AttributeError: module 'pyphi' has no attribute 'tpm'

[ZHam2012]

I have pyphi 3.6.3 and I am working on one of the examples in conditional independence documentation on the link http://pyphi.readthedocs.io/en/stable/examples/conditional_independence.html , I am getting an error which says 'module pyphi has no attribute 'tpm' . How can I resolve this issue?

import numpy as np import pyphi tpm = pyphi.examples.cond_depend_tpm() print(tpm) [[ 1. 0. 0. 0. ] [ 0. 0.5 0.5 0. ] [ 0. 0.5 0.5 0. ] [ 0. 0. 0. 1. ]] sbs_tpm = pyphi.convert.state_by_node2state_by_state(sbn_tpm) print(sbs_tpm) [[ 1. 0. 0. 0. ] [ 0.25 0.25 0.25 0.25] [ 0.25 0.25 0.25 0.25] [ 0. 0. 0. 1. ]] tpm2 = pyphi.examples.cond_independ_tpm() print(tpm2) [[ 0.5 0. 0. 0. 0.5 0. 0. 0. ] [ 0. 0.5 0. 0. 0. 0.5 0. 0. ] [ 0. 0. 0.5 0. 0. 0. 0.5 0. ] [ 0. 0. 0. 0.5 0. 0. 0. 0.5] [ 0.5 0. 0. 0. 0.5 0. 0. 0. ] [ 0. 0. 0.5 0. 0. 0. 0.5 0. ] [ 0. 0.5 0. 0. 0. 0.5 0. 0. ] [ 0. 0. 0. 0.5 0. 0. 0. 0.5]] sbn_tpm2 = pyphi.convert.state_by_state2state_by_node(tpm2) print(sbn_tpm2) [[[[ 0. 0. 0.5] [ 0. 0. 0.5]]

[[ 0. 1. 0.5] [ 1. 0. 0.5]]]

[[[ 1. 0. 0.5] [ 0. 1. 0.5]]

[[ 1. 1. 0.5] [ 1. 1. 0.5]]]]

AB = [0, 1] C = [2] tpm2_marginalizeC = pyphi.tpm.marginalize_out(C, sbn_tpm2) Traceback (most recent call last): File "<pyshell#16>", line 1, in tpm2_marginalizeC = pyphi.tpm.marginalize_out(C, sbn_tpm2) AttributeError: module 'pyphi' has no attribute 'tpm'

[wmayner]

PyPhi v0.9.0 was released just a few days ago, so the documentation for the "stable" version now refers to v0.9.0. It's possible that you installed PyPhi just before the release and are using v0.8.1. You can see which version you have with

>>> print (pyphi.__version__)

Try upgrading with pip install pyphi --upgrade and the tpm module should be available.