Module ImportFrom alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias ImportFrom alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias ImportFrom alias alias alias alias ImportFrom alias alias ImportFrom alias ImportFrom alias FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Call NameLoad Str Assign NameStore Call NameLoad Str Num Num Assert CompareEq AttributeLoad Call NameLoad CompareLtE BinOpPow NameLoad Num Num attr Call NameLoad Num Num Assert CompareEq Call AttributeLoad Call NameLoad CompareLtE BinOpPow NameLoad Num Num attr Call AttributeLoad Call NameLoad Num Num attr AttributeLoad NameLoad attr Assert CompareEq Call AttributeLoad Call NameLoad Call NameLoad CompareGt NameLoad NameLoad CompareGt NameLoad Num attr Call NameLoad Call NameLoad AttributeLoad NameLoad attr Num Call NameLoad AttributeLoad NameLoad attr Num Assert CompareEq Call NameLoad AttributeLoad Call NameLoad CompareLt NameLoad Num attr Num Assert CompareIn Num AttributeLoad Call NameLoad CompareLt NameLoad Num attr Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Num Num Call NameLoad Str Num Num Assert CompareEq AttributeLoad Call NameLoad Call NameLoad CompareLtE BinOpPow NameLoad Num Num CompareGtE NameLoad Num attr Call NameLoad Num Num Assign NameStore Call NameLoad NameLoad Call NameLoad CompareLtE BinOpPow NameLoad Num Num CompareGtE NameLoad Num Assert CompareEq AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad Num Num Assert CompareEq Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad CompareLtE Num AttributeLoad NameLoad attr CompareLtE BinOpPow AttributeLoad NameLoad attr Num Num CompareLt UnaryOpUSub NameLoad AttributeLoad NameLoad attr CompareLt AttributeLoad NameLoad attr NameLoad With Call NameLoad NameLoad body Assign NameStore Call NameLoad NameLoad BinOpAdd NameLoad Num decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Num Num Call NameLoad Str Num Num Assert CompareEq Call NameLoad Call NameLoad BinOpAdd BinOpMult Num NameLoad Num Call NameLoad TupleLoad NameLoad Assert CompareEq Call NameLoad Call NameLoad BinOpAdd BinOpMult Num NameLoad NameLoad Call NameLoad TupleLoad NameLoad NameLoad Assert CompareEq Call NameLoad Call NameLoad BinOpAdd BinOpMult Num NameLoad AttributeLoad NameLoad attr Call NameLoad TupleLoad NameLoad Assert CompareEq Call NameLoad Call NameLoad Num Call NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Num Num Call NameLoad Str Num Num Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad BinOpAdd Num Num Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad CompareLt NameLoad Num Assert CompareEq Call NameLoad NameLoad AttributeLoad NameLoad attr Assert CompareEq Call NameLoad BinOpAdd BinOpMult Num NameLoad Num AttributeLoad NameLoad attr Assert CompareEq Call NameLoad BinOpAdd BinOpMult Num NameLoad NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num Assign NameStore BinOpAdd BinOpMult Num NameLoad NameLoad Assert CompareEq Call AttributeLoad NameLoad attr Call NameLoad TupleLoad NameLoad NameLoad TupleLoad NameLoad NameLoad BinOpAdd BinOpMult Num NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareNotEq NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assert Call AttributeLoad BinOpMult Num NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad CompareGt NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num Assign NameStore AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr Assert CompareEq Call NameLoad BinOpAdd NameLoad NameLoad Call NameLoad NameLoad NameLoad Assert CompareEq Call NameLoad BinOpAdd NameLoad NameLoad Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assert CompareEq Call NameLoad Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Assert CompareIn Call NameLoad NameLoad ListLoad Num Num Num Num Num Num Assert AttributeLoad Call NameLoad BinOpAdd NameLoad NameLoad attr Expr AttributeLoad Call NameLoad CompareGt BinOpAdd NameLoad NameLoad Num CompareLt NameLoad Num keyword Num attr Assert AttributeLoad Call NameLoad BinOpAdd NameLoad NameLoad keyword Num attr Assert AttributeLoad Call NameLoad BinOpAdd NameLoad NameLoad keyword Num attr Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad CompareGt NameLoad NameLoad keyword Num Assert CompareEq Call NameLoad CompareLtE Call NameLoad NameLoad Num keyword Num Num Assert CompareEq Call NameLoad CompareLtE Call NameLoad NameLoad Num CompareLt Call NameLoad NameLoad Num keyword Num Num Expr Call NameLoad Call NameLoad BinOpDiv Num BinOpPow NameLoad NameLoad TupleLoad NameLoad Num NameLoad CompareGt NameLoad Num keyword Num Assert Call NameLoad GeneratorExp CompareIn NameLoad Call NameLoad Num Num comprehension NameStore Call NameLoad NameLoad keyword Num Assert Call NameLoad GeneratorExp CompareIn NameLoad Call NameLoad Num Num comprehension NameStore Call NameLoad NameLoad CompareGt NameLoad Num keyword Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad Str Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad CompareGt NameLoad Num Assert CompareEqEq NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Call NameLoad Str Assert Call NameLoad NameLoad BinOpMult Num NameLoad Assert UnaryOpNot Call NameLoad NameLoad BinOpMult Num NameLoad Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Num Num Call NameLoad Str Num Num Assert Call NameLoad NameLoad NameLoad Assert Call NameLoad NameLoad BinOpMult Num NameLoad Assign TupleStore NameStore NameStore Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad BinOpAdd NameLoad NameLoad Num Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Call NameLoad Str Assert Call NameLoad NameLoad BinOpAdd NameLoad NameLoad Assign TupleStore NameStore NameStore Call NameLoad Call NameLoad NameLoad NameLoad CompareGt BinOpAdd NameLoad NameLoad Num Assert Call NameLoad NameLoad NameLoad decorator_list NameLoad FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Call NameLoad Str Num Num Call NameLoad Str Num Num Assign TupleStore NameStore NameStore Call NameLoad Str keyword NameLoad keyword NameLoad Assign NameStore Call NameLoad BinOpSub NameLoad NameLoad Call NameLoad BinOpAdd NameLoad NameLoad NameLoad Assert CompareEq Call NameLoad Call NameLoad NameLoad TupleLoad NameLoad UnaryOpUSub NameLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Assign NameStore Call NameLoad NameLoad Assert CompareEq Call AttributeLoad NameLoad attr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body ClassDef bases NameLoad NameLoad body Assign NameStore TupleLoad Str Str decorator_list Assign NameStore Call NameLoad Num Num Assert CompareEq AttributeLoad NameLoad attr Num Assert CompareEq AttributeLoad NameLoad attr Num Expr Call NameLoad