LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.cfg
src/mml/__init__.py
src/mml/__main__.py
src/mml/cli.py
src/mml/template.env
src/mml/api/__init__.py
src/mml/configs/__init__.py
src/mml/configs/config_mml.yaml
src/mml/configs/arch/smp.yaml
src/mml/configs/arch/timm.yaml
src/mml/configs/augmentations/base_rand.yaml
src/mml/configs/augmentations/baseline256.yaml
src/mml/configs/augmentations/baseline512.yaml
src/mml/configs/augmentations/basic.yaml
src/mml/configs/augmentations/default.yaml
src/mml/configs/augmentations/kornia.yaml
src/mml/configs/augmentations/load_imagenet_aa.yaml
src/mml/configs/augmentations/no_norm.yaml
src/mml/configs/augmentations/none.yaml
src/mml/configs/augmentations/randaugment.yaml
src/mml/configs/augmentations/v2.yaml
src/mml/configs/callbacks/cutmix.yaml
src/mml/configs/callbacks/default.yaml
src/mml/configs/callbacks/early.yaml
src/mml/configs/callbacks/mixup.yaml
src/mml/configs/callbacks/none.yaml
src/mml/configs/callbacks/stats.yaml
src/mml/configs/callbacks/swa.yaml
src/mml/configs/compile/default.yaml
src/mml/configs/hpo/default.yaml
src/mml/configs/hpo/grid.yaml
src/mml/configs/hpo/sampler/grid.yaml
src/mml/configs/hpo/sampler/random.yaml
src/mml/configs/hpo/sampler/tpe.yaml
src/mml/configs/hydra/help/mml_help.yaml
src/mml/configs/hydra/hydra_logging/col_stdout.yaml
src/mml/configs/hydra/job_logging/col_stdout_and_file.yaml
src/mml/configs/hydra/job_logging/rich_stdout_and_file.yaml
src/mml/configs/hydra/job_logging/stdout_only.yaml
src/mml/configs/loaders/default.yaml
src/mml/configs/loaders/numpy.yaml
src/mml/configs/loaders/pillow.yaml
src/mml/configs/loaders/pillow_acc.yaml
src/mml/configs/loaders/scikit.yaml
src/mml/configs/loaders/torch.yaml
src/mml/configs/loaders/uni.yaml
src/mml/configs/logging/log.yaml
src/mml/configs/logging/exp_logger/tensorboard.yaml
src/mml/configs/logging/notifier/email.yaml
src/mml/configs/logging/notifier/none.yaml
src/mml/configs/logging/notifier/slack.yaml
src/mml/configs/logging/render/colorlog.yaml
src/mml/configs/logging/render/rich.yaml
src/mml/configs/loss/default.yaml
src/mml/configs/loss/cls/ce.yaml
src/mml/configs/loss/mlcls/bce.yaml
src/mml/configs/loss/mlcls/ce.yaml
src/mml/configs/loss/reg/huber.yaml
src/mml/configs/loss/seg/ce.yaml
src/mml/configs/loss/seg/dice.yaml
src/mml/configs/lr_scheduler/cosine.yaml
src/mml/configs/lr_scheduler/cosine_restart.yaml
src/mml/configs/lr_scheduler/exponential.yaml
src/mml/configs/lr_scheduler/none.yaml
src/mml/configs/lr_scheduler/one_cycle.yaml
src/mml/configs/lr_scheduler/plateau.yaml
src/mml/configs/lr_scheduler/step.yaml
src/mml/configs/metrics/default.yaml
src/mml/configs/metrics/cls/default.yaml
src/mml/configs/metrics/mlcls/default.yaml
src/mml/configs/metrics/reg/default.yaml
src/mml/configs/metrics/seg/default.yaml
src/mml/configs/mode/clean.yaml
src/mml/configs/mode/create.yaml
src/mml/configs/mode/downgrade.yaml
src/mml/configs/mode/info.yaml
src/mml/configs/mode/post.yaml
src/mml/configs/mode/pp.yaml
src/mml/configs/mode/predict.yaml
src/mml/configs/mode/test.yaml
src/mml/configs/mode/tl.yaml
src/mml/configs/mode/train.yaml
src/mml/configs/mode/upgrade.yaml
src/mml/configs/optimizer/adam.yaml
src/mml/configs/optimizer/sgd.yaml
src/mml/configs/preprocessing/default.yaml
src/mml/configs/preprocessing/example.yaml
src/mml/configs/preprocessing/none.yaml
src/mml/configs/preprocessing/size224.yaml
src/mml/configs/preprocessing/size256.yaml
src/mml/configs/preprocessing/size336.yaml
src/mml/configs/preprocessing/size384.yaml
src/mml/configs/preprocessing/size512.yaml
src/mml/configs/preprocessing/size528.yaml
