toy data

[Kurtanjek]

Can you advise how to resolve:
T = 100

data, true_parents_neighbors =toys.structural_causal_process(links_coeffs, T=T)
Traceback (most recent call last):

Cell In[20], line 1
data, true_parents_neighbors =toys.structural_causal_process(links_coeffs, T=T)

File ~\anaconda3my\lib\site-packages\tigramite\toymodels\structural_causal_processes.py:717 in structural_causal_process
func = link_props[2]

IndexError: tuple index out of range

[jakobrunge]

That was wrong in the medium tutorial, now fixed to:

def lin_f(x): return x # A linear dependency function
links_coeffs = {0: [((0, -1), 0.7, lin_f), ((1, -1), -0.8, lin_f)],
1: [((1, -1), 0.8, lin_f), ((3, -1), 0.8, lin_f)],
2: [((2, -1), 0.5, lin_f), ((1, -2), 0.5, lin_f), ((3, -3), 0.6, lin_f)],
3: [((3, -1), 0.4,
} #stores the functional dependencies of the SCM