experiment

functions/calc_matches.py

@@ -16,8 +16,11 @@ def calc_matches(filtered_df, project_df, similarity_matrix, top_x):
     filtered_indices = filtered_df.index.to_list()
     project_indices = project_df.index.to_list()
 
-    st.write(filtered_indices[:100])
-    st.write(project_indices[:100])
+    match_matrix = similarity_matrix[project_indices, :][:, filtered_indices]
+
+    dense_match_matrix = match_matrix.toarray()
+    
+    st.write(dense_match_matrix.shape)
 
     """
     p1_df = filtered_df.loc[top_col_indices].copy()