src/mml/configs/remove/all.yaml
src/mml/configs/remove/none.yaml
src/mml/configs/reuse/current.yaml
src/mml/configs/reuse/none.yaml
src/mml/configs/sampling/full.yaml
src/mml/configs/search_space/example.yaml
src/mml/configs/search_space/none.yaml
src/mml/configs/sys/cluster.yaml
src/mml/configs/sys/local.yaml
src/mml/configs/tasks/_template.yaml
src/mml/configs/tasks/fake.yaml
src/mml/configs/tasks/none.yaml
src/mml/configs/tasks/pami_train_variants.yaml
src/mml/configs/trainer/default_trainer.yaml
src/mml/configs/tta/none.yaml
src/mml/configs/tta/rotate.yaml
src/mml/configs/tune/default.yaml
src/mml/core/__init__.py
src/mml/core/data_loading/__init__.py
src/mml/core/data_loading/file_manager.py
src/mml/core/data_loading/lightning_datamodule.py
src/mml/core/data_loading/modality_loaders.py
src/mml/core/data_loading/task_attributes.py
src/mml/core/data_loading/task_dataset.py
src/mml/core/data_loading/task_description.py
src/mml/core/data_loading/task_struct.py
src/mml/core/data_loading/utils.py
src/mml/core/data_loading/augmentations/__init__.py
src/mml/core/data_loading/augmentations/albumentations.py
src/mml/core/data_loading/augmentations/augmentation_module.py
src/mml/core/data_loading/augmentations/imagenet.json
src/mml/core/data_loading/augmentations/kornia.py
src/mml/core/data_loading/augmentations/mixup_cutmix.py
src/mml/core/data_loading/augmentations/torchvision.py
src/mml/core/data_preparation/__init__.py
src/mml/core/data_preparation/archive_extractors.py
src/mml/core/data_preparation/data_archive.py
src/mml/core/data_preparation/dset_creator.py
src/mml/core/data_preparation/fake_task.py
src/mml/core/data_preparation/registry.py
src/mml/core/data_preparation/task_creator.py
src/mml/core/data_preparation/utils.py
src/mml/core/models/__init__.py
src/mml/core/models/lightning_single_frame.py
src/mml/core/models/merger.py
src/mml/core/models/smp.py
src/mml/core/models/timm.py
src/mml/core/models/torch_base.py
src/mml/core/scripts/__init__.py
src/mml/core/scripts/callbacks.py
src/mml/core/scripts/decorators.py
src/mml/core/scripts/exceptions.py
src/mml/core/scripts/model_storage.py
src/mml/core/scripts/notifier.py
src/mml/core/scripts/pipeline_configuration.py
src/mml/core/scripts/utils.py
src/mml/core/scripts/schedulers/__init__.py
src/mml/core/scripts/schedulers/base_scheduler.py
src/mml/core/scripts/schedulers/clean_scheduler.py
src/mml/core/scripts/schedulers/create_scheduler.py
src/mml/core/scripts/schedulers/info_scheduler.py
src/mml/core/scripts/schedulers/postprocess_scheduler.py
src/mml/core/scripts/schedulers/preprocess_scheduler.py
src/mml/core/scripts/schedulers/train_scheduler.py
src/mml/core/scripts/schedulers/transfer_scheduler.py
src/mml/core/scripts/schedulers/upgrade_scheduler.py
src/mml/core/visualization/__init__.py
src/mml/core/visualization/cm.py
src/mml/core/visualization/logo.py
src/mml/core/visualization/mml_logo.txt
src/mml/core/visualization/predictions.py
src/mml/core/visualization/utils.py
src/mml/interactive/__init__.py
src/mml/interactive/loading.py
src/mml/interactive/planning.py
src/mml/testing/__init__.py
src/mml/testing/dummy_fake_model_storage.json
src/mml/testing/dummy_fake_pipeline.yaml
src/mml/testing/dummy_fake_preds.pt
src/mml/testing/dummy_meta_class.json
src/mml/testing/dummy_meta_seg.json
src/mml/testing/fixtures.py
src/mml_core.egg-info/PKG-INFO
src/mml_core.egg-info/SOURCES.txt
src/mml_core.egg-info/dependency_links.txt
src/mml_core.egg-info/entry_points.txt
src/mml_core.egg-info/not-zip-safe
src/mml_core.egg-info/requires.txt
src/mml_core.egg-info/top_level.txt