jormungandr.autodiff.VariableMatrix Class Reference

Public Member Functions
None	__init__ (self)
None	__init__ (self, int rows)
None	__init__ (self, int rows, int cols)
None	__init__ (self, Sequence[Sequence[float]] list)
None	__init__ (self, Sequence[Sequence[Variable]] list)
None	__init__ (self, Variable variable)
None	__init__ (self, VariableBlock values)
None	__init__ (self, VariableBlock arg)
None	set_value (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] values)
None	set_value (self, Annotated[ArrayLike, dict(dtype='float32', shape=(None, None))] values)
None	set_value (self, Annotated[ArrayLike, dict(dtype='int64', shape=(None, None))] values)
None	set_value (self, Annotated[ArrayLike, dict(dtype='int32', shape=(None, None))] values)
Variable	__setitem__ (self, int row, Variable value)
None	__setitem__ (self, tuple slices, object value)
Variable	__getitem__ (self, int row)
object	__getitem__ (self, tuple slices)
VariableBlock	row (self, int row)
VariableBlock	col (self, int col)
VariableMatrix	__mul__ (self, VariableMatrix rhs)
VariableMatrix	__mul__ (self, Variable rhs)
VariableMatrix	__mul__ (self, float rhs)
VariableMatrix	__mul__ (self, VariableBlock rhs)
VariableMatrix	__rmul__ (self, VariableMatrix lhs)
VariableMatrix	__rmul__ (self, Variable lhs)
VariableMatrix	__rmul__ (self, float lhs)
VariableMatrix	__rmul__ (self, VariableBlock rhs)
VariableMatrix	__matmul__ (self, VariableMatrix rhs)
VariableMatrix	__matmul__ (self, VariableBlock rhs)
object	__array_ufunc__ (self, object ufunc, str method, *inputs, **kwargs)
VariableMatrix	__truediv__ (self, Variable rhs)
VariableMatrix	__truediv__ (self, float rhs)
VariableMatrix	__itruediv__ (self, Variable rhs)
VariableMatrix	__itruediv__ (self, float rhs)
VariableMatrix	__add__ (self, VariableMatrix rhs)
VariableMatrix	__add__ (self, Variable rhs)
VariableMatrix	__add__ (self, VariableMatrix rhs)
VariableMatrix	__add__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
VariableMatrix	__add__ (self, VariableBlock rhs)
VariableMatrix	__radd__ (self, Variable lhs)
VariableMatrix	__radd__ (self, float lhs)
VariableMatrix	__radd__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] lhs)
VariableMatrix	__sub__ (self, VariableMatrix rhs)
VariableMatrix	__sub__ (self, Variable rhs)
VariableMatrix	__sub__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
VariableMatrix	__sub__ (self, VariableBlock rhs)
VariableMatrix	__rsub__ (self, Variable lhs)
VariableMatrix	__rsub__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] lhs)
VariableMatrix	__neg__ (self)
Variable	__pow__ (self, int power)
VariableMatrix	T (self)
int	rows (self)
int	cols (self)
tuple	shape (self)
float	value (self, int row, int col)
float	value (self, int index)
Annotated[ArrayLike, dict(dtype='float64', shape=(None, None), order='F')]	value (self)
VariableMatrix	cwise_transform (self, Callable[[Variable], Variable] func)
EqualityConstraints	__eq__ (self, VariableMatrix rhs)
EqualityConstraints	__eq__ (self, Variable rhs)
EqualityConstraints	__eq__ (self, float rhs)
EqualityConstraints	__eq__ (self, int rhs)
EqualityConstraints	__eq__ (self, Variable lhs)
EqualityConstraints	__eq__ (self, float lhs)
EqualityConstraints	__eq__ (self, int lhs)
EqualityConstraints	__eq__ (self, VariableBlock rhs)
EqualityConstraints	__eq__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
InequalityConstraints	__lt__ (self, VariableMatrix rhs)
InequalityConstraints	__lt__ (self, Variable rhs)
InequalityConstraints	__lt__ (self, float rhs)
InequalityConstraints	__lt__ (self, int rhs)
InequalityConstraints	__lt__ (self, Variable lhs)
InequalityConstraints	__lt__ (self, float lhs)
InequalityConstraints	__lt__ (self, int lhs)
InequalityConstraints	__lt__ (self, VariableBlock rhs)
InequalityConstraints	__lt__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
InequalityConstraints	__gt__ (self, Variable lhs)
InequalityConstraints	__gt__ (self, float lhs)
InequalityConstraints	__gt__ (self, int lhs)
InequalityConstraints	__gt__ (self, VariableMatrix rhs)
InequalityConstraints	__gt__ (self, Variable rhs)
InequalityConstraints	__gt__ (self, float rhs)
InequalityConstraints	__gt__ (self, int rhs)
InequalityConstraints	__gt__ (self, VariableBlock rhs)
InequalityConstraints	__gt__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
InequalityConstraints	__le__ (self, VariableMatrix rhs)
InequalityConstraints	__le__ (self, Variable rhs)
InequalityConstraints	__le__ (self, float rhs)
InequalityConstraints	__le__ (self, int rhs)
InequalityConstraints	__le__ (self, Variable lhs)
InequalityConstraints	__le__ (self, float lhs)
InequalityConstraints	__le__ (self, int lhs)
InequalityConstraints	__le__ (self, VariableBlock rhs)
InequalityConstraints	__le__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
InequalityConstraints	__ge__ (self, Variable lhs)
InequalityConstraints	__ge__ (self, float lhs)
InequalityConstraints	__ge__ (self, int lhs)
InequalityConstraints	__ge__ (self, VariableMatrix rhs)
InequalityConstraints	__ge__ (self, Variable rhs)
InequalityConstraints	__ge__ (self, float rhs)
InequalityConstraints	__ge__ (self, int rhs)
InequalityConstraints	__ge__ (self, VariableBlock rhs)
InequalityConstraints	__ge__ (self, Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))] rhs)
int	__len__ (self)
Iterator[Variable]	__iter__ (self)

