Machine Learning, Unsupervised Learning, Mnist, Deep Learning, Towards Data Science.
this constraint, together with the fact that only 6 neurons are used, will create an information bottleneck which will favor structured representation of data. First, lets check the distribution of the compressed space by doing a pairplot (a 6 dimensional one): Figure 4 — Compressed Space Pairplot