Data Science, Python, Machine Learning, Dimensionality Reduction.
import umap mpl.rcParams['figure.dpi'] = 300 plt.style.use('seaborn-v0_8-muted') We begin by importing all the necessary Python libraries for our project, such as pandas, Matplotlib and Seaborn. Furthermore, we also import the PCA and t-SNE classes of scikit-learn, as well as the umap-learn