ageron/handson-ml Installation Guide

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Automated Install (Recommended)

Quick installation instructions for ageron/handson-ml. This is the fastest way to complete project installation and setup.

Install via curl

curl -fsSL https://hexmos.com/ipm-install | bash && 
ipm i ageron/handson-ml

Install via PowerShell

iwr https://hexmos.com/ipm-install-ps -UseBasicParsing | iex; 
ipm i ageron/handson-ml

Install via npx

npx @hexmos/ipm i ageron/handson-ml

Prerequisites

Python

language

Version: 3.7, 3.8, 3.9 (or later) - Python 3.7 is recommended for compatibility with the project's codebase and most of the exercises. However, you can use other versions as long as they are compatible with the project's dependencies. If you encounter issues, try using a version that is supported by the project.

Anaconda

package_manager

Version: latest (recommended)

git

system_tool

A version control system used for tracking changes to code.

Docker

build_tool

Version: latest (recommended)

Manual Installation Methods

Local Installation (Anaconda)

git clone https://github.com/ageron/handson-ml.git

cd handson-ml

conda env create -f environment.yml

conda activate tf1

python -m ipykernel install --user --name=python3

jupyter notebook

Source Installation (Zip)

cd handson-ml

Post Installation Steps

Start the server using `python -m http.server` to access the application in your browser.
Run database migrations using `python manage.py makemigrations` and then `python manage.py migrate`.

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