Auto-encoder What is an auto-encoder? Auto-encoder is one type of neural networks that approximates the function: f(x) = x. Basically, given an input x, network will learn to output f(x) that is as close as to x. The error between output and x is commonly measured using root mean square error (RMSE) â mean((f(x) â x) ^ 2) â which is the loss function we try to minimise in our network.
Victorian Houses. Tenement buildings were quickly built in Victorian London for factory workers and their families. Large houses were turned into flats. The cost of rent was extremely high, especially when a worker wanted to live within walking distance of his place of employment.ictorian London. While life in Victorian England changed dramatically during the industrial revolution, the biggest social change was felt in the cities. Thousands of citizens left the rural life and came to the large metropolises for the guaranteed jobs which manufacturing offered.
The Victorian era of British history (and that of the British Empire) was the period of Queen Victoria 's reign from 20 June 1837 until her death, on 22 January 1901. great engineering feat in the Victorian Era was the sewage system in London. It was designed by Joseph Bazalgette in 1858. He proposed to build 82 mi (132 km) of sewer system linked with over 1,000 mi (1,600 km) of street sewers.