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>

mkdocs.yml

@@ -37,8 +37,9 @@ theme:
     - search.share
     - search.suggest
     - toc.follow
+    - toc.integrate
     - navigation.top
-    - navigation.expand
+    - navigation.tabs
     - navigation.footer
     - navigation.tracking
     - navigation.instant
@@ -143,16 +144,88 @@ nav:
       - Advanced Customization: usage/engine.md
   - Ultralytics HUB: hub.md
   - iOS and Android App: app.md
+
   - Reference:
-      - Engine:
-          - Model: reference/model.md
-          - Trainer: reference/base_trainer.md
-          - Validator: reference/base_val.md
-          - Predictor: reference/base_pred.md
-          - Exporter: reference/exporter.md
-          - Results: reference/results.md
-      - ultralytics.nn: reference/nn.md
-      - Operations: reference/ops.md
+    - hub:
+      - auth: reference/hub/auth.md
+      - session: reference/hub/session.md
+      - utils: reference/hub/utils.md
+    - nn:
+      - autobackend: reference/nn/autobackend.md
+      - autoshape: reference/nn/autoshape.md
+      - modules: reference/nn/modules.md
+      - tasks: reference/nn/tasks.md
+    - tracker:
+      - track: reference/tracker/track.md
+      - trackers:
+        - basetrack: reference/tracker/trackers/basetrack.md
+        - bot_sort: reference/tracker/trackers/bot_sort.md
+        - byte_tracker: reference/tracker/trackers/byte_tracker.md
+      - utils:
+        - gmc: reference/tracker/utils/gmc.md
+        - kalman_filter: reference/tracker/utils/kalman_filter.md
+        - matching: reference/tracker/utils/matching.md
+    - yolo:
+      - data:
+        - augment: reference/yolo/data/augment.md
+        - base: reference/yolo/data/base.md
+        - build: reference/yolo/data/build.md
+        - dataloaders:
+          - stream_loaders: reference/yolo/data/dataloaders/stream_loaders.md
+          - v5augmentations: reference/yolo/data/dataloaders/v5augmentations.md
+          - v5loader: reference/yolo/data/dataloaders/v5loader.md
+        - dataset: reference/yolo/data/dataset.md
+        - dataset_wrappers: reference/yolo/data/dataset_wrappers.md
+        - utils: reference/yolo/data/utils.md
+      - engine:
+        - exporter: reference/yolo/engine/exporter.md
+        - model: reference/yolo/engine/model.md
+        - predictor: reference/yolo/engine/predictor.md
+        - results: reference/yolo/engine/results.md
+        - trainer: reference/yolo/engine/trainer.md
+        - validator: reference/yolo/engine/validator.md
+      - utils:
+        - autobatch: reference/yolo/utils/autobatch.md
+        - benchmarks: reference/yolo/utils/benchmarks.md
+        - callbacks:
+          - base: reference/yolo/utils/callbacks/base.md
+          - clearml: reference/yolo/utils/callbacks/clearml.md
+          - comet: reference/yolo/utils/callbacks/comet.md
+          - hub: reference/yolo/utils/callbacks/hub.md
+          - mlflow: reference/yolo/utils/callbacks/mlflow.md
+          - raytune: reference/yolo/utils/callbacks/raytune.md
+          - tensorboard: reference/yolo/utils/callbacks/tensorboard.md
+          - wb: reference/yolo/utils/callbacks/wb.md
+        - checks: reference/yolo/utils/checks.md
+        - dist: reference/yolo/utils/dist.md
+        - downloads: reference/yolo/utils/downloads.md
+        - errors: reference/yolo/utils/errors.md
+        - files: reference/yolo/utils/files.md
+        - instance: reference/yolo/utils/instance.md
+        - loss: reference/yolo/utils/loss.md
+        - metrics: reference/yolo/utils/metrics.md
+        - ops: reference/yolo/utils/ops.md
+        - plotting: reference/yolo/utils/plotting.md
+        - tal: reference/yolo/utils/tal.md
+        - torch_utils: reference/yolo/utils/torch_utils.md
+      - v8:
+        - classify:
+          - predict: reference/yolo/v8/classify/predict.md
+          - train: reference/yolo/v8/classify/train.md
+          - val: reference/yolo/v8/classify/val.md
+        - detect:
+          - predict: reference/yolo/v8/detect/predict.md
+          - train: reference/yolo/v8/detect/train.md
+          - val: reference/yolo/v8/detect/val.md
+        - pose:
+          - predict: reference/yolo/v8/pose/predict.md
+          - train: reference/yolo/v8/pose/train.md
+          - val: reference/yolo/v8/pose/val.md
+        - segment:
+          - predict: reference/yolo/v8/segment/predict.md
+          - train: reference/yolo/v8/segment/train.md
+          - val: reference/yolo/v8/segment/val.md
+
   - YOLOv5:
       - yolov5/index.md
       - Train Custom Data: yolov5/train_custom_data.md
@@ -171,5 +244,4 @@ nav:
       - Neural Magic's DeepSparse: yolov5/neural_magic.md
       - Comet Logging: yolov5/comet.md
       - Clearml Logging: yolov5/clearml.md
-
   - Security: SECURITY.md