342 lines
9.2 KiB
Text
Generated
342 lines
9.2 KiB
Text
Generated
'/*' Comment.Multiline
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'\nThe Indian GPA Problem. From \nhttp:' Comment.Multiline
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'www.robots.ox.ac.uk' Comment.Multiline
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'~fwood' Comment.Multiline
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'anglican' Comment.Multiline
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'examples' Comment.Multiline
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'viewer' Comment.Multiline
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'?worksheet=indian-gpa \n"This example was inspired by Stuart Russell...the problem is: if you observe \nthat a student GPA is exactly 4.04.0 in a model of transcripts of students \nfrom the USA (GPA\'s from 0.00.0 to 4.04.0 and India (GPA\'s from 0.00.0 to \n10.010.0) what is the probability that the student is from India?... \nAs we know from statistics, given the mixture distribution and given the \nfact that his' Comment.Multiline
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'her GPA is exactly 4.0, the probability that the student \nis American must be 1.0.\n(i.e. zero probability that the student is from India)."\nProbabilistic logic program from \nhttps:' Comment.Multiline
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'github.com' Comment.Multiline
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'davidenitti' Comment.Multiline
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'blob' Comment.Multiline
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'examples' Comment.Multiline
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'indian-gpa.pl\n' Comment.Multiline
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'*/' Comment.Multiline
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'\n' Text
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':-' Operator
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' ' Text
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'use_module' Name.Function
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'(' Punctuation
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'library' Name.Function
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'(' Punctuation
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'mcintyre' Literal.String.Atom
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')' Punctuation
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'\n\n' Text
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':-' Operator
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'if' Name.Function
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'(' Punctuation
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'(' Punctuation
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'use_rendering' Literal.String.Atom
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'/' Operator
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'1' Literal.Number.Integer
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')' Punctuation
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')' Punctuation
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'.' Punctuation
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'\n' Text
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':-' Operator
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' ' Text
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'use_rendering' Name.Function
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'c3' Literal.String.Atom
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' ' Text
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'.' Punctuation
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'\n' Text
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':-' Operator
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' ' Text
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'mc' Literal.String.Atom
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' ' Text
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'coin' Literal.String.Atom
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'finite' Name.Builtin
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'0.95' Literal.Number.Float
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':' Operator
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'true' Literal.String.Atom
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',' Punctuation
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'0.05' Literal.Number.Float
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':' Operator
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'false' Literal.String.Atom
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']' Punctuation
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')' Punctuation
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'.' Punctuation
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'\n' Text
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'agpa' Literal.String.Atom
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' ' Text
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'~' Operator
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'beta' Name.Builtin
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')' Punctuation
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' ' Text
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':=' Operator
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'coin' Literal.String.Atom
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'~=' Operator
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'true' Literal.String.Atom
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'.' Punctuation
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'\n' Text
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'american_gpa' Literal.String.Atom
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' ' Text
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'~' Operator
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' ' Text
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'finite' Name.Builtin
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'(' Punctuation
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'[' Punctuation
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'0.85' Literal.Number.Float
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':' Operator
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'4.0' Literal.Number.Float
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',' Punctuation
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'0.15' Literal.Number.Float
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':' Operator
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'0.0' Literal.Number.Float
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']' Punctuation
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')' Punctuation
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' ' Text
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':=' Operator
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' ' Text
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'coin' Literal.String.Atom
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'~=' Operator
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'false' Literal.String.Atom
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'.' Punctuation
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'\n\n' Text
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'american_gpa' Literal.String.Atom
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' ' Text
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'~' Operator
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' ' Text
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'(' Punctuation
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')' Punctuation
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':=' Operator
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' ' Text
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'agpa' Literal.String.Atom
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' ' Text
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'A' Name.Variable
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'is' Operator
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'A' Name.Variable
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'*' Operator
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'4.0' Literal.Number.Float
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'\n\n' Text
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'coin2' Literal.String.Atom
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'0.99' Literal.Number.Float
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':' Operator
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'true' Literal.String.Atom
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',' Punctuation
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':' Operator
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'false' Literal.String.Atom
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']' Punctuation
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')' Punctuation
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'\n' Text
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'igpa' Literal.String.Atom
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' ' Text
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'~' Operator
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'beta' Name.Builtin
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'(' Punctuation
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'5' Literal.Number.Integer
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',' Punctuation
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')' Punctuation
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'coin2' Literal.String.Atom
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'~=' Operator
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'true' Literal.String.Atom
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'.' Punctuation
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'\n' Text
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'indian_gpa' Literal.String.Atom
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' ' Text
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'finite' Name.Builtin
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':' Operator
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',' Punctuation
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'0.9' Literal.Number.Float
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':' Operator
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'10.0' Literal.Number.Float
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']' Punctuation
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')' Punctuation
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' ' Text
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'coin2' Literal.String.Atom
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'~=' Operator
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'false' Literal.String.Atom
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'.' Punctuation
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'\n\n' Text
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'indian_gpa' Literal.String.Atom
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' ' Text
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'~' Operator
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' ' Text
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')' Punctuation
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':=' Operator
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' ' Text
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'igpa' Literal.String.Atom
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' ' Text
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'A' Name.Variable
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'\n\n' Text
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'nation' Literal.String.Atom
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'0.25' Literal.Number.Float
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':' Operator
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']' Punctuation
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')' Punctuation
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'\n\n' Text
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'student_gpa' Literal.String.Atom
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' ' Text
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'nation' Literal.String.Atom
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'~=' Operator
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'a' Literal.String.Atom
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',' Punctuation
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'american_gpa' Literal.String.Atom
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'~=' Operator
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'A' Name.Variable
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'.' Punctuation
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'\n' Text
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'I' Name.Variable
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')' Punctuation
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':=' Operator
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' ' Text
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'nation' Literal.String.Atom
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'~=' Operator
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'i' Literal.String.Atom
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',' Punctuation
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'indian_gpa' Literal.String.Atom
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'~=' Operator
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'I' Name.Variable
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'/*' Comment.Multiline
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'*' Comment.Multiline
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' <examples>\n?- mc_lw_sample(nation(a),student_gpa(4.0),1000,PPost).\n% probability that the nation is America given that the student got 4.0\n% in his GPA\n% expected result: 1.0\n?- mc_sample(nation(a),1000,PPrior).\n% prior probability that the nation is America \n% expected result: 0.25\n' Comment.Multiline
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'*/' Comment.Multiline
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'\n \n' Text
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