NameLoad Lambda arguments args defaults AttributeLoad NameLoad attr ClassDef bases NameLoad NameLoad body Pass decorator_list Expr Call NameLoad NameLoad Lambda arguments args defaults AttributeLoad Call NameLoad Num Num attr decorator_list FunctionDef arguments args defaults body Assert CompareEq Call Call NameLoad Num Num Num Assert CompareEq Call Call NameLoad Num Num Call NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Num Assert AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Num Assert CompareEq Call NameLoad CompareLt NameLoad NameLoad Num Assert CompareEq Call NameLoad CompareGt NameLoad NameLoad Num Assert CompareEq Call NameLoad CompareLt NameLoad Num CompareGt NameLoad NameLoad Num Assert CompareEq Call NameLoad CompareLt NameLoad NameLoad CompareGt NameLoad NameLoad Num Assert CompareEq Call NameLoad CompareLt NameLoad NameLoad CompareGt NameLoad Num Num Assert CompareEq Call NameLoad CompareLt NameLoad Num CompareEq NameLoad Num Num Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad Num Expr Call NameLoad NameLoad Lambda arguments args defaults Call NameLoad CompareLt NameLoad Num Num decorator_list
N/A sympy EmptySet FiniteSet S Symbol Interval exp erf sqrt symbols simplify Eq cos And Tuple integrate oo sin Sum Basic DiracDelta sympy.stats Die Normal Exponential P E variance covariance skewness density given independent dependent where pspace random_symbols sample sympy.stats.rv ProductPSpace rs_swap Density NamedArgsMixin sympy.utilities.pytest raises XFAIL sympy.core.compatibility range sympy.abc x test_where N/A N/A N/A N/A N/A N/A X Y N/A N/A Die X N/A Die Y N/A Z N/A Normal Z 0 1 N/A N/A N/A N/A where N/A N/A Z 2 1 set N/A Interval -1 1 N/A N/A N/A N/A N/A where N/A N/A Z 2 1 as_boolean N/A N/A N/A Interval -1 1 as_relational N/A Z symbol N/A N/A N/A N/A N/A where N/A And N/A X Y N/A Y 4 as_boolean N/A And N/A Eq N/A X symbol 6 N/A Eq N/A Y symbol 5 N/A N/A N/A len N/A N/A where N/A X 3 set 2 N/A N/A 1 N/A N/A where N/A X 3 set N/A N/A X Y N/A N/A Normal X 0 1 N/A Normal Y 0 1 N/A N/A N/A N/A where N/A And N/A N/A X 2 1 N/A X 0 set N/A Interval 0 1 N/A XX N/A given X N/A And N/A N/A X 2 1 N/A X 0 N/A N/A N/A N/A N/A XX pspace domain set N/A Interval 0 1 N/A N/A N/A N/A N/A N/A XX pspace domain as_boolean N/A And N/A 0 N/A X symbol N/A N/A N/A X symbol 2 1 N/A N/A oo N/A X symbol N/A N/A X symbol oo N/A N/A raises TypeError N/A N/A XX N/A given X N/A X 3 N/A test_random_symbols N/A N/A N/A N/A N/A N/A X Y N/A N/A Normal X 0 1 N/A Normal Y 0 1 N/A N/A N/A set N/A random_symbols N/A N/A 2 X 1 N/A set N/A X N/A N/A N/A set N/A random_symbols N/A N/A 2 X Y N/A set N/A X Y N/A N/A N/A set N/A random_symbols N/A N/A 2 X N/A Y symbol N/A set N/A X N/A N/A N/A set N/A random_symbols 2 N/A set N/A test_pspace N/A N/A N/A N/A N/A N/A X Y N/A N/A Normal X 0 1 N/A Normal Y 0 1 N/A N/A raises ValueError N/A N/A N/A N/A N/A pspace N/A 5 3 N/A N/A raises ValueError N/A N/A N/A N/A N/A pspace N/A x 1 N/A N/A N/A pspace X N/A X pspace N/A N/A N/A pspace N/A N/A 2 X 1 N/A X pspace N/A N/A N/A pspace N/A N/A 2 X Y N/A ProductPSpace N/A Y pspace N/A X pspace N/A test_rs_swap N/A N/A N/A N/A N/A X N/A Normal x 0 1 N/A Y N/A Exponential y 1 N/A XX N/A Normal x 0 2 N/A YY N/A Normal y 0 3 N/A expr N/A N/A 2 X Y N/A N/A N/A N/A expr subs N/A rs_swap