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salesforce · Jun 20, 2024 · e81e645 · e81e645
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Showing 7 changed files with 167 additions and 3 deletions.
diff --git a/latest/_sources/merlion.models.anomaly.rst.txt b/latest/_sources/merlion.models.anomaly.rst.txt
@@ -133,6 +133,13 @@ anomaly.lstm_ed
    :undoc-members:
    :show-inheritance:
 
+anomaly.lof
+^^^^^^^^^^^^^^^
+.. automodule:: merlion.models.anomaly.lof
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 anomaly.deep\_point\_anomaly\_detector
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 .. automodule:: merlion.models.anomaly.deep_point_anomaly_detector

diff --git a/latest/genindex.html b/latest/genindex.html
@@ -398,6 +398,8 @@ <h2 id="C">C</h2>
         <li><a href="merlion.models.anomaly.forecast_based.html#merlion.models.anomaly.forecast_based.sarima.SarimaDetector.config_class">(merlion.models.anomaly.forecast_based.sarima.SarimaDetector attribute)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.isolation_forest.IsolationForest.config_class">(merlion.models.anomaly.isolation_forest.IsolationForest attribute)</a>
+</li>
+        <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lof.LOF.config_class">(merlion.models.anomaly.lof.LOF attribute)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lstm_ed.LSTMED.config_class">(merlion.models.anomaly.lstm_ed.LSTMED attribute)</a>
 </li>
@@ -1242,14 +1244,14 @@ <h2 id="L">L</h2>
 </li>
       <li><a href="merlion.models.html#merlion.models.layers.LayeredModelConfig">LayeredModelConfig (class in merlion.models.layers)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="merlion.transform.html#merlion.transform.anomalize.LevelShift">LevelShift (class in merlion.transform.anomalize)</a>
 
       <ul>
         <li><a href="merlion.models.anomaly.change_point.html#merlion.models.anomaly.change_point.bocpd.ChangeKind.LevelShift">(merlion.models.anomaly.change_point.bocpd.ChangeKind attribute)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="merlion.models.forecast.html#merlion.models.forecast.trees.LGBMForecaster">LGBMForecaster (class in merlion.models.forecast.trees)</a>
 </li>
       <li><a href="merlion.models.forecast.html#merlion.models.forecast.trees.LGBMForecasterConfig">LGBMForecasterConfig (class in merlion.models.forecast.trees)</a>
@@ -1265,6 +1267,10 @@ <h2 id="L">L</h2>
       <li><a href="merlion.models.html#merlion.models.factory.ModelFactory.load_bytes">load_bytes() (merlion.models.factory.ModelFactory class method)</a>
 </li>
       <li><a href="ts_datasets.anomaly.html#ts_datasets.anomaly.NAB.load_labels">load_labels() (ts_datasets.anomaly.NAB static method)</a>
+</li>
+      <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lof.LOF">LOF (class in merlion.models.anomaly.lof)</a>
+</li>
+      <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lof.LOFConfig">LOFConfig (class in merlion.models.anomaly.lof)</a>
 </li>
       <li><a href="merlion.models.forecast.html#merlion.models.forecast.smoother.DeltaEstimator.loss_err">loss_err() (merlion.models.forecast.smoother.DeltaEstimator method)</a>
 </li>
@@ -1532,6 +1538,13 @@ <h2 id="M">M</h2>
 
       <ul>
         <li><a href="merlion.models.anomaly.html#module-merlion.models.anomaly.isolation_forest">module</a>
+</li>
+      </ul></li>
+      <li>
+    merlion.models.anomaly.lof
+
+      <ul>
+        <li><a href="merlion.models.anomaly.html#module-merlion.models.anomaly.lof">module</a>
 </li>
       </ul></li>
       <li>
@@ -2141,6 +2154,8 @@ <h2 id="M">M</h2>
         <li><a href="merlion.models.anomaly.forecast_based.html#module-merlion.models.anomaly.forecast_based.sarima">merlion.models.anomaly.forecast_based.sarima</a>
 </li>
         <li><a href="merlion.models.anomaly.html#module-merlion.models.anomaly.isolation_forest">merlion.models.anomaly.isolation_forest</a>
+</li>
+        <li><a href="merlion.models.anomaly.html#module-merlion.models.anomaly.lof">merlion.models.anomaly.lof</a>
 </li>
         <li><a href="merlion.models.anomaly.html#module-merlion.models.anomaly.lstm_ed">merlion.models.anomaly.lstm_ed</a>
 </li>
@@ -2699,6 +2714,8 @@ <h2 id="R">R</h2>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.deep_point_anomaly_detector.DeepPointAnomalyDetector.require_even_sampling">(merlion.models.anomaly.deep_point_anomaly_detector.DeepPointAnomalyDetector property)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.isolation_forest.IsolationForest.require_even_sampling">(merlion.models.anomaly.isolation_forest.IsolationForest property)</a>
+</li>
+        <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lof.LOF.require_even_sampling">(merlion.models.anomaly.lof.LOF property)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lstm_ed.LSTMED.require_even_sampling">(merlion.models.anomaly.lstm_ed.LSTMED property)</a>
 </li>
@@ -2751,6 +2768,8 @@ <h2 id="R">R</h2>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.deep_point_anomaly_detector.DeepPointAnomalyDetector.require_univariate">(merlion.models.anomaly.deep_point_anomaly_detector.DeepPointAnomalyDetector property)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.isolation_forest.IsolationForest.require_univariate">(merlion.models.anomaly.isolation_forest.IsolationForest property)</a>
+</li>
+        <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lof.LOF.require_univariate">(merlion.models.anomaly.lof.LOF property)</a>
 </li>
         <li><a href="merlion.models.anomaly.html#merlion.models.anomaly.lstm_ed.LSTMED.require_univariate">(merlion.models.anomaly.lstm_ed.LSTMED property)</a>
 </li>