ultralytics 8.0.79 expand Docs reference section (#2053)

Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Fri3dChicken <87434761+AmoghDhaliwal@users.noreply.github.com>

docs/reference/nn/autobackend.md

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+# AutoBackend
+---
+:::ultralytics.nn.autobackend.AutoBackend
+<br><br>
+
+# check_class_names
+---
+:::ultralytics.nn.autobackend.check_class_names
+<br><br>

docs/reference/nn/autoshape.md

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+# AutoShape
+---
+:::ultralytics.nn.autoshape.AutoShape
+<br><br>
+
+# Detections
+---
+:::ultralytics.nn.autoshape.Detections
+<br><br>

docs/reference/nn/modules.md

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+# Conv
+---
+:::ultralytics.nn.modules.Conv
+<br><br>
+
+# DWConv
+---
+:::ultralytics.nn.modules.DWConv
+<br><br>
+
+# DWConvTranspose2d
+---
+:::ultralytics.nn.modules.DWConvTranspose2d
+<br><br>
+
+# ConvTranspose
+---
+:::ultralytics.nn.modules.ConvTranspose
+<br><br>
+
+# DFL
+---
+:::ultralytics.nn.modules.DFL
+<br><br>
+
+# TransformerLayer
+---
+:::ultralytics.nn.modules.TransformerLayer
+<br><br>
+
+# TransformerBlock
+---
+:::ultralytics.nn.modules.TransformerBlock
+<br><br>
+
+# Bottleneck
+---
+:::ultralytics.nn.modules.Bottleneck
+<br><br>
+
+# BottleneckCSP
+---
+:::ultralytics.nn.modules.BottleneckCSP
+<br><br>
+
+# C3
+---
+:::ultralytics.nn.modules.C3
+<br><br>
+
+# C2
+---
+:::ultralytics.nn.modules.C2
+<br><br>
+
+# C2f
+---
+:::ultralytics.nn.modules.C2f
+<br><br>
+
+# ChannelAttention
+---
+:::ultralytics.nn.modules.ChannelAttention
+<br><br>
+
+# SpatialAttention
+---
+:::ultralytics.nn.modules.SpatialAttention
+<br><br>
+
+# CBAM
+---
+:::ultralytics.nn.modules.CBAM
+<br><br>
+
+# C1
+---
+:::ultralytics.nn.modules.C1
+<br><br>
+
+# C3x
+---
+:::ultralytics.nn.modules.C3x
+<br><br>
+
+# C3TR
+---
+:::ultralytics.nn.modules.C3TR
+<br><br>
+
+# C3Ghost
+---
+:::ultralytics.nn.modules.C3Ghost
+<br><br>
+
+# SPP
+---
+:::ultralytics.nn.modules.SPP
+<br><br>
+
+# SPPF
+---
+:::ultralytics.nn.modules.SPPF
+<br><br>
+
+# Focus
+---
+:::ultralytics.nn.modules.Focus
+<br><br>
+
+# GhostConv
+---
+:::ultralytics.nn.modules.GhostConv
+<br><br>
+
+# GhostBottleneck
+---
+:::ultralytics.nn.modules.GhostBottleneck
+<br><br>
+
+# Concat
+---
+:::ultralytics.nn.modules.Concat
+<br><br>
+
+# Proto
+---
+:::ultralytics.nn.modules.Proto
+<br><br>
+
+# Ensemble
+---
+:::ultralytics.nn.modules.Ensemble
+<br><br>
+
+# Detect
+---
+:::ultralytics.nn.modules.Detect
+<br><br>
+
+# Segment
+---
+:::ultralytics.nn.modules.Segment
+<br><br>
+
+# Pose
+---
+:::ultralytics.nn.modules.Pose
+<br><br>
+
+# Classify
+---
+:::ultralytics.nn.modules.Classify
+<br><br>
+
+# autopad
+---
+:::ultralytics.nn.modules.autopad
+<br><br>

docs/reference/nn/tasks.md

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+# BaseModel
+---
+:::ultralytics.nn.tasks.BaseModel
+<br><br>
+
+# DetectionModel
+---
+:::ultralytics.nn.tasks.DetectionModel
+<br><br>
+
+# SegmentationModel
+---
+:::ultralytics.nn.tasks.SegmentationModel
+<br><br>
+
+# PoseModel
+---
+:::ultralytics.nn.tasks.PoseModel
+<br><br>
+
+# ClassificationModel
+---
+:::ultralytics.nn.tasks.ClassificationModel
+<br><br>
+
+# torch_safe_load
+---
+:::ultralytics.nn.tasks.torch_safe_load
+<br><br>
+
+# attempt_load_weights
+---
+:::ultralytics.nn.tasks.attempt_load_weights
+<br><br>
+
+# attempt_load_one_weight
+---
+:::ultralytics.nn.tasks.attempt_load_one_weight
+<br><br>
+
+# parse_model
+---
+:::ultralytics.nn.tasks.parse_model
+<br><br>
+
+# yaml_model_load
+---
+:::ultralytics.nn.tasks.yaml_model_load
+<br><br>
+
+# guess_model_scale
+---
+:::ultralytics.nn.tasks.guess_model_scale
+<br><br>
+
+# guess_model_task
+---
+:::ultralytics.nn.tasks.guess_model_task
+<br><br>