antsnormflows.flows.residual

Functions

basic_logdet_estimator(g, x, n_power_series, ...)

batch_jacobian(g, x)

batch_trace(M)

geometric_1mcdf(p, k, offset)

geometric_sample(p, n_samples)

mem_eff_wrapper(estimator_fn, gnet, x, ...)

neumann_logdet_estimator(g, x, ...)

poisson_1mcdf(lamb, k, offset)

poisson_sample(lamb, n_samples)

safe_detach(tensor)

Classes

MemoryEfficientLogDetEstimator(*args, **kwargs)

Residual(net[, reverse, reduce_memory, ...])

Invertible residual net block (Optimized with deterministic power series truncation)

iResBlock(nnet[, n_power_series, ...])