Static Public Member Functions
VariableMatrix	zero (int rows, int cols)
VariableMatrix	ones (int rows, int cols)

Detailed Description

A matrix of autodiff variables.

Constructor & Destructor Documentation

__init__() [1/8]

None jormungandr.autodiff.VariableMatrix.__init__

(

self

)

Constructs an empty VariableMatrix.

__init__() [2/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		int	rows
	)

Constructs a VariableMatrix column vector with the given rows.

Parameter ``rows``:
    The number of matrix rows.

__init__() [3/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		int	rows,
		int	cols
	)

Constructs a zero-initialized VariableMatrix with the given
dimensions.

Parameter ``rows``:
    The number of matrix rows.

Parameter ``cols``:
    The number of matrix columns.

__init__() [4/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		Sequence[Sequence[float]]	list
	)

Constructs a scalar VariableMatrix from a nested list of Variables.

Parameter ``list``:
    The nested list of Variables.

__init__() [5/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		Sequence[Sequence[Variable]]	list
	)

Constructs a scalar VariableMatrix from a nested list of doubles.

This overload is for Python bindings only.

Parameter ``list``:
    The nested list of Variables.

__init__() [6/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		Variable	variable
	)

Constructs a VariableMatrix from an Eigen diagonal matrix.

Parameter ``values``:
    Diagonal matrix of values.

__init__() [7/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		VariableBlock	values
	)

Constructs a scalar VariableMatrix from a Variable.

Parameter ``variable``:
    Variable.

__init__() [8/8]

None jormungandr.autodiff.VariableMatrix.__init__	(		self,
		VariableBlock	arg
	)

Member Function Documentation

__add__() [1/5]

VariableMatrix jormungandr.autodiff.VariableMatrix.__add__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

__add__() [2/5]

VariableMatrix jormungandr.autodiff.VariableMatrix.__add__	(		self,
		Variable	rhs
	)

__add__() [3/5]

VariableMatrix jormungandr.autodiff.VariableMatrix.__add__	(		self,
		VariableBlock	rhs
	)

__add__() [4/5]

VariableMatrix jormungandr.autodiff.VariableMatrix.__add__	(		self,
		VariableMatrix	rhs
	)

__add__() [5/5]

VariableMatrix jormungandr.autodiff.VariableMatrix.__add__	(		self,
		VariableMatrix	rhs
	)

__array_ufunc__()

object jormungandr.autodiff.VariableMatrix.__array_ufunc__	(		self,
		object	ufunc,
		str	method,
		*	inputs,
		**	kwargs
	)

