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knowledge.ipynb - Under the Minimal Consistent Determination section, a line of text is placed in a cell of type 'code' which causes an error.
Probability.ipynb - umbrella_prior not defined error. We need to define it with some value.
nlp_apps - federallist.txt not found error. The federal list papers need to be added in aima-data.
Edit: A PR for adding the Federal List papers already exists in aima-data.