Machine Learning, Python, Towards Data Science, Dimensionality Reduction, Data Visualization.
n_dimensions it will simply reduce to that number, but if we supply keep_info which should be a float between 0 and 1, we will preserve that much information from the original data (0.9 — preserve 90% of the data). In the first ‘if’, we normalize and check how many singular values are needed,