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