diff --git a/aimodel/src/lib/vis/embeddings.py b/aimodel/src/lib/vis/embeddings.py index a0cb505..a0698b7 100644 --- a/aimodel/src/lib/vis/embeddings.py +++ b/aimodel/src/lib/vis/embeddings.py @@ -12,7 +12,7 @@ def vis_embeddings(filepath_output, features): ).fit(features) px = 1 / plt.rcParams['figure.dpi'] # matplotlib sizes are in inches :-( :-( :-( - width = 3840 + width = 8000 height = 768 plt.rc("font", size=20) @@ -24,7 +24,7 @@ def vis_embeddings(filepath_output, features): umap.plot.points(dimreducer, ax=axes["A"] ) - plt.title(f"UMAP Dimensionality Reduction", fontsize=20) + axes["A"].set_title(f"UMAP Dimensionality Reduction", fontsize=20) # 2: Parallel coordinates dataframe = pandas.DataFrame(features) @@ -39,7 +39,7 @@ def vis_embeddings(filepath_output, features): sort_labels=True ) - plt.title(f"Parallel coordinates plot", fontsize=20) + axes["B"].set_title(f"Parallel coordinates plot", fontsize=20) plt.suptitle(f"RainfallContrastive embeddings | rainfall | E2 ConvNeXt | {len(features)} items", fontsize=28, weight="bold") plt.savefig(filepath_output) \ No newline at end of file