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NumPy Coverage Tables

This file is automatically generated by ./scripts/numpy_coverage_tables.py. Please do not edit this file directly, but instead edit ./scripts/numpy_coverage_tables.py and run it to generate this file. The following tables show the NumPy functions supported by Heat.

Table of Contents

  1. NumPy Mathematical Functions
  2. NumPy Array Creation
  3. NumPy Array Manipulation
  4. NumPy Binary Operations
  5. NumPy IO Operations
  6. NumPy LinAlg Operations
  7. NumPy Logic Functions
  8. NumPy Sorting Operations
  9. NumPy Statistical Operations
  10. NumPy Random Operations

NumPy Mathematical Functions

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NumPy Mathematical Functions Heat
sin ✅
cos ✅
tan ✅
arcsin ✅
arccos ✅
arctan ✅
hypot ✅
arctan2 ✅
degrees ✅
radians ✅
unwrap ❌
deg2rad ✅
rad2deg ✅
sinh ✅
cosh ✅
tanh ✅
arcsinh ✅
arccosh ✅
arctanh ✅
round ✅
around ❌
rint ❌
fix ❌
floor ✅
ceil ✅
trunc ✅
prod ✅
sum ✅
nanprod ✅
nansum ✅
cumprod ✅
cumsum ✅
nancumprod ❌
nancumsum ❌
diff ✅
ediff1d ❌
gradient ❌
cross ✅
trapz ❌
exp ✅
expm1 ✅
exp2 ✅
log ✅
log10 ✅
log2 ✅
log1p ✅
logaddexp ✅
logaddexp2 ✅
i0 ❌
sinc ❌
signbit ✅
copysign ✅
frexp ❌
ldexp ❌
nextafter ❌
spacing ❌
lcm ✅
gcd ✅
add ✅
reciprocal ❌
positive ✅
negative ✅
multiply ✅
divide ✅
power ✅
subtract ✅
true_divide ❌
floor_divide ✅
float_power ❌
fmod ✅
mod ✅
modf ✅
remainder ✅
divmod ❌
angle ✅
real ✅
imag ✅
conj ✅
conjugate ✅
maximum ✅
max ✅
amax ❌
fmax ❌
nanmax ❌
minimum ✅
min ✅
amin ❌
fmin ❌
nanmin ❌
convolve ✅
clip ✅
sqrt ✅
cbrt ❌
square ✅
absolute ✅
fabs ✅
sign ✅
heaviside ❌
nan_to_num ✅
real_if_close ❌
interp ❌

NumPy Array Creation

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NumPy Array Creation Heat
empty ✅
empty_like ✅
eye ✅
identity ❌
ones ✅
ones_like ✅
zeros ✅
zeros_like ✅
full ✅
full_like ✅
array ✅
asarray ✅
asanyarray ❌
ascontiguousarray ❌
asmatrix ❌
copy ✅
frombuffer ❌
from_dlpack ❌
fromfile ❌
fromfunction ❌
fromiter ❌
fromstring ❌
loadtxt ❌
arange ✅
linspace ✅
logspace ✅
geomspace ❌
meshgrid ✅
mgrid ❌
ogrid ❌
diag ✅
diagflat ❌
tri ❌
tril ✅
triu ✅
vander ❌
mat ❌
bmat ❌

NumPy Array Manipulation

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NumPy Array Manipulation Heat
copyto ❌
shape ✅
reshape ✅
ravel ✅
flat ❌
flatten ✅
moveaxis ✅
rollaxis ❌
swapaxes ✅
T ❌
transpose ✅
atleast_1d ❌
atleast_2d ❌
atleast_3d ❌
broadcast ❌
broadcast_to ✅
broadcast_arrays ✅
expand_dims ✅
squeeze ✅
asarray ✅
asanyarray ❌
asmatrix ❌
asfarray ❌
asfortranarray ❌
ascontiguousarray ❌
asarray_chkfinite ❌
require ❌
concatenate ✅
stack ✅
block ❌
vstack ✅
hstack ✅
dstack ❌
column_stack ✅
row_stack ✅
split ✅
array_split ❌
dsplit ✅
hsplit ✅
vsplit ✅
tile ✅
repeat ✅
delete ❌
insert ❌
append ❌
resize ❌
trim_zeros ❌
unique ✅
flip ✅
fliplr ✅
flipud ✅
reshape ✅
roll ✅
rot90 ✅

