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.
Belgrave Square, one of the grandest and largest 19th century squares, is the centrepiece of Belgravia. It was laid out by the property contractor Thomas Cubitt for the 2nd Earl Grosvenor, later to be the 1st Marquess of Westminster, in the 1820s.Most of the houses were occupied by 1840.pper Belgrave Street is a wide one-way residential street graced with a series of very grand and imposing white stuccoed buildings. It stretches from the south east corner of Belgrave Square to the north east corner of Eaton Square. Particularly imposing are Nos 6, 7 and 8.