Getting Started with CCA-Zoo

Embarking on your journey with CCA-Zoo is as simple as a breeze. This guide will walk you through the steps to set up and run your first CCA algorithm.

Installation

Before delving into the CCA world, let’s get CCA-Zoo installed.

pip install cca-zoo

Quick Dive-In

Once installed, let’s run our first CCA analysis using CCA-Zoo:

import numpy as np
from cca_zoo.data.simulated import LinearSimulatedData
from cca_zoo.models import CCA

# Generate some synthetic data
data = LinearSimulatedData(...)
views = data.sample(...)

# Run CCA
model = CCA(...)
model.fit(views)
results = model.transform(views)