Two Hash&Select Extreme Learning Machine (h&sELM) examples in JavaScript for Images

Hash & Select Extreme Learning Machines (h&sELM)

Image auto-encoder code examples:

The first example does a good job of generalizing using only a few examples (up to 32.)  It includes modern refinements like using fast random projections instead of random layers and uses a project-then-sum ensemble method:

h&s Extreme Learning Machine Example 1

Example 1 Code


The second (high capacity) example is less suitable for a limited number of training examples but is shown anyway:

h&s Extreme Learning Machine Example 2

Example 2 Code

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