Tracking Examples: np module

[bmwoodruff]

This module is all the functions in the base namespace. It's very large. Some functions appear in other name spaces (you can find this by following the See also: sections in the docstring). If that occurs, compare your results from AI with what appears in the other name space.

• Claim a group by making a comment below.
• ~While Nebari is generating examples~ See the log files for the output from Llama3. Spend some time with the functions to see what they do.
• Some of these functions are NOT something we need to add examples to. You'll have to decide that.
• When you've finished the group of 10, check it off.

np

npGroups:

• [ ] Group 1
• [ ] Group 2
• [ ] Group 3
• [ ] Group 4
• [ ] Group 5
• [ ] Group 6
• [ ] Group 7
• [ ] Group 8
• [ ] Group 9
• [ ] Group 10
• [ ] Group 11
• [ ] Group 12
• [ ] Group 13
• [ ] Group 14
• [ ] Group 15
• [ ] Group 16
• [ ] Group 17
• [ ] Group 18
• [ ] Group 19
• [ ] Group 20
• [ ] Group 21
• [ ] Group 22
• [ ] Group 23
• [ ] Group 24
• [ ] Group 25
• [ ] Group 26
• [ ] Group 27
• [ ] Group 28
• [ ] Group 29
• [ ] Group 30
• [ ] Group 31
• [ ] Group 32
• [ ] Group 33
• [ ] Group 34
• [ ] Group 35
• [ ] Group 36
• [ ] Group 37
• [ ] Group 38

Group 1	Group 2	Group 3	Group 4	Group 5
abs	any	arctan2	array_equiv	asinh
absolute	append	arctanh	array_repr	asmatrix
acos	apply_along_axis	argmax	array_split	astype
acosh	apply_over_axes	argmin	array_str	atan
add	arange	argsort	asanyarray	atan2
all	arccos	argwhere	asarray	atanh
allclose	arccosh	around	asarray_chkfinite	atleast_1d
amax	arcsin	array	ascontiguousarray	atleast_2d
amin	arcsinh	array2string	asfortranarray	atleast_3d
angle	arctan	array_equal	asin	average

Group 6	Group 7	Group 8	Group 9	Group 10
bartlett	bitwise_right_shift	can_cast	conj	count_nonzero
base_repr	bitwise_xor	cbrt	conjugate	cov
binary_repr	blackman	ceil	convolve	cross
bincount	block	choose	copy	cumprod
bitwise_and	bmat	clip	copysign	cumsum
bitwise_count	broadcast_arrays	column_stack	copyto	datetime_as_string
bitwise_invert	broadcast_shapes	common_type	corrcoef	datetime_data
bitwise_left_shift	broadcast_to	compress	correlate	deg2rad
bitwise_not	busday_count	concat	cos	degrees
bitwise_or	busday_offset	concatenate	cosh	delete

Group 11	Group 12	Group 13	Group 14	Group 15
diag	dstack	extract	floor	fromfile
diag_indices	ediff1d	eye	floor_divide	fromfunction
diag_indices_from	einsum	fabs	fmax	fromiter
diagflat	einsum_path	fill_diagonal	fmin	frompyfunc
diff	empty	fix	fmod	fromregex
digitize	empty_like	flatnonzero	format_float_positional	full
divide	equal	flip	format_float_scientific	full_like
divmod	exp	fliplr	frexp	gcd
dot	exp2	flipud	from_dlpack	genfromtxt
dsplit	expm1	float_power	frombuffer	geomspace

Group 16	Group 17	Group 18	Group 19	Group 20
get_include	heaviside	imag	isclose	isneginf
get_printoptions	histogram	in1d	iscomplex	isposinf
getbufsize	histogram2d	indices	iscomplexobj	isreal
geterr	histogram_bin_edges	info	isdtype	isrealobj
geterrcall	histogramdd	inner	isfinite	isscalar
gradient	hsplit	insert	isfortran	issubdtype
greater	hstack	interp	isin	iterable
greater_equal	hypot	intersect1d	isinf	ix_
hamming	i0	invert	isnan	kaiser
hanning	identity	is_busday	isnat	kron

Group 21	Group 22	Group 23	Group 24	Group 25
lcm	log10	mask_indices	min_scalar_type	nancumprod
ldexp	log1p	matmul	minimum	nancumsum
left_shift	log2	matrix_transpose	mintypecode	nanmax
less	logaddexp	max	mod	nanmean
less_equal	logaddexp2	maximum	modf	nanmedian
lexsort	logical_and	may_share_memory	moveaxis	nanmin
linspace	logical_not	mean	multiply	nanpercentile
load	logical_or	median	nan_to_num	nanprod
loadtxt	logical_xor	meshgrid	nanargmax	nanquantile
log	logspace	min	nanargmin	nanstd

Group 26	Group 27	Group 28	Group 29	Group 30
nansum	outer	polydiv	prod	ravel_multi_index
nanvar	packbits	polyfit	promote_types	real
ndim	pad	polyint	ptp	real_if_close
negative	percentile	polymul	put	reciprocal
nested_iters	permute_dims	polysub	put_along_axis	remainder
nextafter	piecewise	polyval	putmask	repeat
nonzero	place	positive	quantile	require
not_equal	poly	pow	rad2deg	reshape
ones	polyadd	power	radians	resize
ones_like	polyder	printoptions	ravel	result_type

Group 31	Group 32	Group 33	Group 34	Group 35
right_shift	savez_compressed	shares_memory	sort_complex	swapaxes
rint	searchsorted	show_config	spacing	take
roll	select	show_runtime	split	take_along_axis
rollaxis	set_printoptions	sign	sqrt	tan
roots	setbufsize	signbit	square	tanh
rot90	setdiff1d	sin	squeeze	tensordot
round	seterr	sinc	stack	tile
row_stack	seterrcall	sinh	std	trace
savetxt	setxor1d	size	subtract	transpose
savez	shape	sort	sum	trapezoid

Group 36	Group 37	Group 38
tri	typename	vander
tril	union1d	var
tril_indices	unique	vdot
tril_indices_from	unique_all	vecdot
trim_zeros	unique_counts	vsplit
triu	unique_inverse	vstack
triu_indices	unique_values	where
triu_indices_from	unpackbits	zeros
true_divide	unravel_index	zeros_like
trunc	unwrap

[bmwoodruff]

After discussion at the triage meeting, adding examples to every function in NumPy is not wanted. Focus on just the functions that don't have examples. After we review the prompt generator, and guarantee that the newly generated examples do indeed add something of more than just marginal value, we can revisit this topic. I'm closing this issue for now.