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Module: tfp.experimental.math

Experimental math.

Functions

exp_pade_4_4(...): exp using the Pade(4,4) approximant.

expm1_pade_4_4(...): expm1 using the Pade(4,4) approximant.

log1p_pade_4_4(...): log1p using the Pade(4,4) approximant.

log_pade_4_4_newton(...): log using the Pade(4,4) approximant + a Newton's method step.

patch_manual_special_functions(...): Patches in the manually implemented special functions.

reduce_logsumexp(...): Like tf.math.reduce_logsumexp.

softplus(...): Like tf.math.reduce_logsumexp.