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Explain a black-box module in natural language.

Home Page: https://arxiv.org/abs/2305.09863

License: MIT License

Python 1.01% Jupyter Notebook 29.57% HTML 69.42%
artificial-intelligence explanation gpt gpt4 interpretability language-model large-language-models machine-learning mechanistic-interpretability neuroscience

automated-explanations's Issues

name 'openai' is not defined

Hello, I am using the code:
import numpy as np
from imodelsx import explain_module_sasc

a toy module that responds to the length of a string

mod = lambda str_list: np.array([len(s) for s in str_list])

a toy dataset where the longest strings are animals

text_str_list = ["red", "blue", "x", "1", "2", "hippopotamus", "elephant", "rhinoceros"]
explanation_dict = explain_module_sasc(
text_str_list,
mod,
ngrams=1,
)
print(explanation_dict)
Errors will be encountered:
name 'openai' is not defined
How to solve this problem. thank you.

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