How to run this code?

[Aminshnn]

I am watching this video to implement it. However, when I run the following code, I face an error. Are these methods depreciated? What should I use intead?

# Sigmoid results

result_sigmoid = loaded_mmm.optimize_channel_budget_for_maximum_contribution(
method = 'sigmoid', #define saturation function
total_budget = total_budget,
parameters = sigmoid_params,
budget_bounds = budget_bounds
)

Loop to optimize budget allocation

budget_list = []
for total_budget in np.linspace(10_000, 1_000_000, 20):
result_sigmoid = loaded_mmm.optimize_channel_budget_for_maximum_contribution(
method = 'sigmoid',
total_budget = total_budget,
parameters = sigmoid_params,
budget_bounds = {channel: [0, total_budget] for channel in channels}
)
budget_list.append(result_sigmoid.tail(1))

[timbo112711]

Hi @Aminshnn - a few questions here for clarification;

• What version of pymc-marketing are you running in your example??
• Can you provide the full traceback of the error?

[PabloRoque]

Duplicate of #1905. The class that method belonged to has been deprecated since 0.9.0.