feat: Add advanced quickstart example

.github/workflows/test-notebooks.yml

@@ -21,6 +21,7 @@ jobs:
         python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
         notebooks: # Add in alphabetical order
           - how-to-guides/hpo/notebooks/Neptune_HPO.ipynb
+          - how-to-guides/quickstart/notebooks/neptune_quickstart.ipynb
         os: ["${{ inputs.os }}"]
     steps:
       - uses: actions/checkout@main

.github/workflows/test-scripts.yml

@@ -21,6 +21,7 @@ jobs:
         python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
         scripts: # Add in alphabetical order
           - how-to-guides/hpo/scripts
+          - how-to-guides/quickstart/scripts
         os: ["${{ inputs.os }}"]
     steps:
       - uses: actions/checkout@main

.pre-commit-config.yaml

@@ -15,18 +15,18 @@ repos:
       - id: trailing-whitespace
         args: [--markdown-linebreak-ext=md]
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.0
+    rev: 0.8.1
     hooks:
       - id: nbstripout
         args:
           - --drop-empty-cells --extra-keys "cell.metadata.colab cell.metadata.id cell.metadata.outputId cell.metadata.pycharm metadata.kernelspec metadata.vscode"
   - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
+    rev: 6.0.1
     hooks:
       - id: isort
         args: ["--profile", "black"]
   - repo: https://github.com/psf/black
-    rev: 24.10.0
+    rev: 25.1.0
     hooks:
       - id: black
         args:

README.md

@@ -14,17 +14,9 @@ With Neptune, you can monitor thousands of per-layer metrics—losses, gradients
 
 This repo contains tutorials and examples of how to use Neptune.
 
-### First steps
-
-|                          | Docs                         | Neptune                                 |
-| ------------------------ | ---------------------------- | --------------------------------------- |
-| Quickstart               | [![docs-icon]][quickstart]   |                                         |
-| Analyze runs             | [![docs-icon]][analyze-runs] | [![neptune-icon]][analyze-runs-example] |
-
-### How-to guides
-
 |                                 | Docs                         | Neptune                                 | GitHub                         | Colab                      |
 | ------------------------------- | ---------------------------- | --------------------------------------- | ------------------------------ | -------------------------- |
+| Quickstart                      | [![docs-icon]][quickstart]   | [![neptune-icon]][quickstart-example]   | [![github-icon]][qs-notebook]  | [![colab-icon]][qs-colab]  |
 | Log different types of metadata | [![docs-icon]][log-metadata] | [![neptune-icon]][log-metadata-example] |                                |                            |
 | Organize and filter runs        | [![docs-icon]][runs-table]   | [![neptune-icon]][runs-table-example]   |                                |                            |
 | Resume run or other object      | [![docs-icon]][resume-run]   |                                         |                                |                            |
@@ -48,19 +40,20 @@ This repo contains tutorials and examples of how to use Neptune.
 [from-wandb-code]: utils/migration_tools/from_wandb/
 [hpo-notebook]: how-to-guides/hpo/notebooks/Neptune_HPO.ipynb
 [hpo-colab]: https://colab.research.google.com/github/neptune-ai/scale-examples/blob/master/how-to-guides/hpo/notebooks/Neptune_HPO.ipynb
+[qs-notebook]: how-to-guides/quickstart/notebooks/neptune_quickstart.ipynb
+[qs-colab]: https://colab.research.google.com/github/neptune-ai/scale-examples/blob/master/how-to-guides/quickstart/notebooks/neptune_quickstart.ipynb
 
 <!-- External -->
 [blog]: https://neptune.ai/blog
 [docs]: https://docs.neptune.ai/
-[analyze-runs]: https://docs.neptune.ai/analyze_runs
-[analyze-runs-example]: https://scale.neptune.ai/o/examples/org/LLM-Pretraining/runs/compare?viewId=standard-view&detailsTab=dashboard&dash=dashboard&dashboardId=9e745b6c-2c98-4e23-abbc-9b56d8123fb8&type=run&compare=auto-3
 [from-legacy]: https://docs.neptune.ai/migration_neptune
 [from-wandb]: https://docs.neptune.ai/migration_wandb
 [hpo]: https://docs.neptune.ai/hpo_tutorial
 [hpo-example]: https://scale.neptune.ai/o/examples/org/hpo/runs/table?viewId=9d44261f-32a1-42e7-96ff-9b35edc4be66
 [log-metadata]: https://docs.neptune.ai/log_metadata
 [log-metadata-example]: https://scale.neptune.ai/o/examples/org/LLM-Pretraining/runs/details?viewId=9e6a41f4-69a5-4d9f-951c-b1304f2acf12&detailsTab=dashboard&dashboardId=9e6a5c4c-0c39-491f-9811-87eeb39a2603&runIdentificationKey=LLM-29&type=run&compare=uMlyIDUTmecveIHVma0eEB95Ei5xu8F_9qHOh0nynbtM
 [quickstart]: https://docs.neptune.ai/quickstart
+[quickstart-example]: https://scale.neptune.ai/examples/quickstart/reports/9ea26258-2aed-4441-9b58-bab619215f6f
 [resume-run]: https://docs.neptune.ai/resume_run
 [runs-table]: https://docs.neptune.ai/runs_table
 [runs-table-example]: https://scale.neptune.ai/o/examples/org/LLM-Pretraining/runs/table?viewId=9e746462-f045-4ff2-9ac4-e41fa349b04d&detailsTab=dashboard&dash=table&type=run&compare=auto-5