braintools.analysis.population.CCAResult

class braintools.analysis.population.CCAResult(correlations, x_weights, y_weights)

Result of cca() (a pytree, so it passes through jax.jit).

Variables:

• correlations (jax.Array) – Canonical correlations, shape (k,), in decreasing order.

• x_weights (jax.Array or brainunit.Quantity) – Canonical weights for x, shape (p, k) (unit 1/unit_x).

• y_weights (jax.Array or brainunit.Quantity) – Canonical weights for y, shape (q, k) (unit 1/unit_y).

__init__()

Methods

__init__()
count(value, /)	Return number of occurrences of value.
index(value[, start, stop])	Return first index of value.

Attributes

correlations	Alias for field number 0
x_weights	Alias for field number 1
y_weights	Alias for field number 2