Fully functional MLP for binary classification, built from scratch

Features:

• Training with custom hyperparameters
• Training with tuned hyperparameters (tuning is multi-processed for faster execution)
• Model saving/loading
• Training and evaluation metrics visualization

Usage:

Install and run with --help option, this will explain usage details.

python3.12 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python3.12 main.py --help

Resources:

• Neural Networks from scratch