LICENSE
README.md
setup.py
ultimate-utils-proj-src/ultimate_utils.egg-info/PKG-INFO
ultimate-utils-proj-src/ultimate_utils.egg-info/SOURCES.txt
ultimate-utils-proj-src/ultimate_utils.egg-info/dependency_links.txt
ultimate-utils-proj-src/ultimate_utils.egg-info/requires.txt
ultimate-utils-proj-src/ultimate_utils.egg-info/top_level.txt
ultimate-utils-proj-src/uutils/__init__.py
ultimate-utils-proj-src/uutils/emailing.py
ultimate-utils-proj-src/uutils/logger.py
ultimate-utils-proj-src/uutils/stats_collector_mit.py
ultimate-utils-proj-src/uutils/argparse_uu/__init__.py
ultimate-utils-proj-src/uutils/argparse_uu/args_tinfer.py
ultimate-utils-proj-src/uutils/argparse_uu/common.py
ultimate-utils-proj-src/uutils/argparse_uu/meta_learning.py
ultimate-utils-proj-src/uutils/argparse_uu/supervised_learning.py
ultimate-utils-proj-src/uutils/logging_uu/__init__.py
ultimate-utils-proj-src/uutils/logging_uu/wandb_logging/__init__.py
ultimate-utils-proj-src/uutils/logging_uu/wandb_logging/common.py
ultimate-utils-proj-src/uutils/logging_uu/wandb_logging/meta_learning.py
ultimate-utils-proj-src/uutils/logging_uu/wandb_logging/supervised_learning.py
ultimate-utils-proj-src/uutils/plot/__init__.py
ultimate-utils-proj-src/uutils/plot/image_visualization.py
ultimate-utils-proj-src/uutils/torch_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/distributed.py
ultimate-utils-proj-src/uutils/torch_uu/mit_trainer_code.py
ultimate-utils-proj-src/uutils/torch_uu/tensorboard.py
ultimate-utils-proj-src/uutils/torch_uu/agents/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/agents/common.py
ultimate-utils-proj-src/uutils/torch_uu/agents/supervised_learning.py
ultimate-utils-proj-src/uutils/torch_uu/agents/synth_agents.py
ultimate-utils-proj-src/uutils/torch_uu/agents/tactic_predictor_tactician_agent.py
ultimate-utils-proj-src/uutils/torch_uu/checkpointing_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/checkpointing_uu/meta_learning.py
ultimate-utils-proj-src/uutils/torch_uu/checkpointing_uu/supervised_learning.py
ultimate-utils-proj-src/uutils/torch_uu/data_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/data_uu/hf_uu_data_preprocessing.py
ultimate-utils-proj-src/uutils/torch_uu/data_uu/hf_uu_dataset.py
ultimate-utils-proj-src/uutils/torch_uu/data_uu/hf_uu_tokenizer.py
ultimate-utils-proj-src/uutils/torch_uu/data_uu/hf_uu_trainer.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/cifar100.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/cifar100fs_fc100.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/common.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/data_loader_cifar.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/download_coqgym_dataset.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/download_miniimagenet.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/helpers.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/indexable_l2l_task_dataset.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_lstm_dataloader.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/miniimagenet_rfs.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/mnist.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/unzip_coqgym_dataset.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/common.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/dataset_based_few_shot_learning_l2l_loader.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/gaussian_1d_tasksets.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/gaussian_nd_tasksets.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/helpers.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/l2l_mini_imagenet_mi.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/l2l_ml_tasksets.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/l2l_to_torchmeta_dataloader.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/rfs_meta_learning_data_loaders.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/torchmeta_ml_dataloaders.py
ultimate-utils-proj-src/uutils/torch_uu/dataloaders/meta_learning/transforms_cfg_rfs.py
ultimate-utils-proj-src/uutils/torch_uu/dataset/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/dataset/rfs_mini_imagenet.py
ultimate-utils-proj-src/uutils/torch_uu/dgl_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/eval/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/eval/eval.py
ultimate-utils-proj-src/uutils/torch_uu/eval/my_eval_fewshot_rfs.py
ultimate-utils-proj-src/uutils/torch_uu/eval/my_meta_eval_rfs.py
ultimate-utils-proj-src/uutils/torch_uu/mains/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/mains/common.py
ultimate-utils-proj-src/uutils/torch_uu/mains/main_meta_learning.py
ultimate-utils-proj-src/uutils/torch_uu/mains/main_sl_with_ddp.py
ultimate-utils-proj-src/uutils/torch_uu/mains/main_synth.py
ultimate-utils-proj-src/uutils/torch_uu/mains/main_tree_nn.py
ultimate-utils-proj-src/uutils/torch_uu/meta_learners/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/meta_learners/maml_differentiable_optimizer.py
ultimate-utils-proj-src/uutils/torch_uu/meta_learners/maml_meta_learner.py
ultimate-utils-proj-src/uutils/torch_uu/meta_learners/meta_lstm_meta_learner.py
ultimate-utils-proj-src/uutils/torch_uu/meta_learners/pretrain_convergence.py
ultimate-utils-proj-src/uutils/torch_uu/metrics/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/metrics/confidence_intervals.py
ultimate-utils-proj-src/uutils/torch_uu/metrics/metrics.py
ultimate-utils-proj-src/uutils/torch_uu/models/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/models/custom_layers.py
ultimate-utils-proj-src/uutils/torch_uu/models/fullyconnected.py
ultimate-utils-proj-src/uutils/torch_uu/models/hbf.py
ultimate-utils-proj-src/uutils/torch_uu/models/kcnn.py
ultimate-utils-proj-src/uutils/torch_uu/models/l2l_models.py
ultimate-utils-proj-src/uutils/torch_uu/models/learner_from_opt_as_few_shot_paper.py
ultimate-utils-proj-src/uutils/torch_uu/models/mit_nn_models.py
ultimate-utils-proj-src/uutils/torch_uu/models/probe_networks.py
ultimate-utils-proj-src/uutils/torch_uu/models/resnet_rfs.py
ultimate-utils-proj-src/uutils/torch_uu/models/rfs_convnet.py
ultimate-utils-proj-src/uutils/torch_uu/models/spp.py
ultimate-utils-proj-src/uutils/torch_uu/models/hf_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/models/hf_uu/t5_uu.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/adafactor_uu.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/adam_uu.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/common.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/optimizers.py
ultimate-utils-proj-src/uutils/torch_uu/optim_uu/sgd_uu.py
ultimate-utils-proj-src/uutils/torch_uu/torch_geometric/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/training/__init__.py
ultimate-utils-proj-src/uutils/torch_uu/training/common.py
ultimate-utils-proj-src/uutils/torch_uu/training/meta_training.py
ultimate-utils-proj-src/uutils/torch_uu/training/supervised_learning.py