Update graph_stats.py

graphutils/graph_stats.py

@@ -180,69 +180,6 @@ def visualize(self, i, savedir=""):
 
         return viz
 
-    def visualize(self, i, savedir=""):
-        """
-        Visualize the ith graph of self.graphs, passed-to-ranks.
-
-        Parameters
-        ----------
-        i : int
-            Graph to visualize.
-        savedir : str, optional
-            Directory to save graph into.
-            If left empty, do not save.
-        """
-
-        nmax = np.max(self.graphs)
-
-        if isinstance(i, int):
-            graph = pass_to_ranks(self.graphs[i])
-            sub = self.subjects[i]
-            sesh = ""  # TODO
-
-        elif isinstance(i, np.ndarray):
-            graph = pass_to_ranks(i)
-            sub = ""
-            sesh = ""
-
-        else:
-            raise TypeError("Passed value must be integer or np.ndarray.")
-
-        viz = heatmap(
-            graph,
-            title=f"sub-{sub}_session-{sesh}",
-            xticklabels=True,
-            yticklabels=True,
-            vmin=0,
-            vmax=1,
-        )
-
-        # set color of title
-        viz.set_title(viz.get_title(), color="black")
-
-        # set color of colorbar ticks
-        viz.collections[0].colorbar.ax.yaxis.set_tick_params(color="black")
-
-        # set font size and color of heatmap ticks
-        for item in viz.get_xticklabels() + viz.get_yticklabels():
-            item.set_color("black")
-            item.set_fontsize(7)
-
-        if savedir:
-            p = Path(savedir).resolve()
-            if not p.is_dir():
-                p.mkdir()
-            plt.savefig(
-                p / f"sub-{sub}_sesh-{sesh}.png",
-                facecolor="white",
-                bbox_inches="tight",
-                dpi=300,
-            )
-        else:
-            plt.show()
-
-        plt.cla()
-
 
 def url_to_ndmg_dir(urls):
     """