__eq__() [1/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

__eq__() [2/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		float	lhs
	)

__eq__() [3/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		float	rhs
	)

__eq__() [4/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		int	lhs
	)

__eq__() [5/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		int	rhs
	)

__eq__() [6/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		Variable	lhs
	)

__eq__() [7/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		Variable	rhs
	)

__eq__() [8/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		VariableBlock	rhs
	)

__eq__() [9/9]

EqualityConstraints jormungandr.autodiff.VariableMatrix.__eq__	(		self,
		VariableMatrix	rhs
	)

Equality operator that returns an equality constraint for two
Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [1/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [2/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		float	lhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [3/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		float	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [4/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		int	lhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [5/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		int	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [6/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		Variable	lhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [7/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		Variable	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [8/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		VariableBlock	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__ge__() [9/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__ge__	(		self,
		VariableMatrix	rhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__getitem__() [1/2]

Variable jormungandr.autodiff.VariableMatrix.__getitem__	(		self,
		int	row
	)

Returns a block pointing to the given row.

Parameter ``row``:
    The block row.

__getitem__() [2/2]

object jormungandr.autodiff.VariableMatrix.__getitem__	(		self,
		tuple	slices
	)

Returns a block pointing to the given row and column.

Parameter ``row``:
    The block row.

Parameter ``col``:
    The block column.

__gt__() [1/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [2/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		float	lhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [3/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		float	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [4/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		int	lhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [5/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		int	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [6/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		Variable	lhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [7/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		Variable	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [8/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		VariableBlock	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__gt__() [9/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__gt__	(		self,
		VariableMatrix	rhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__iter__()

Iterator[Variable] jormungandr.autodiff.VariableMatrix.__iter__

(

self

)

__itruediv__() [1/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__itruediv__	(		self,
		float	rhs
	)

__itruediv__() [2/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__itruediv__	(		self,
		Variable	rhs
	)

Compound matrix division-assignment operator (only enabled when rhs is
a scalar).

Parameter ``rhs``:
    Variable to divide.

__le__() [1/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [2/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		float	lhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [3/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		float	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [4/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		int	lhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [5/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		int	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [6/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		Variable	lhs
	)

Greater-than-or-equal-to comparison operator that returns an
inequality constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [7/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		Variable	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [8/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		VariableBlock	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__le__() [9/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__le__	(		self,
		VariableMatrix	rhs
	)

Less-than-or-equal-to comparison operator that returns an inequality
constraint for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__len__()

int jormungandr.autodiff.VariableMatrix.__len__

(

self

)

Returns number of rows in the matrix.

__lt__() [1/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [2/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		float	lhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [3/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		float	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [4/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		int	lhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [5/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		int	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [6/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		Variable	lhs
	)

Greater-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [7/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		Variable	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [8/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		VariableBlock	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__lt__() [9/9]

InequalityConstraints jormungandr.autodiff.VariableMatrix.__lt__	(		self,
		VariableMatrix	rhs
	)

Less-than comparison operator that returns an inequality constraint
for two Variables.

Parameter ``lhs``:
    Left-hand side.

Parameter ``rhs``:
    Left-hand side.

__matmul__() [1/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__matmul__	(		self,
		VariableBlock	rhs
	)

__matmul__() [2/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__matmul__	(		self,
		VariableMatrix	rhs
	)

__mul__() [1/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__mul__	(		self,
		float	rhs
	)

__mul__() [2/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__mul__	(		self,
		Variable	rhs
	)

__mul__() [3/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__mul__	(		self,
		VariableBlock	rhs
	)

__mul__() [4/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__mul__	(		self,
		VariableMatrix	rhs
	)

__neg__()

VariableMatrix jormungandr.autodiff.VariableMatrix.__neg__

(

self

)

__pow__()

Variable jormungandr.autodiff.VariableMatrix.__pow__	(		self,
		int	power
	)

__radd__() [1/3]

VariableMatrix jormungandr.autodiff.VariableMatrix.__radd__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	lhs
	)

__radd__() [2/3]

VariableMatrix jormungandr.autodiff.VariableMatrix.__radd__	(		self,
		float	lhs
	)

__radd__() [3/3]

VariableMatrix jormungandr.autodiff.VariableMatrix.__radd__	(		self,
		Variable	lhs
	)

__rmul__() [1/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rmul__	(		self,
		float	lhs
	)

__rmul__() [2/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rmul__	(		self,
		Variable	lhs
	)

__rmul__() [3/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rmul__	(		self,
		VariableBlock	rhs
	)

__rmul__() [4/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rmul__	(		self,
		VariableMatrix	lhs
	)

__rsub__() [1/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rsub__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	lhs
	)

