Digit Classifier

A python/pytorch implementation of digit classification. Works using the MNIST dataset.

Setup

Prerequisites

• Python 3.13+

Installing Python 3.13

macOS

# Using Homebrew
brew install python@3.13

# Or download from python.org
# Visit https://www.python.org/downloads/

Ubuntu/Debian

# Add deadsnakes PPA for newer Python versions
sudo apt update
sudo apt install software-properties-common
sudo add-apt-repository ppa:deadsnakes/ppa
sudo apt update
sudo apt install python3.13 python3.13-pip python3.13-venv

Windows

# Download installer from https://www.python.org/downloads/
# Or using winget
winget install Python.Python.3.13

Verify Installation

python3.13 --version
# Should show: Python 3.13.x

Installing Dependencies

pip3.13 install -r requirements.txt

Solving

You need to implement train.py.