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AM-GRAD-2020-3

Project for the 2020.3 Machine Learning Course of the Federal University of Pernambuco.

Table of Contents

Roles

Requirements

Setup

# Create the virtualenv
python3 -m venv venv

# Initialize the virtualenv
source venv/bin/activate

# Install the requirements
pip install -r requirements.txt

Run

SVM

# Go to SVM folder
cd SVM

# Run the base algorithm
python SVM_BASE.py

# Or run the SVM Scaller
python SVM_Scaler.py

ANN

# Go to ANN folder
cd ANN

# Run the ANN
python ANN.py

Ensemble

# Go to ensemble folder
cd ensemble

# Run the ensemble
python ensemble.py -h

Final Project

# Go to ensemble folder
cd final_project

# Run the ensemble
python final_project.py -h

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