MLP – Breast Cancer

Installation

Clone the project, enter the project directory, then run:

./init.sh

This installs the required dependencies.

Mandatory

The mandatory part is implemented with:

• mlp.py
• mlp_core.py
• utils.py

Run the MLP with:

python mlp.py

The dataset used is data.csv.

Bonus

Two bonus implementations are provided:

• Adam optimizer

  • adammlp.py
  • adammlp_core.py
  • adamutils.py

• Adam + Early Stopping

  • adammlp_es.py
  • adammlp_core_es.py
  • adamutils_es.py

The project also includes the corresponding training and validation workflow.