Differences in results between the old and new versions

New version: Old version:

The code and the data are the same: umap_model = umap.UMAP(n_components=2, n_neighbors=150, min_dist=0.051, metric='euclidean', n_jobs=-1, verbose=True) reduction = umap_model.fit_transform(matrix)

Could you please guide me on how to adjust to obtain results similar to those of the old version? Thank you