LICENSE
README.md
setup.py
towhee/__init__.py
towhee.egg-info/PKG-INFO
towhee.egg-info/SOURCES.txt
towhee.egg-info/dependency_links.txt
towhee.egg-info/requires.txt
towhee.egg-info/top_level.txt
towhee/array/__init__.py
towhee/array/array.py
towhee/array/utils.py
towhee/cnn_trainer/__init__.py
towhee/cnn_trainer/cnn_trainer.py
towhee/cnn_trainer/trainer_callback.py
towhee/cnn_trainer/trainer_utils.py
towhee/cnn_trainer/training_args.py
towhee/cnn_trainer/utils/__init__.py
towhee/cnn_trainer/utils/logging.py
towhee/dag/__init__.py
towhee/dag/base_repr.py
towhee/dag/dataframe_repr.py
towhee/dag/graph_builder.py
towhee/dag/graph_repr.py
towhee/dag/operator_decorator.py
towhee/dag/operator_metaclass.py
towhee/dag/operator_repr.py
towhee/dag/pipeline_decorator.py
towhee/dag/utils.py
towhee/dag/variable_repr.py
towhee/dag/utils/__init__.py
towhee/dag/utils/callstack.py
towhee/data_source/__init__.py
towhee/dataframe/__init__.py
towhee/dataframe/dataframe.py
towhee/dataframe/variable.py
towhee/engine/__init__.py
towhee/engine/_operator_io.py
towhee/engine/_repr_to_ctx.py
towhee/engine/engine.py
towhee/engine/graph_context.py
towhee/engine/operator_context.py
towhee/engine/operator_loader.py
towhee/engine/operator_pool.py
towhee/engine/pipeline.py
towhee/engine/singleton.py
towhee/engine/task.py
towhee/engine/task_executor.py
towhee/engine/task_queue.py
towhee/engine/task_scheduler.py
towhee/models/__init__.py
towhee/models/layers/__init__.py
towhee/models/layers/aspp.py
towhee/models/layers/cond_conv2d.py
towhee/models/layers/conv2d_same.py
towhee/models/layers/convmlp.py
towhee/models/layers/dropblock2d.py
towhee/models/layers/droppath.py
towhee/models/layers/gatedmlp.py
towhee/models/layers/mixed_conv2d.py
towhee/models/layers/mlp.py
towhee/models/layers/multi_scale_attention.py
towhee/models/layers/multi_scale_transformer_block.py
towhee/models/layers/padding_functions.py
towhee/models/layers/pool_attention.py
towhee/models/layers/resnet_basic_3d_module.py
towhee/models/layers/sam.py
towhee/models/layers/sequence_pool.py
towhee/models/layers/spatial_temporal_cls_positional_encoding.py
towhee/models/layers/spp.py
towhee/models/layers/vision_transformer_basic_head.py
towhee/models/layers/weight_init.py
towhee/models/layers/activations/__init__.py
towhee/models/layers/activations/gelu.py
towhee/models/layers/activations/hardsigmoid.py
towhee/models/layers/activations/hardswish.py
towhee/models/layers/activations/mish.py
towhee/models/layers/activations/prelu.py
towhee/models/layers/activations/sigmoid.py
towhee/models/layers/activations/swish.py
towhee/models/layers/activations/tanh.py
towhee/models/swin_transformer/__init__.py
towhee/models/swin_transformer/basic_layer.py
towhee/models/swin_transformer/configs.py
towhee/models/swin_transformer/model.py
towhee/models/swin_transformer/patch_embed2d.py
towhee/models/swin_transformer/patch_merging.py
towhee/models/swin_transformer/swin_transformer_block.py
towhee/models/swin_transformer/utils.py
towhee/models/swin_transformer/window_attention.py
towhee/models/utils/__init__.py
towhee/models/utils/create_conv2d.py
towhee/models/utils/create_resnet_basic_3d_module.py
towhee/models/utils/general_utils.py
towhee/models/utils/init_vit_weights.py
towhee/models/utils/pretrained_utils.py
towhee/models/utils/round_width.py
towhee/operator/__init__.py
towhee/operator/base.py
towhee/operator/nop.py
towhee/tests/__init__.py
towhee/tests/array/__init__.py
towhee/tests/array/test_array.py
towhee/tests/cnn_trainer/__init__.py
towhee/tests/cnn_trainer/test_args.py
towhee/tests/cnn_trainer/test_callback.py
towhee/tests/cnn_trainer/test_cnn_trainer.py
towhee/tests/dag/__init__.py
towhee/tests/dag/test_repr.py
towhee/tests/dag/utils/__Init__.py
towhee/tests/dag/utils/__init__.py
towhee/tests/dag/utils/test_callstack.py
towhee/tests/dataframe/__init__.py
towhee/tests/dataframe/test_dataframe.py
towhee/tests/dataframe/test_operator_io.py
towhee/tests/emulated_pipelines/__init__.py
towhee/tests/emulated_pipelines/emulated_pipeline.py
towhee/tests/engine/__init__.py
towhee/tests/engine/test_engine.py
towhee/tests/engine/test_operator_context.py
towhee/tests/engine/test_operator_pool.py
towhee/tests/engine/test_pipeline.py
towhee/tests/engine/test_repr_to_ctxs.py
towhee/tests/engine/test_singleton.py
