pytorch, neural-networks, binary-classification, deep-learning, machine-learning, classification, python, artificial-intelligence, tutorial, beginner-friendly
A complete, well-documented implementation of a feedforward neural network for binary classification tasks using PyTorch.
This project demonstrates a complete machine learning pipeline for binary classification, including:
- Data generation and preprocessing
- Neural network architecture design
- Training with validation and early stopping
- Comprehensive evaluation metrics
- Visualization of results
- Model saving and inference