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diff --git a/docs/dev/_downloads/a5b2ee0329e727a4750cc6807854a799/plot_snr_brightness_evolution.pdf b/docs/dev/_downloads/a5b2ee0329e727a4750cc6807854a799/plot_snr_brightness_evolution.pdf
diff --git a/docs/dev/_downloads/a60ac3367f6b8b4daf62f7767737c935/regionmap-3.pdf b/docs/dev/_downloads/a60ac3367f6b8b4daf62f7767737c935/regionmap-3.pdf
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diff --git a/docs/dev/_downloads/c8dacdfbdf94c97cce7a5ee9555295b5/plot_cash_errors.pdf b/docs/dev/_downloads/c8dacdfbdf94c97cce7a5ee9555295b5/plot_cash_errors.pdf
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diff --git a/docs/dev/_modules/gammapy/analysis/config.html b/docs/dev/_modules/gammapy/analysis/config.html
@@ -547,7 +547,7 @@ <h1>Source code for gammapy.analysis.config</h1><div class="highlight"><pre>
 <span class="kn">import</span> <span class="nn">yaml</span>
 <span class="kn">from</span> <span class="nn">pydantic</span> <span class="kn">import</span> <span class="n">BaseModel</span><span class="p">,</span> <span class="n">ConfigDict</span>
 <span class="kn">from</span> <span class="nn">gammapy.makers</span> <span class="kn">import</span> <span class="n">MapDatasetMaker</span>
-<span class="kn">from</span> <span class="nn">gammapy.utils.scripts</span> <span class="kn">import</span> <span class="n">make_path</span><span class="p">,</span> <span class="n">read_yaml</span>
+<span class="kn">from</span> <span class="nn">gammapy.utils.scripts</span> <span class="kn">import</span> <span class="n">read_yaml</span><span class="p">,</span> <span class="n">to_yaml</span><span class="p">,</span> <span class="n">write_yaml</span>
 <span class="kn">from</span> <span class="nn">gammapy.utils.types</span> <span class="kn">import</span> <span class="n">AngleType</span><span class="p">,</span> <span class="n">EnergyType</span><span class="p">,</span> <span class="n">PathType</span><span class="p">,</span> <span class="n">TimeType</span>
 
 <span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;AnalysisConfig&quot;</span><span class="p">]</span>
@@ -783,40 +783,56 @@ <h1>Source code for gammapy.analysis.config</h1><div class="highlight"><pre>
 <a class="viewcode-back" href="../../../api/gammapy.analysis.AnalysisConfig.html#gammapy.analysis.AnalysisConfig.read">[docs]</a>
     <span class="nd">@classmethod</span>
     <span class="k">def</span> <span class="nf">read</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;Read from YAML file.&quot;&quot;&quot;</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Read from YAML file.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        path : str</span>
+<span class="sd">            input filepath</span>
+<span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">config</span> <span class="o">=</span> <span class="n">read_yaml</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
+        <span class="n">config</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;metadata&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">AnalysisConfig</span><span class="p">(</span><span class="o">**</span><span class="n">config</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="AnalysisConfig.from_yaml">
 <a class="viewcode-back" href="../../../api/gammapy.analysis.AnalysisConfig.html#gammapy.analysis.AnalysisConfig.from_yaml">[docs]</a>
     <span class="nd">@classmethod</span>
     <span class="k">def</span> <span class="nf">from_yaml</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">config_str</span><span class="p">):</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create from YAML string.&quot;&quot;&quot;</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create from YAML string.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        config_str : str</span>
+<span class="sd">            yaml str</span>
+
+<span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">settings</span> <span class="o">=</span> <span class="n">yaml</span><span class="o">.</span><span class="n">safe_load</span><span class="p">(</span><span class="n">config_str</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">AnalysisConfig</span><span class="p">(</span><span class="o">**</span><span class="n">settings</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="AnalysisConfig.write">
 <a class="viewcode-back" href="../../../api/gammapy.analysis.AnalysisConfig.html#gammapy.analysis.AnalysisConfig.write">[docs]</a>
     <span class="k">def</span> <span class="nf">write</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;Write to YAML file.&quot;&quot;&quot;</span>
-        <span class="n">path</span> <span class="o">=</span> <span class="n">make_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
-
-        <span class="k">if</span> <span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">()</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">overwrite</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">IOError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;File exists already: </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Write to YAML file.</span>
 
