Description
EDIT: the relevant list for an MVP is #87 (comment).
The rest is maybe-some-day-if-need-arises.
Splitting it off gh-86, here's the difference in API surfaces of NumPy and this wrapper. We can edit the order to reflect priorities:
>>> import numpy as np
>>> import torch_np as tnp
>>> npset = set(x for x in dir(np) if not x.startswith('_') and not inspect.ismodule(x) and not x[0].isupper())
>>> tnpset = set(dir(tnp))
>>> for name in sorted(npset - tnpset):
... print("-[ ]", name)
EDIT: now lightly edited:
- append
- apply_along_axis
- apply_over_axes
- argpartition
- asanyarray
- asarray_chkfinite
- ascontiguousarray
- asfortranarray
- bartlett
- bitwise_not -- MAINT: add several missing aliases #88
- blackman
- block
- bmat
- c_
- cfloat -- MAINT: add several missing aliases #88
- choose
- complex_ -- MAINT: add several missing aliases #88
- compress
- convolve
- copyto
- correlate
- cross
- delete
- digitize
- e
- ediff1d
- einsum
- einsum_path
- euler_gamma
- extract
- find_common_type
- fix -- MAINT: add several missing aliases #88
- frexp
- from_dlpack
- gradient
- hamming
- hanning
- histogram
- histogram2d
- histogram_bin_edges
- histogramdd
- in1d
- infty
- insert
- interp
- isfortran
- isin
- issubclass_
- ix_
- kaiser
- mgrid
- min_scalar_type
- mod -- MAINT: add several missing aliases #88
- nbytes
- ogrid
- pad
- partition
- piecewise
- place
- promote_types
- put
- putmask
- r_
- resize
- roots
- select
- singlecomplex -- MAINT: add several missing aliases #88
- take
- tensordot
- true_divide -- MAINT: add several missing aliases #88
- typename
- unwrap
Lower prio:
memmap
ndenumerate
ndindex
nditer
nested_iters
setxor1d
setdiff1d
vectorize
trapz
trim_zeros
version
sort_complex
flatiter
union1d
unpackbits
packbits
Low prio if at all:
array2string
array_repr
array_str
busday_count
busday_offset
busdaycalendar
byte_bounds
bytes_
cast
ctypeslib
deprecate
deprecate_with_doc
format_float_positional
format_float_scientific
format_parser
get_array_wrap
get_include
get_printoptions
getbufsize
geterr
geterrcall
geterrobj
obj2sctype
poly
poly1d
polyadd
polyder
polydiv
polyfit
polyint
polymul
polynomial
polysub
polyval
sctype2char
sctypeDict
seterr
seterrcall
seterrobj
set_numeric_ops
set_printoptions
set_string_function
setbufsize
shares_memory
source
tracemalloc_domain (?)
test
testing
use_hugepage
who
save
savetxt
savez
savez_compressed
show_config
show_runtime
frombuffer
fromfile
fromfunction
fromiter
frompyfunc
fromregex
fromstring
genfromtxt
base_repr
binary_repr
may_share_memory
broadcast
printoptions
issctype
issubsctype
require
lookfor
load
loadtxt
mask_indices
kernel_version
lexsort
little_endian
maximum_sctype
intersect1d
Definitely not (no pytorch equivalents):
add_docstring
add_newdoc
add_newdoc_ufunc
asmatrix
char
character
chararray
clongdouble
clongfloat
complex256
compare_chararrays
datetime64
datetime_as_string
datetime_data
flexible
float128
isnat
is_busday
longcomplex
longdouble
longfloat
matrix
rec
recarray
recfromcsv
recfromtxt
record
ushort
uint
uint16
uint32
uint64
uintc
uintp
ulonglong
unicode_
void
spacing
str_
string_
timedelta64
safe_eval
numarray
oldnumeric
object_
fastCopyAndTranspose (deprecated in numpy)
msort (deprecated in numpy)
disp
info
iterable