towhee/tests/engine/test_task.py
towhee/tests/engine/test_task_executor.py
towhee/tests/engine/test_task_scheduler.py
towhee/tests/hub/__init__.py
towhee/tests/hub/test_download.py
towhee/tests/mock_operators/__init__.py
towhee/tests/mock_operators/add_operator/__init__.py
towhee/tests/mock_operators/add_operator/add_operator.py
towhee/tests/mock_operators/cv2_decoder/__init__.py
towhee/tests/mock_operators/cv2_decoder/cv2_decoder.py
towhee/tests/mock_operators/cv2_decoder/test_cv2_decoder.py
towhee/tests/mock_operators/norm_data_operator/__init__.py
towhee/tests/mock_operators/norm_data_operator/norm_data_operator.py
towhee/tests/mock_operators/pytorch_cnn_operator/__init__.py
towhee/tests/mock_operators/pytorch_cnn_operator/pytorch_cnn_operator.py
towhee/tests/mock_operators/pytorch_image_classification_operator/__init__.py
towhee/tests/mock_operators/pytorch_image_classification_operator/pytorch_image_classification_operator.py
towhee/tests/mock_operators/pytorch_object_detection_operator/__init__.py
towhee/tests/mock_operators/pytorch_object_detection_operator/pytorch_object_detection_operator.py
towhee/tests/mock_operators/pytorch_transform_operator/__init__.py
towhee/tests/mock_operators/pytorch_transform_operator/pytorch_transform_operator.py
towhee/tests/mock_operators/pytorch_transformer_operator/__init__.py
towhee/tests/mock_operators/pytorch_transformer_operator/pytorch_transformer_operator.py
towhee/tests/mock_operators/repeat_operator/__init__.py
towhee/tests/mock_operators/repeat_operator/repeat_operator.py
towhee/tests/mock_operators/sub_operator/__init__.py
towhee/tests/mock_operators/sub_operator/sub_operator.py
towhee/tests/models/__init__.py
towhee/tests/models/layers/__init__.py
towhee/tests/models/layers/test_aspp.py
towhee/tests/models/layers/test_cond_conv2d.py
towhee/tests/models/layers/test_conv2d_same.py
towhee/tests/models/layers/test_convmlp.py
towhee/tests/models/layers/test_dropblock2d.py
towhee/tests/models/layers/test_droppath.py
towhee/tests/models/layers/test_gatedmlp.py
towhee/tests/models/layers/test_mixed_conv2d.py
towhee/tests/models/layers/test_mlp.py
towhee/tests/models/layers/test_multi_scale_attention.py
towhee/tests/models/layers/test_multi_scale_transformer_block.py
towhee/tests/models/layers/test_padding_functions.py
towhee/tests/models/layers/test_resnet_basic_3d_module.py
towhee/tests/models/layers/test_sam.py
towhee/tests/models/layers/test_sequence_pool.py
towhee/tests/models/layers/test_spatial_temporal_cls_positional_encoding.py
towhee/tests/models/layers/test_spp.py
towhee/tests/models/layers/test_vision_transformer_basic_head.py
towhee/tests/models/swin_transformer/__init__.py
towhee/tests/models/swin_transformer/test_swin_transformer.py
towhee/tests/operators/__init__.py
towhee/tests/operators/test_operator_base.py
towhee/tests/operators/test_pytorch_cnn_operator.py
towhee/tests/operators/test_pytorch_image_classification_operator.py
towhee/tests/operators/test_pytorch_object_detection_operator.py
towhee/tests/operators/test_pytorch_transform_operator.py
towhee/tests/operators/test_pytorch_transformer_operator.py
towhee/tests/operators/test_pytorch_transformer_vec_operator.py
towhee/tests/test_util/__init__.py
towhee/tests/test_util/dataframe_test_util.py
towhee/tests/trainer/__init__.py
towhee/tests/trainer/test_scheduler.py
towhee/tests/trainer/test_transformer.py
towhee/tests/trainer/test_vit_configs.py
towhee/tests/trainer/test_vit_pretrained.py
towhee/tests/utils/__init__.py
towhee/tests/utils/test_handler_mixin.py
towhee/trainer/__init__.py
towhee/trainer/scheduler.py
towhee/trainer/models/__init__.py
towhee/trainer/models/layers/__init__.py
towhee/trainer/models/layers/drop.py
towhee/trainer/models/layers/mlp.py
towhee/trainer/models/layers/weight_init.py
towhee/trainer/models/swin_transformer/__init__.py
towhee/trainer/models/swin_transformer/configs.py
towhee/trainer/models/swin_transformer/model.py
towhee/trainer/models/swin_transformer/utils.py
towhee/trainer/models/utils/__init__.py
towhee/trainer/models/utils/pretrained_utils.py
towhee/trainer/optimization/__init__.py
towhee/trainer/optimization/adafactor.py
towhee/trainer/optimization/adamw.py
towhee/utils/__init__.py
towhee/utils/handler_mixin.py
towhee/utils/hub_tools.py