N/A X Y N/A YY XX N/A N/A 2 XX YY N/A test_RandomSymbol N/A N/A N/A N/A N/A X N/A Normal x 0 1 N/A Y N/A Normal x 0 2 N/A N/A N/A X symbol N/A Y symbol N/A N/A X Y N/A N/A N/A X name N/A N/A X symbol name N/A X N/A Normal lambda 0 1 N/A X N/A Normal Lambda 0 1 N/A test_RandomSymbol_diff N/A N/A N/A N/A N/A X N/A Normal x 0 1 N/A N/A N/A N/A 2 X diff X N/A test_overlap N/A N/A N/A N/A N/A X N/A Normal x 0 1 N/A Y N/A Normal x 0 2 N/A N/A raises ValueError N/A N/A N/A N/A N/A P N/A X Y N/A test_ProductPSpace N/A N/A N/A N/A N/A X N/A Normal X 0 1 N/A Y N/A Normal Y 0 1 N/A px N/A X pspace N/A py N/A Y pspace N/A N/A N/A pspace N/A X Y N/A ProductPSpace px py N/A N/A N/A pspace N/A X Y N/A ProductPSpace py px N/A test_E N/A N/A N/A N/A N/A N/A N/A E 5 5 N/A test_Sample N/A N/A N/A N/A N/A X N/A Die X 6 N/A Y N/A Normal Y 0 1 N/A z N/A Symbol z N/A N/A N/A sample X N/A 1 2 3 4 5 6 N/A N/A N/A sample N/A X Y is_Float N/A N/A N/A P N/A N/A X Y 0 N/A Y 0 numsamples 10 is_number N/A N/A N/A E N/A X Y numsamples 10 is_number N/A N/A N/A variance N/A X Y numsamples 10 is_number N/A N/A raises ValueError N/A N/A N/A N/A N/A P N/A Y z numsamples 5 N/A N/A N/A P N/A N/A sin Y 1 numsamples 10 1 N/A N/A N/A P N/A N/A sin Y 1 N/A N/A cos Y 1 numsamples 10 1 N/A N/A E N/A Sum N/A 1 N/A z Y N/A z 1 oo N/A Y 2 numsamples 3 N/A N/A all N/A N/A i N/A range 1 7 N/A i N/A density X numsamples 10 N/A N/A all N/A N/A i N/A range 4 7 N/A i N/A density X N/A X 3 numsamples 10 N/A test_given N/A N/A N/A N/A N/A X N/A Normal X 0 1 N/A Y N/A Normal Y 0 1 N/A A N/A given X True N/A B N/A given X N/A Y 2 N/A N/A X A B N/A test_dependence N/A N/A N/A N/A N/A N/A X Y N/A N/A Die X N/A Die Y N/A N/A independent X N/A 2 Y N/A N/A N/A dependent X N/A 2 Y N/A N/A X Y N/A N/A Normal X 0 1 N/A Normal Y 0 1 N/A N/A independent X Y N/A N/A dependent X N/A 2 X N/A N/A XX YY N/A given N/A Tuple X Y N/A Eq N/A X Y 3 N/A N/A dependent XX YY N/A test_dependent_finite N/A N/A N/A N/A N/A N/A X Y N/A N/A Die X N/A Die Y N/A N/A dependent X N/A Y X N/A N/A XX YY N/A given N/A Tuple X Y N/A N/A X Y 5 N/A N/A dependent XX YY N/A XFAIL test_normality N/A N/A N/A N/A N/A N/A X Y N/A N/A Normal X 0 1 N/A Normal Y 0 1 N/A N/A x z N/A symbols x, z real True finite True N/A dens N/A density N/A X Y N/A Eq N/A X Y z N/A N/A N/A integrate N/A dens x N/A x N/A oo oo 1 N/A test_Density N/A N/A N/A N/A N/A X N/A Die X 6 N/A d N/A Density X N/A N/A N/A N/A d doit N/A density X N/A test_NamedArgsMixin N/A N/A N/A N/A Foo N/A Basic NamedArgsMixin N/A N/A _argnames N/A foo bar N/A N/A a N/A Foo 1 2 N/A N/A N/A a foo 1 N/A N/A N/A a bar 2 N/A N/A raises AttributeError N/A N/A N/A N/A N/A a baz Bar N/A Basic NamedArgsMixin N/A N/A N/A N/A N/A raises AttributeError N/A N/A N/A N/A N/A N/A Bar 1 2 foo N/A test_density_constant N/A N/A N/A N/A N/A N/A N/A N/A density 3 2 0 N/A N/A N/A N/A density 3 3 N/A DiracDelta 0 N/A test_real N/A N/A N/A N/A N/A x N/A Normal x 0 1 N/A N/A x is_real N/A test_issue_10052 N/A N/A N/A N/A N/A X N/A Exponential X 3 N/A N/A N/A P N/A X oo 1 N/A N/A N/A P N/A X oo 0 N/A N/A N/A P N/A X 2 N/A X oo 0 N/A N/A N/A P N/A X oo N/A X oo 0 N/A N/A N/A P N/A X oo N/A X 2 1 N/A N/A N/A P N/A X 3 N/A X 2 0 N/A N/A raises ValueError N/A N/A N/A N/A N/A P 1 N/A N/A raises ValueError N/A N/A N/A N/A N/A P N/A X 1 2 N/A