.py -------------------------------------------------------------------------------- /mdlt/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/utils/misc.py -------------------------------------------------------------------------------- /mdlt/utils/query.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/utils/query.py -------------------------------------------------------------------------------- /mdlt/utils/reporting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YyzHarry/multi-domain-imbalance/HEAD/mdlt/utils/reporting.py --------------------------------------------------------------------------------