ultralytics 8.0.136 refactor and simplify package (#3748)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>

docs/reference/models/sam/amg.md

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+## MaskData
+---
+### ::: ultralytics.models.sam.amg.MaskData
+<br><br>
+
+## is_box_near_crop_edge
+---
+### ::: ultralytics.models.sam.amg.is_box_near_crop_edge
+<br><br>
+
+## box_xyxy_to_xywh
+---
+### ::: ultralytics.models.sam.amg.box_xyxy_to_xywh
+<br><br>
+
+## batch_iterator
+---
+### ::: ultralytics.models.sam.amg.batch_iterator
+<br><br>
+
+## mask_to_rle_pytorch
+---
+### ::: ultralytics.models.sam.amg.mask_to_rle_pytorch
+<br><br>
+
+## rle_to_mask
+---
+### ::: ultralytics.models.sam.amg.rle_to_mask
+<br><br>
+
+## area_from_rle
+---
+### ::: ultralytics.models.sam.amg.area_from_rle
+<br><br>
+
+## calculate_stability_score
+---
+### ::: ultralytics.models.sam.amg.calculate_stability_score
+<br><br>
+
+## build_point_grid
+---
+### ::: ultralytics.models.sam.amg.build_point_grid
+<br><br>
+
+## build_all_layer_point_grids
+---
+### ::: ultralytics.models.sam.amg.build_all_layer_point_grids
+<br><br>
+
+## generate_crop_boxes
+---
+### ::: ultralytics.models.sam.amg.generate_crop_boxes
+<br><br>
+
+## uncrop_boxes_xyxy
+---
+### ::: ultralytics.models.sam.amg.uncrop_boxes_xyxy
+<br><br>
+
+## uncrop_points
+---
+### ::: ultralytics.models.sam.amg.uncrop_points
+<br><br>
+
+## uncrop_masks
+---
+### ::: ultralytics.models.sam.amg.uncrop_masks
+<br><br>
+
+## remove_small_regions
+---
+### ::: ultralytics.models.sam.amg.remove_small_regions
+<br><br>
+
+## coco_encode_rle
+---
+### ::: ultralytics.models.sam.amg.coco_encode_rle
+<br><br>
+
+## batched_mask_to_box
+---
+### ::: ultralytics.models.sam.amg.batched_mask_to_box
+<br><br>

docs/reference/models/sam/build.md

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+## build_sam_vit_h
+---
+### ::: ultralytics.models.sam.build.build_sam_vit_h
+<br><br>
+
+## build_sam_vit_l
+---
+### ::: ultralytics.models.sam.build.build_sam_vit_l
+<br><br>
+
+## build_sam_vit_b
+---
+### ::: ultralytics.models.sam.build.build_sam_vit_b
+<br><br>
+
+## build_mobile_sam
+---
+### ::: ultralytics.models.sam.build.build_mobile_sam
+<br><br>
+
+## _build_sam
+---
+### ::: ultralytics.models.sam.build._build_sam
+<br><br>
+
+## build_sam
+---
+### ::: ultralytics.models.sam.build.build_sam
+<br><br>

docs/reference/models/sam/model.md

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+## SAM
+---
+### ::: ultralytics.models.sam.model.SAM
+<br><br>

docs/reference/models/sam/modules/decoders.md

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+## MaskDecoder
+---
+### ::: ultralytics.models.sam.modules.decoders.MaskDecoder
+<br><br>
+
+## MLP
+---
+### ::: ultralytics.models.sam.modules.decoders.MLP
+<br><br>

docs/reference/models/sam/modules/encoders.md

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+## ImageEncoderViT
+---
+### ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
+<br><br>
+
+## PromptEncoder
+---
+### ::: ultralytics.models.sam.modules.encoders.PromptEncoder
+<br><br>
+
+## PositionEmbeddingRandom
+---
+### ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
+<br><br>
+
+## Block
+---
+### ::: ultralytics.models.sam.modules.encoders.Block
+<br><br>
+
+## Attention
+---
+### ::: ultralytics.models.sam.modules.encoders.Attention
+<br><br>
+
+## PatchEmbed
+---
+### ::: ultralytics.models.sam.modules.encoders.PatchEmbed
+<br><br>
+
+## window_partition
+---
+### ::: ultralytics.models.sam.modules.encoders.window_partition
+<br><br>
+
+## window_unpartition
+---
+### ::: ultralytics.models.sam.modules.encoders.window_unpartition
+<br><br>
+
+## get_rel_pos
+---
+### ::: ultralytics.models.sam.modules.encoders.get_rel_pos
+<br><br>
+
+## add_decomposed_rel_pos
+---
+### ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos
+<br><br>

docs/reference/models/sam/modules/sam.md

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+## Sam
+---
+### ::: ultralytics.models.sam.modules.sam.Sam
+<br><br>

docs/reference/models/sam/modules/tiny_encoder.md

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+## Conv2d_BN
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
+<br><br>
+
+## PatchEmbed
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
+<br><br>
+
+## MBConv
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
+<br><br>
+
+## PatchMerging
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
+<br><br>
+
+## ConvLayer
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
+<br><br>
+
+## Mlp
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
+<br><br>
+
+## Attention
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.Attention
+<br><br>
+
+## TinyViTBlock
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
+<br><br>
+
+## BasicLayer
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
+<br><br>
+
+## LayerNorm2d
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
+<br><br>
+
+## TinyViT
+---
+### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
+<br><br>

docs/reference/models/sam/modules/transformer.md

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+## TwoWayTransformer
+---
+### ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
+<br><br>
+
+## TwoWayAttentionBlock
+---
+### ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
+<br><br>
+
+## Attention
+---
+### ::: ultralytics.models.sam.modules.transformer.Attention
+<br><br>

docs/reference/models/sam/predict.md

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+## Predictor
+---
+### ::: ultralytics.models.sam.predict.Predictor
+<br><br>