Making a Computer Dream of New Jobs

Former White House Resident Elevator Operator Jerome E. Warren (link)
Adopted from the amazing Neural Network Zoo
Histogram of all 120 skills ratings in the jobs found in the O*NET dataset
Histogram of the z-scores of the same jobs as above
The snippet above sets up the encoder component. In this case a single layer with nLatent (=4) hidden units. Then we set up the function to return the samples from the hidden layer.
Multiplot of sampled jobs. First and second latent activations are co-varied (left to right) and third and fourth (top to bottom)

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Data, science, data science and trace amounts of the Middle East and the UN

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Alex Rutherford

Alex Rutherford

Data, science, data science and trace amounts of the Middle East and the UN

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