comp4702

These examples are designed to help you get over the hurdle of learning scikit-learn and pytorch modules to implement machine learning models for COMP4702.

This repository covers examples like:

• Decision Trees
• kNN Models
• Linear Regression
• Cross-Validation

Dependancies

This package assumes you have a miniconda environment installed. If you do not, please see minconda.

conda create -n comp4702_examples python=3.10
conda activate comp4702_examples
conda install numpy matplotlib pandas
conda install scikit-learn
conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia

Helpful Repositories

• Machine-Learning-Collection
• PyTorch-Examples