Operations¶
Operation classes¶
-
class
UnaryOp
(fn, *, name=None)[source]¶ Bases:
funsor.ops.op.Op
-
class
TransformOp
(fn, *, name=None)[source]¶ Bases:
funsor.ops.op.UnaryOp
-
set_inv
(fn)[source]¶ Parameters: fn (callable) – A function that inputs an arg y
and outputs a valuex
such thaty=self(x)
.
-
Builtin operations¶
-
abs
= ops.abs¶
-
add
= ops.add¶
-
and_
= ops.and_¶
-
atanh
= ops.atanh¶
-
eq
= ops.eq¶
-
exp
= ops.exp¶
-
ge
= ops.ge¶
-
getitem
= ops.GetitemOp(0)¶ Op encoding an index into one dimension, e.g.
x[:,:,y]
for offset of 2.
-
gt
= ops.gt¶
-
invert
= ops.invert¶
-
le
= ops.le¶
-
lgamma
= ops.lgamma¶
-
log
= ops.log¶
-
log1p
= ops.log1p¶
-
lt
= ops.lt¶
-
matmul
= ops.matmul¶
-
max
= ops.max¶
-
min
= ops.min¶
-
mul
= ops.mul¶
-
ne
= ops.ne¶
-
neg
= ops.neg¶
-
nullop
= ops.nullop¶ Placeholder associative op that unifies with any other op
-
or_
= ops.or_¶
-
pow
= ops.pow¶
-
reciprocal
= ops.reciprocal¶
-
safediv
= ops.safediv¶
-
safesub
= ops.safesub¶
-
sigmoid
= ops.sigmoid¶
-
sqrt
= ops.sqrt¶
-
sub
= ops.sub¶
-
tanh
= ops.tanh¶
-
truediv
= ops.truediv¶
-
xor
= ops.xor¶
-
class
AssociativeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
NullOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
Placeholder associative op that unifies with any other op
-
class
GetitemOp
(offset)¶ Bases:
funsor.ops.op.Op
Op encoding an index into one dimension, e.g.
x[:,:,y]
for offset of 2.
-
class
AbsOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
AddOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
AndOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
AtanhOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
EqOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
ExpOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
GeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
GtOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
InvertOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
LeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
LgammaOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
Log1pOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
LogOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
LtOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
MatmulOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
MaxOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
MinOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
MulOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
NeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
NegOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
OrOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
PowOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
ReciprocalOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
SafedivOp
(fn, *, name=None)¶ Bases:
funsor.ops.TruedivOp
-
class
SafesubOp
(fn, *, name=None)¶ Bases:
funsor.ops.SubOp
-
class
SigmoidOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
SoftplusOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
SqrtOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
SubOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
TanhOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
TransformOp
(fn, *, name=None)[source]¶ Bases:
funsor.ops.op.UnaryOp
-
set_inv
(fn)[source]¶ Parameters: fn (callable) – A function that inputs an arg y
and outputs a valuex
such thaty=self(x)
.
-
-
class
TruedivOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
UnaryOp
(fn, *, name=None)[source]¶ Bases:
funsor.ops.op.Op
-
class
XorOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
Array operations¶
-
all
= ops.all¶
-
amax
= ops.amax¶
-
amin
= ops.amin¶
-
any
= ops.any¶
-
astype
= ops.astype¶
-
cat
= ops.cat¶
-
cholesky
= ops.cholesky¶
-
cholesky_inverse
= ops.cholesky_inverse¶
-
cholesky_solve
= ops.cholesky_solve¶
-
clamp
= ops.clamp¶
-
detach
= ops.detach¶
-
diagonal
= ops.diagonal¶
-
einsum
= ops.einsum¶
-
expand
= ops.expand¶
-
finfo
= ops.finfo¶
-
full_like
= ops.full_like¶
-
is_numeric_array
= ops.is_numeric_array¶
-
isnan
= ops.isnan¶
-
logaddexp
= ops.logaddexp¶
-
logsumexp
= ops.logsumexp¶
-
new_arange
= ops.new_arange¶
-
new_eye
= ops.new_eye¶
-
new_zeros
= ops.new_zeros¶
-
permute
= ops.permute¶
-
prod
= ops.prod¶
-
sample
= ops.sample¶
-
stack
= ops.stack¶
-
sum
= ops.sum¶
-
transpose
= ops.transpose¶
-
triangular_solve
= ops.triangular_solve¶
-
unsqueeze
= ops.unsqueeze¶
-
class
ReshapeOp
(shape)¶ Bases:
funsor.ops.op.Op
-
class
AddOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
AllOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AmaxOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AminOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AnyOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AssociativeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AstypeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
AtanhOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
CatOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
ClampOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
DiagonalOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
EinsumOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
ExpOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
Full_likeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
IsnanOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
Log1pOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
LogOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
LogaddexpOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
MaxOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
MinOp
(fn, *, name=None)¶ Bases:
funsor.ops.AssociativeOp
-
class
ProdOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
ReciprocalOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
SafedivOp
(fn, *, name=None)¶ Bases:
funsor.ops.TruedivOp
-
class
SafesubOp
(fn, *, name=None)¶ Bases:
funsor.ops.SubOp
-
class
SampleOp
(fn, *, name=None)¶ Bases:
funsor.ops.LogaddexpOp
-
class
SqrtOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.UnaryOp
-
class
StackOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
SumOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op
-
class
TanhOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.TransformOp
-
class
TransposeOp
(fn, *, name=None)¶ Bases:
funsor.ops.op.Op