NumPy Binary Operations

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NumPy Binary Operations Heat
bitwise_and ✅
bitwise_or ✅
bitwise_xor ✅
invert ✅
left_shift ✅
right_shift ✅
packbits ❌
unpackbits ❌
binary_repr ❌

NumPy IO Operations

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NumPy IO Operations Heat
load ✅
save ✅
savez ❌
savez_compressed ❌
loadtxt ❌
savetxt ❌
genfromtxt ❌
fromregex ❌
fromstring ❌
tofile ❌
tolist ❌
array2string ❌
array_repr ❌
array_str ❌
format_float_positional ❌
format_float_scientific ❌
memmap ❌
open_memmap ❌
set_printoptions ✅
get_printoptions ✅
set_string_function ❌
printoptions ❌
binary_repr ❌
base_repr ❌
DataSource ❌
format ❌

NumPy LinAlg Operations

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NumPy LinAlg Operations Heat
dot ✅
linalg.multi_dot ❌
vdot ✅
inner ❌
outer ✅
matmul ✅
tensordot ❌
einsum ❌
einsum_path ❌
linalg.matrix_power ❌
kron ❌
linalg.cholesky ❌
linalg.qr ✅
linalg.svd ❌
linalg.eig ❌
linalg.eigh ❌
linalg.eigvals ❌
linalg.eigvalsh ❌
linalg.norm ✅
linalg.cond ❌
linalg.det ✅
linalg.matrix_rank ❌
linalg.slogdet ❌
trace ✅
linalg.solve ❌
linalg.tensorsolve ❌
linalg.lstsq ❌
linalg.inv ✅
linalg.pinv ❌
linalg.tensorinv ❌

NumPy Logic Functions

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NumPy Logic Functions Heat
all ✅
any ✅
isfinite ✅
isinf ✅
isnan ✅
isnat ❌
isneginf ✅
isposinf ✅
iscomplex ✅
iscomplexobj ❌
isfortran ❌
isreal ✅
isrealobj ❌
isscalar ❌
logical_and ✅
logical_or ✅
logical_not ✅
logical_xor ✅
allclose ✅
isclose ✅
array_equal ❌
array_equiv ❌
greater ✅
greater_equal ✅
less ✅
less_equal ✅
equal ✅
not_equal ✅

NumPy Sorting Operations

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NumPy Sorting Operations Heat
sort ✅
lexsort ❌
argsort ❌
sort ✅
sort_complex ❌
partition ❌
argpartition ❌
argmax ✅
nanargmax ❌
argmin ✅
nanargmin ❌
argwhere ❌
nonzero ✅
flatnonzero ❌
where ✅
searchsorted ❌
extract ❌
count_nonzero ❌

NumPy Statistical Operations

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NumPy Statistical Operations Heat
ptp ❌
percentile ✅
nanpercentile ❌
quantile ❌
nanquantile ❌
median ✅
average ✅
mean ✅
std ✅
var ✅
nanmedian ❌
nanmean ❌
nanstd ❌
nanvar ❌
corrcoef ❌
correlate ❌
cov ✅
histogram ✅
histogram2d ❌
histogramdd ❌
bincount ✅
histogram_bin_edges ❌
digitize ✅

NumPy Random Operations

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NumPy Random Operations Heat
random.rand ✅
random.randn ✅
random.randint ✅
random.random_integers ❌
random.random_sample ✅
random.ranf ✅
random.sample ✅
random.choice ❌
random.bytes ❌
random.shuffle ❌
random.permutation ✅
random.seed ✅
random.get_state ✅
random.set_state ✅