dlcourse.ai-assignments

Assignments from DLcourse.ai

Description of assignments

Assignment 1.2. Linear classifier (in progress)

Main tasks:

• own implementation of linear classifier;
• gradients calculation;
• own implementation of SGD training.

In this assignment the Street View House Numbers (SVHN) dataset were used:

• Train data;
• Test data.

Assignment 2.2. PyTorch

Main tasks:

• implementation of a neural network on PyTorch;
• neural network training with various parameters;
• visualization of neural network predictions.

In this assignment SVHN dataset were used:

• Train data;
• Test data.