Autoencoder: Scratch implementation

This is a(n):

• New algorithm
• Update to an existing algorithm
• Error
• Proposal to the Repository

Details: I will add a python implementation of an autoencoder with one input layer, one hidden layer, and one output layer without using sklearn or similar libraries. This will help people understand autoencoder better.