Machine Learning, Python, Towards Data Science, Dimensionality Reduction, Data Visualization.
diagonal values of what was denoted as Σ in Figure 1, and the matrices U and V. Then tf.diag is TensorFlow’s way of converting a 1D vector, to a diagonal matrix, which in our case will result in Σ. At the end of the fit call we will have the singular values, Σ and U. Now lets lets implement reduce.