ageron/handson-ml2 Installation Guide

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Automated Install (Recommended)

Quick installation instructions for ageron/handson-ml2. 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-ml2

Install via PowerShell

iwr https://hexmos.com/ipm-install-ps -UseBasicParsing | iex; 
ipm i ageron/handson-ml2

Install via npx

npx @hexmos/ipm i ageron/handson-ml2

Prerequisites

Python

language

Version: 3.8+ (or 3.9, 3.10 if you're comfortable with the potential for compatibility issues) but 3.8 is recommended as it's widely supported and most code will work with other versions of Python 3, but some libraries do not support Python 3.9 or 3.10 yet, which is why I recommend Python 3.8

Anaconda

package_manager

Version: latest

git

system_tool

Used for version control and managing your project's code.

Docker

build_tool

Version: latest

Manual Installation Methods

Local Installation (Anaconda)

git clone https://github.com/ageron/handson-ml2.git

cd handson-ml2

conda env create -f environment.yml

conda activate tf2

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

jupyter notebook

Post Installation Steps

Start the server using `python -m app.server` (or use your preferred command to start the application). This will launch the web interface.
If you're using a Jupyter Notebook, open it in your browser at http://localhost:8000/.

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