Neural Nets from Scratch

Student: Belyakov Kirill

Educational Programme: Data Science and Business Analytics (Bachelor)

Final Grade: 7

Year of Graduation: 2024

The aim of this project is to study the theory of neural network using matrix formalism, to implement fully connected neural networks and different learning algorithms, and to test the implemented neural networks on different examples. The theory of neural networks required for implementation is thoroughly presented in the text.

Full text (added May 27, 2024)

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