Neural-Networks-2026

Repository for the Neural Networks laboratory, "Alexandru Ioan Cuza" University, Faculty of Computer Science, Bachelor degree.

Companion repository: AI-Learning-Hub

Environment setup

1. AI-Learning-Hub/how_to/install_pytorch
2. AI-Learning-Hub/how_to/use_google_colab
3. AI-Learning-Hub/how_to/use_kaggle

Recommended resources:

• AI-Learning-Hub
  • Check the foundations first.

Table of contents

• Lab01
• Lab02 (Homework 1: Solve linear system)
• Lab03 (Homework 2: Implement the perceptron algorithm)
• Lab04 (Homework 3: Implement the multi-layer perceptron)
• Lab05 — Sigmoid vs ReLU, momentum, Adam and dropout (notebook · Colab)
• Lab06

2025 archive