-        <span class="n">path</span><span class="o">.</span><span class="n">write_text</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">to_yaml</span><span class="p">())</span></div>
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        path : `pathlib.Path` or str</span>
+<span class="sd">            Path to write files.</span>
+<span class="sd">        overwrite : bool, optional</span>
+<span class="sd">            Overwrite existing file. Default is False.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">yaml_str</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">to_yaml</span><span class="p">()</span>
+        <span class="n">write_yaml</span><span class="p">(</span><span class="n">yaml_str</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="n">overwrite</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="AnalysisConfig.to_yaml">
 <a class="viewcode-back" href="../../../api/gammapy.analysis.AnalysisConfig.html#gammapy.analysis.AnalysisConfig.to_yaml">[docs]</a>
     <span class="k">def</span> <span class="nf">to_yaml</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Convert to YAML string.&quot;&quot;&quot;</span>
         <span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">model_dump_json</span><span class="p">())</span>
-        <span class="k">return</span> <span class="n">yaml</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span>
-            <span class="n">data</span><span class="p">,</span> <span class="n">sort_keys</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">indent</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">80</span><span class="p">,</span> <span class="n">default_flow_style</span><span class="o">=</span><span class="kc">None</span>
-        <span class="p">)</span></div>
+        <span class="k">return</span> <span class="n">to_yaml</span><span class="p">(</span><span class="n">data</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="AnalysisConfig.set_logging">

diff --git a/docs/dev/_modules/gammapy/datasets/core.html b/docs/dev/_modules/gammapy/datasets/core.html
@@ -545,7 +545,7 @@ <h1>Source code for gammapy.datasets.core</h1><div class="highlight"><pre>
 <span class="kn">from</span> <span class="nn">astropy.table</span> <span class="kn">import</span> <span class="n">Table</span><span class="p">,</span> <span class="n">vstack</span>
 <span class="kn">from</span> <span class="nn">gammapy.data</span> <span class="kn">import</span> <span class="n">GTI</span>
 <span class="kn">from</span> <span class="nn">gammapy.modeling.models</span> <span class="kn">import</span> <span class="n">DatasetModels</span><span class="p">,</span> <span class="n">Models</span>
-<span class="kn">from</span> <span class="nn">gammapy.utils.scripts</span> <span class="kn">import</span> <span class="n">make_name</span><span class="p">,</span> <span class="n">make_path</span><span class="p">,</span> <span class="n">read_yaml</span><span class="p">,</span> <span class="n">write_yaml</span>
+<span class="kn">from</span> <span class="nn">gammapy.utils.scripts</span> <span class="kn">import</span> <span class="n">make_name</span><span class="p">,</span> <span class="n">make_path</span><span class="p">,</span> <span class="n">read_yaml</span><span class="p">,</span> <span class="n">to_yaml</span><span class="p">,</span> <span class="n">write_yaml</span>
 
 <span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
 
@@ -1041,8 +1041,8 @@ <h1>Source code for gammapy.datasets.core</h1><div class="highlight"><pre>
 
         <span class="k">if</span> <span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">()</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">overwrite</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">IOError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;File exists already: </span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-
-        <span class="n">write_yaml</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">sort_keys</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">checksum</span><span class="o">=</span><span class="n">checksum</span><span class="p">)</span>
+        <span class="n">yaml_str</span> <span class="o">=</span> <span class="n">to_yaml</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+        <span class="n">write_yaml</span><span class="p">(</span><span class="n">yaml_str</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">checksum</span><span class="o">=</span><span class="n">checksum</span><span class="p">)</span>
 
         <span class="k">if</span> <span class="n">filename_models</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">write</span><span class="p">(</span>