__rsub__() [2/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__rsub__	(		self,
		Variable	lhs
	)

__setitem__() [1/2]

Variable jormungandr.autodiff.VariableMatrix.__setitem__	(		self,
		int	row,
		Variable	value
	)

__setitem__() [2/2]

None jormungandr.autodiff.VariableMatrix.__setitem__	(		self,
		tuple	slices,
		object	value
	)

__sub__() [1/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__sub__	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	rhs
	)

__sub__() [2/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__sub__	(		self,
		Variable	rhs
	)

__sub__() [3/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__sub__	(		self,
		VariableBlock	rhs
	)

__sub__() [4/4]

VariableMatrix jormungandr.autodiff.VariableMatrix.__sub__	(		self,
		VariableMatrix	rhs
	)

__truediv__() [1/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__truediv__	(		self,
		float	rhs
	)

__truediv__() [2/2]

VariableMatrix jormungandr.autodiff.VariableMatrix.__truediv__	(		self,
		Variable	rhs
	)

col()

VariableBlock jormungandr.autodiff.VariableMatrix.col	(		self,
		int	col
	)

Returns a column slice of the variable matrix.

Parameter ``col``:
    The column to slice.

cols()

int jormungandr.autodiff.VariableMatrix.cols

(

self

)

Returns number of columns in the matrix.

cwise_transform()

VariableMatrix jormungandr.autodiff.VariableMatrix.cwise_transform	(		self,
		Callable[[Variable], Variable]	func
	)

Transforms the matrix coefficient-wise with an unary operator.

Parameter ``unary_op``:
    The unary operator to use for the transform operation.

ones()

VariableMatrix jormungandr.autodiff.VariableMatrix.ones ( int  rows, int  cols  )

static

Returns a variable matrix filled with ones.

Parameter ``rows``:
    The number of matrix rows.

Parameter ``cols``:
    The number of matrix columns.

row()

VariableBlock jormungandr.autodiff.VariableMatrix.row	(		self,
		int	row
	)

Returns a row slice of the variable matrix.

Parameter ``row``:
    The row to slice.

rows()

int jormungandr.autodiff.VariableMatrix.rows

(

self

)

Returns number of rows in the matrix.

set_value() [1/4]

None jormungandr.autodiff.VariableMatrix.set_value	(		self,
		Annotated[ArrayLike, dict(dtype='float32', shape=(None, None))]	values
	)

set_value() [2/4]

None jormungandr.autodiff.VariableMatrix.set_value	(		self,
		Annotated[ArrayLike, dict(dtype='float64', shape=(None, None))]	values
	)

Sets the VariableMatrix's internal values.

Parameter ``values``:
    Eigen matrix of values.

set_value() [3/4]

None jormungandr.autodiff.VariableMatrix.set_value	(		self,
		Annotated[ArrayLike, dict(dtype='int32', shape=(None, None))]	values
	)

set_value() [4/4]

None jormungandr.autodiff.VariableMatrix.set_value	(		self,
		Annotated[ArrayLike, dict(dtype='int64', shape=(None, None))]	values
	)

shape()

tuple jormungandr.autodiff.VariableMatrix.shape

(

self

)

T()

VariableMatrix jormungandr.autodiff.VariableMatrix.T

(

self

)

Returns the transpose of the variable matrix.

value() [1/3]

Annotated[ArrayLike, dict(dtype='float64', shape=(None, None), order='F')] jormungandr.autodiff.VariableMatrix.value

(

self

)

Returns the contents of the variable matrix.

value() [2/3]

float jormungandr.autodiff.VariableMatrix.value	(		self,
		int	index
	)

Returns a row of the variable column vector.

Parameter ``index``:
    The index of the element to return.

value() [3/3]

float jormungandr.autodiff.VariableMatrix.value	(		self,
		int	row,
		int	col
	)

Returns an element of the variable matrix.

Parameter ``row``:
    The row of the element to return.

Parameter ``col``:
    The column of the element to return.

zero()

VariableMatrix jormungandr.autodiff.VariableMatrix.zero ( int  rows, int  cols  )

static

Returns a variable matrix filled with zeroes.

Parameter ``rows``:
    The number of matrix rows.

Parameter ``cols``:
    The number of matrix columns.

---

The documentation for this class was generated from the following file:

• jormungandr/autodiff/__init__.py