Merge pull request #37 from ruivieira/time-series-examples

Adapt AIX360 time-series book examples
trustyai-explainability · Sep 11, 2023 · 396305f · 396305f
2 parents 31a7d68 + 76ba946
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diff --git a/README.md b/README.md
@@ -21,6 +21,9 @@ Several example Jupyter notebooks are available.
   - [TSLime](examples/TSLime.ipynb)[^1]
   - [TSSaliency](examples/TSSaliency.ipynb)[^1]
   - [Time-series Individual Conditional Expectation (TSICE)](examples/TSICE.ipynb)[^1]
+  - Full examples
+    - [Energy load forecasting](examples/EnergyLoadForecasting.ipynb)[^1]
+    - [Engine fault detection](examples/EngineFaultDetection.ipynb)[^1]
 
 ### Fairness metrics
 

diff --git a/data/energy_dataset.csv.zip b/data/energy_dataset.csv.zip
diff --git a/examples/EnergyLoadForecasting.ipynb b/examples/EnergyLoadForecasting.ipynb
diff --git a/examples/EngineFaultDetection.ipynb b/examples/EngineFaultDetection.ipynb
diff --git a/examples/TSSaliency.ipynb b/examples/TSSaliency.ipynb
@@ -664,7 +664,6 @@
     }
    ],
    "source": [
-    "\n",
     "# plot tssaliency explanation for the test point\n",
     "explanation.plot(index=indx, cpos=class_pos)\n",
     "\n",