Update gh-pages to output generated at c3d79ba

README.html

@@ -578,10 +578,38 @@ <h2>Forecasting Models<a class="headerlink" href="#forecasting-models" title="Pe
 <tr class="row-odd"><td><p><a class="reference external" href="https://unit8co.github.io/darts/generated_api/darts.models.forecasting.croston.html#darts.models.forecasting.croston.Croston">Croston</a> method</p></td>
 <td></td>
 <td><p>🟩 🟥</p></td>
-<td><p>🟥 🟥 🟥</p></td>
+<td><p>🟥 🟩 🟥</p></td>
 <td><p>🟥 🟥</p></td>
 <td><p>🟥</p></td>
 </tr>
+<tr class="row-even"><td><p><strong>Global Baseline Models</strong><span class="raw-html-m2r"><br/></span>(<a class="reference external" href="https://unit8co.github.io/darts/userguide/covariates.html#global-forecasting-models-gfms">GlobalForecastingModel</a>)</p></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference external" href="https://unit8co.github.io/darts/generated_api/darts.models.forecasting.global_baseline_models.html#darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate">GlobalNaiveAggregate</a></p></td>
+<td></td>
+<td><p>🟩 🟩</p></td>
+<td><p>🟥 🟥 🟥</p></td>
+<td><p>🟥 🟥</p></td>
+<td><p>🟩</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference external" href="https://unit8co.github.io/darts/generated_api/darts.models.forecasting.global_baseline_models.html#darts.models.forecasting.global_baseline_models.GlobalNaiveDrift">GlobalNaiveDrift</a></p></td>
+<td></td>
+<td><p>🟩 🟩</p></td>
+<td><p>🟥 🟥 🟥</p></td>
+<td><p>🟥 🟥</p></td>
+<td><p>🟩</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference external" href="https://unit8co.github.io/darts/generated_api/darts.models.forecasting.global_baseline_models.html#darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal">GlobalNaiveSeasonal</a></p></td>
+<td></td>
+<td><p>🟩 🟩</p></td>
+<td><p>🟥 🟥 🟥</p></td>
+<td><p>🟥 🟥</p></td>
+<td><p>🟩</p></td>
+</tr>
 <tr class="row-even"><td><p><strong>Regression Models</strong><span class="raw-html-m2r"><br/></span>(<a class="reference external" href="https://unit8co.github.io/darts/userguide/covariates.html#global-forecasting-models-gfms">GlobalForecastingModel</a>)</p></td>
 <td></td>
 <td></td>

_modules/darts/ad/aggregators/or_aggregator.html

@@ -174,7 +174,6 @@ <h1>Source code for darts.ad.aggregators.or_aggregator</h1><div class="highlight
 <span class="sd">is flagged as anomalous (logical OR).</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
-
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Sequence</span>
 
 <span class="kn">from</span> <span class="nn">darts</span> <span class="kn">import</span> <span class="n">TimeSeries</span>

_modules/darts/ad/anomaly_model/forecasting_am.html

@@ -389,7 +389,8 @@ <h1>Source code for darts.ad.anomaly_model.forecasting_am</h1><div class="highli
         <span class="n">series</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">TimeSeries</span><span class="p">],</span>
         <span class="n">name_covariates</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
     <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">TimeSeries</span><span class="p">]:</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convert `covariates` into Sequence, if not already, and checks if their length is equal to the one of `series`.</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convert `covariates` into Sequence, if not already, and checks if their length is equal to the one of</span>
+<span class="sd">        `series`.</span>
 
 <span class="sd">        Parameters</span>
 <span class="sd">        ----------</span>
@@ -683,7 +684,6 @@ <h1>Source code for darts.ad.anomaly_model.forecasting_am</h1><div class="highli
         <span class="n">start</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">Timestamp</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
         <span class="n">num_samples</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span>
     <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TimeSeries</span><span class="p">:</span>
-
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Compute the historical forecasts that would have been obtained by this model on the `series`.</span>
 
 <span class="sd">        `retrain` is set to False if possible (this is not supported by all models). If set to True, it will always</span>

_modules/darts/ad/detectors/quantile_detector.html

@@ -237,9 +237,7 @@ <h1>Source code for darts.ad.detectors.quantile_detector</h1><div class="highlig
             <span class="k">return</span> <span class="p">(</span>
                 <span class="n">q</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
                 <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span>
-                <span class="k">else</span> <span class="p">[</span><span class="n">q</span><span class="p">]</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">)</span>
-                <span class="k">else</span> <span class="n">q</span>
+                <span class="k">else</span> <span class="p">[</span><span class="n">q</span><span class="p">]</span> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">)</span> <span class="k">else</span> <span class="n">q</span>
             <span class="p">)</span>
 
         <span class="n">low</span> <span class="o">=</span> <span class="n">_prep_quantile</span><span class="p">(</span><span class="n">low_quantile</span><span class="p">)</span>

_modules/darts/ad/detectors/threshold_detector.html

@@ -230,9 +230,7 @@ <h1>Source code for darts.ad.detectors.threshold_detector</h1><div class="highli
             <span class="k">return</span> <span class="p">(</span>
                 <span class="n">q</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
                 <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span>
-                <span class="k">else</span> <span class="p">[</span><span class="n">q</span><span class="p">]</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">)</span>
-                <span class="k">else</span> <span class="n">q</span>
+                <span class="k">else</span> <span class="p">[</span><span class="n">q</span><span class="p">]</span> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">q</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">)</span> <span class="k">else</span> <span class="n">q</span>
             <span class="p">)</span>
 
