Data Science, Python, Machine Learning, Dimensionality Reduction.
model is not included in scikit-learn, so we have to install the umap-learn library separately, by using pip or conda. The UMAP() class helps us create a UMAP model that is fitted on our dataset, and is configured with various hyperparameters. In this particular case, we set n_neighbors to 15, and