technotrack-NN

Repository with my homeworks done during studies on TechnoTrack Neural Networks course

Implemented tasks

• Linear Regression class-based model with Vanilla SGD

This task contains realization of classic linear regression fully on NumPy and almost providing PyTorch interface.

• Fully connected NN with SGD+Momentum

Realization of fully connected neural network for MNIST classification with stochastic gradient descent and Momentum as an optimization method. Also used only NumPy as a backend and model has a Sequential interface of Pytorch.