feat: recreate report.ipynb + add report tutorial

- Recreate nbs/analysis/report.ipynb from report.py (source notebook
  was missing — code existed but couldn't be edited via nbdev)
- Add show_doc for Report, ComparisonReport, ReportMetricDelta
- Add inline tests for both classes
- Create nbs/tutorials/report.ipynb showing full compression workflow:
  benchmark → compress → benchmark again → ComparisonReport
- Add both notebooks to _quarto.yml sidebar

Author: nathanhubens

fasterbench/report.py

@@ -1,5 +1,3 @@
-"""Professional reporting for benchmark results"""
-
 # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/analysis/report.ipynb.
 
 # %% ../nbs/analysis/report.ipynb #b819eb00

nbs/_quarto.yml

@@ -35,6 +35,7 @@ website:
         contents:
         - tutorials/benchmark.ipynb
         - tutorials/profiling.ipynb
+        - tutorials/report.ipynb
       - section: Core
         contents:
         - core/core.ipynb
@@ -50,6 +51,7 @@ website:
         contents:
         - analysis/benchmark.ipynb
         - analysis/profiling.ipynb
+        - analysis/report.ipynb
         - section: Visualization
         contents:
         - visualization/plot.ipynb