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@@ -105,6 +105,7 @@ <h1>Source code for ot.solvers</h1><div class="highlight"><pre>
     <span class="n">entropic_semirelaxed_fused_gromov_wasserstein2</span><span class="p">,</span>
     <span class="n">entropic_semirelaxed_gromov_wasserstein2</span><span class="p">,</span>
     <span class="n">partial_gromov_wasserstein2</span><span class="p">,</span>
+    <span class="n">partial_fused_gromov_wasserstein2</span><span class="p">,</span>
     <span class="n">entropic_partial_gromov_wasserstein2</span><span class="p">,</span>
 <span class="p">)</span>
 <span class="kn">from</span> <span class="nn">.gaussian</span> <span class="kn">import</span> <span class="n">empirical_bures_wasserstein_distance</span>
@@ -866,6 +867,7 @@ <h1>Source code for ot.solvers</h1><div class="highlight"><pre>
 <span class="sd">    .. code-block:: python</span>
 
 <span class="sd">        res = ot.solve_gromov(Ca, Cb, unbalanced_type=&#39;partial&#39;, unbalanced=0.8) # partial GW with m=0.8</span>
+<span class="sd">        res = ot.solve_gromov(Ca, Cb, M, unbalanced_type=&#39;partial&#39;, unbalanced=0.8, alpha=0.5) # partial FGW with m=0.8</span>
 
 
 <span class="sd">    .. _references-solve-gromov:</span>
@@ -1089,7 +1091,36 @@ <h1>Source code for ot.solvers</h1><div class="highlight"><pre>
                 <span class="c1"># potentials = (log[&#39;u&#39;], log[&#39;v&#39;]) TODO</span>
 
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># partial FGW</span>
-                <span class="k">raise</span> <span class="p">(</span><span class="ne">NotImplementedError</span><span class="p">(</span><span class="s2">&quot;Partial FGW not implemented yet&quot;</span><span class="p">))</span>
+                <span class="k">if</span> <span class="n">unbalanced</span> <span class="o">&gt;</span> <span class="n">nx</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> <span class="ow">or</span> <span class="n">unbalanced</span> <span class="o">&gt;</span> <span class="n">nx</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">b</span><span class="p">):</span>
+                    <span class="k">raise</span> <span class="p">(</span><span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Partial FGW mass given in reg is too large&quot;</span><span class="p">))</span>
+
+                <span class="c1"># default values for solver</span>
+                <span class="k">if</span> <span class="n">max_iter</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                    <span class="n">max_iter</span> <span class="o">=</span> <span class="mi">1000</span>
+                <span class="k">if</span> <span class="n">tol</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                    <span class="n">tol</span> <span class="o">=</span> <span class="mf">1e-7</span>
+
+                <span class="n">value</span><span class="p">,</span> <span class="n">log</span> <span class="o">=</span> <span class="n">partial_fused_gromov_wasserstein2</span><span class="p">(</span>
+                    <span class="n">M</span><span class="p">,</span>
+                    <span class="n">Ca</span><span class="p">,</span>
+                    <span class="n">Cb</span><span class="p">,</span>
+                    <span class="n">a</span><span class="p">,</span>
+                    <span class="n">b</span><span class="p">,</span>
+                    <span class="n">m</span><span class="o">=</span><span class="n">unbalanced</span><span class="p">,</span>
+                    <span class="n">loss_fun</span><span class="o">=</span><span class="n">loss_fun</span><span class="p">,</span>
+                    <span class="n">alpha</span><span class="o">=</span><span class="n">alpha</span><span class="p">,</span>
+                    <span class="n">log</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+                    <span class="n">numItermax</span><span class="o">=</span><span class="n">max_iter</span><span class="p">,</span>
+                    <span class="n">G0</span><span class="o">=</span><span class="n">plan_init</span><span class="p">,</span>
+                    <span class="n">tol</span><span class="o">=</span><span class="n">tol</span><span class="p">,</span>
+                    <span class="n">symmetric</span><span class="o">=</span><span class="n">symmetric</span><span class="p">,</span>
+                    <span class="n">verbose</span><span class="o">=</span><span class="n">verbose</span><span class="p">,</span>
+                <span class="p">)</span>
+
+                <span class="n">value_linear</span> <span class="o">=</span> <span class="n">log</span><span class="p">[</span><span class="s2">&quot;lin_loss&quot;</span><span class="p">]</span>
+                <span class="n">value_quad</span> <span class="o">=</span> <span class="n">log</span><span class="p">[</span><span class="s2">&quot;quad_loss&quot;</span><span class="p">]</span>
+                <span class="n">plan</span> <span class="o">=</span> <span class="n">log</span><span class="p">[</span><span class="s2">&quot;T&quot;</span><span class="p">]</span>
+                <span class="c1"># potentials = (log[&#39;u&#39;], log[&#39;v&#39;]) TODO</span>
 
         <span class="k">elif</span> <span class="n">unbalanced_type</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&quot;kl&quot;</span><span class="p">,</span> <span class="s2">&quot;l2&quot;</span><span class="p">]:</span>  <span class="c1"># unbalanced exact OT</span>
             <span class="k">raise</span> <span class="p">(</span><span class="ne">NotImplementedError</span><span class="p">(</span><span class="s1">&#39;Unbalanced_type=&quot;</span><span class="si">{}</span><span class="s1">&quot;&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">unbalanced_type</span><span class="p">)))</span>