netket.stats.StatsBatch

class netket.stats.StatsBatch

Bases: object

Statistics for an array-valued estimator (e.g. a susceptibility matrix).

Returned by to_stats() and get_stats() when the combinator returns an array rather than a scalar.

mean and error_of_mean have the same shape as the combinator output. Scalar diagnostics (tau_corr, R_hat, variance) are not available and are not stored; use Stats for scalar quantities.

Inheritance

Attributes

shape

Shape of the estimated quantity.

mean: Array

Estimated mean, shape matches the combinator output.

error_of_mean: Array

Delta-method standard error, same shape as mean.

Methods

imag()

real()

replace(**updates)

Returns a new object replacing the specified fields with new values.

to_compound()

to_dict()