         <span class="n">low</span> <span class="o">=</span> <span class="n">_prep_thresholds</span><span class="p">(</span><span class="n">low_threshold</span><span class="p">)</span>

_modules/darts/ad/scorers/scorers.html

@@ -695,7 +695,7 @@ <h1>Source code for darts.ad.scorers.scorers</h1><div class="highlight"><pre>
         <span class="n">_assert_same_length</span><span class="p">(</span><span class="n">list_actual_series</span><span class="p">,</span> <span class="n">list_pred_series</span><span class="p">)</span>
 
         <span class="n">anomaly_scores</span> <span class="o">=</span> <span class="p">[]</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">s1</span><span class="p">,</span> <span class="n">s2</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">list_actual_series</span><span class="p">,</span> <span class="n">list_pred_series</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">s1</span><span class="p">,</span> <span class="n">s2</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">list_actual_series</span><span class="p">,</span> <span class="n">list_pred_series</span><span class="p">):</span>
             <span class="n">_sanity_check_two_series</span><span class="p">(</span><span class="n">s1</span><span class="p">,</span> <span class="n">s2</span><span class="p">)</span>
             <span class="n">s1</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_assert_deterministic</span><span class="p">(</span><span class="n">s1</span><span class="p">,</span> <span class="s2">&quot;actual_series&quot;</span><span class="p">)</span>
             <span class="n">s2</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_assert_deterministic</span><span class="p">(</span><span class="n">s2</span><span class="p">,</span> <span class="s2">&quot;pred_series&quot;</span><span class="p">)</span>

_modules/darts/dataprocessing/pipeline.html

@@ -170,6 +170,7 @@ <h1>Source code for darts.dataprocessing.pipeline</h1><div class="highlight"><pr
 <span class="sd">Pipeline</span>
 <span class="sd">--------</span>
 <span class="sd">&quot;&quot;&quot;</span>
+
 <span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">deepcopy</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Iterator</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Union</span>
 

_modules/darts/dataprocessing/transformers/midas.html

@@ -170,6 +170,7 @@ <h1>Source code for darts.dataprocessing.transformers.midas</h1><div class="high
 <span class="sd">Mixed-data sampling (MIDAS) Transformer</span>
 <span class="sd">---------------------------------------</span>
 <span class="sd">&quot;&quot;&quot;</span>
+
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Mapping</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Union</span>
 
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

_modules/darts/dataprocessing/transformers/reconciliation.html

@@ -177,7 +177,6 @@ <h1>Source code for darts.dataprocessing.transformers.reconciliation</h1><div cl
 <span class="sd">It can be added to a ``TimeSeries`` using e.g., the :meth:`TimeSeries.with_hierarchy` method.</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
-
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Mapping</span><span class="p">,</span> <span class="n">Optional</span>
 
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

_modules/darts/dataprocessing/transformers/static_covariates_transformer.html

@@ -170,6 +170,7 @@ <h1>Source code for darts.dataprocessing.transformers.static_covariates_transfor
 <span class="sd">Static Covariates Transformer</span>
 <span class="sd">------</span>
 <span class="sd">&quot;&quot;&quot;</span>
+
 <span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">OrderedDict</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Tuple</span>
 

_modules/darts/dataprocessing/transformers/window_transformer.html

@@ -188,6 +188,7 @@ <h1>Source code for darts.dataprocessing.transformers.window_transformer</h1><di
         <span class="n">forecasting_safe</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
         <span class="n">keep_non_transformed</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
         <span class="n">include_current</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
+        <span class="n">keep_names</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
         <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;WindowTransformer&quot;</span><span class="p">,</span>
         <span class="n">n_jobs</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span>
         <span class="n">verbose</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
@@ -291,11 +292,15 @@ <h1>Source code for darts.dataprocessing.transformers.window_transformer</h1><di
 
 <span class="sd">        keep_non_transformed</span>
 <span class="sd">            ``False`` to return the transformed components only, ``True`` to return all original components along</span>
-<span class="sd">            the transformed ones. Default is ``False``.</span>
+<span class="sd">            the transformed ones. Default is ``False``. If the series has a hierarchy, must be set to ``False``.</span>
 
 <span class="sd">        include_current</span>
 <span class="sd">            ``True`` to include the current time step in the window, ``False`` to exclude it. Default is ``True``.</span>
 
+<span class="sd">        keep_names</span>
+<span class="sd">            Whether the transformed components should keep the original component names or. Must be set to ``False``</span>
+<span class="sd">            if `keep_non_transformed = True` or the number of transformation is greater than 1.</span>
+
 <span class="sd">        name</span>
 <span class="sd">            A specific name for the transformer.</span>
 
@@ -315,6 +320,7 @@ <h1>Source code for darts.dataprocessing.transformers.window_transformer</h1><di
         <span class="bp">self</span><span class="o">.</span><span class="n">treat_na</span> <span class="o">=</span> <span class="n">treat_na</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">forecasting_safe</span> <span class="o">=</span> <span class="n">forecasting_safe</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">include_current</span> <span class="o">=</span> <span class="n">include_current</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">keep_names</span> <span class="o">=</span> <span class="n">keep_names</span>
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">n_jobs</span><span class="p">,</span> <span class="n">verbose</span><span class="p">)</span>
 
 <div class="viewcode-block" id="WindowTransformer.ts_transform"><a class="viewcode-back" href="../../../../generated_api/darts.dataprocessing.transformers.window_transformer.html#darts.dataprocessing.transformers.window_transformer.WindowTransformer.ts_transform">[docs]</a>    <span class="nd">@staticmethod</span>