MLprj24

MLprj24 is a university project that implements a neural network framework. It supports classes for building feed-forward networks and includes utilities for hyperparameter search.

Table of Contents

• Prerequisites
• Installation
• Usage
• Contributors
• License

Prerequisites

Before you begin, ensure you have met the following requirements:

• You have installed Python 3.x.
• You have a basic understanding of neural networks and machine learning concepts.
• You have installed the necessary Python libraries (listed in the requirements.txt file).

Installation

To install the required dependencies, run the following command:

pip install -r requirements.txt

Usage

Example in the Model folder

Running the Example Script

You can run the example script provided in the repository by executing the main.py file. This will perform a random search to find hyperparameters for both MONK and CUP models using predefined settings.

python main.py

Contributors

License

This project is licensed under the AGPL License - see the LICENSE file for details.