Mathematical functions#

The following table lists both implemented and not implemented methods. If you have need of an operation that is listed as not implemented, feel free to open an issue on the GitHub repository, or give a thumbs up to already created issues. Contributions are also welcome!

The following table is structured as follows: The first column contains the method name. The second column contains link to a description of corresponding numpy method. The third column is a flag for whether or not there is an implementation in Xorbits for the method in the left column. Y stands for yes, N stands for no, P standsfor partial (meaning some parameters may not be supported yet), and D stands for default to numpy.

Trigonometric functions#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`sin`	sin	Y
`cos`	cos	Y
`tan`	tan	Y
`arcsin`	arcsin	Y
`arccos`	arccos	Y
`arctan`	arctan	Y
`hypot`	hypot	Y
`arctan2`	arctan2	Y
`degrees`	degrees	Y
`radians`	radians	Y
`unwrap`	unwrap	Y
`deg2rad`	deg2rad	Y
`rad2deg`	rad2deg	Y

Hyperbolic functions#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`sinh`	sinh	Y
`cosh`	cosh	Y
`tanh`	tanh	Y
`arcsinh`	arcsinh	Y
`arccosh`	arccosh	Y
`arctanh`	arctanh	Y

Rounding#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`around`	around	Y
`rint`	rint	Y
`fix`	fix	Y
`floor`	floor	Y
`ceil`	ceil	Y
`trunc`	trunc	Y

Sums, products, differences#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`prod`	prod	Y
`sum`	sum	Y
`nanprod`	nanprod	Y
`nansum`	nansum	Y
`cumprod`	cumprod	Y
`cumsum`	cumsum	Y
`nancumprod`	nancumprod	Y
`nancumsum`	nancumsum	Y
`diff`	diff	Y
`ediff1d`	ediff1d	Y
`gradient`	gradient	Y
`cross`	cross	Y
`trapz`	trapz	Y

Exponents and logarithms#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`exp`	exp	Y
`expm1`	expm1	Y
`exp2`	exp2	Y
`log`	log	Y
`log10`	log10	Y
`log2`	log2	Y
`log1p`	log1p	Y
`logaddexp`	logaddexp	Y
`logaddexp2`	logaddexp2	Y

Other special functions#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`i0`	i0	Y
`sinc`	sinc	Y

Floating point routines#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`signbit`	signbit	Y
`copysign`	copysign	Y
`frexp`	frexp	Y
`ldexp`	ldexp	Y
`nextafter`	nextafter	Y
`spacing`	spacing	Y

Rational routines#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`lcm`	lcm	Y
`gcd`	gcd	Y

Arithmetic operations#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`add`	add	Y
`reciprocal`	reciprocal	Y
`positive`	positive	Y
`negative`	negative	Y
`multiply`	multiply	Y
`divide`	divide	Y
`power`	power	Y
`subtract`	subtract	Y
`true_divide`	true_divide	Y
`floor_divide`	floor_divide	Y
`float_power`	float_power	Y
`fmod`	fmod	Y
`mod`	mod	Y
`modf`	modf	Y
`remainder`	remainder	Y
`divmod`	divmod	Y

Handling complex numbers#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`angle`	angle	Y
`real`	real	Y
`imag`	imag	Y
`conj`	conj	Y
`conjugate`	conjugate	Y

Extrema Finding#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`maximum`	maximum	Y
`fmax`	fmax	Y
`amax`	amax	Y
`nanmax`	nanmax	Y
`minimum`	minimum	Y
`fmin`	fmin	Y
`amin`	amin	Y
`nanmin`	nanmin	Y

Miscellaneous#

`xorbits.numpy`	`numpy`	Implemented? (Y/N/P/D)	Notes for Current implementation
`convolve`	convolve	Y
`clip`	clip	Y
`sqrt`	sqrt	Y
`cbrt`	cbrt	Y
`square`	square	Y
`absolute`	absolute	Y
`fabs`	fabs	Y
`sign`	sign	Y
`heaviside`	heaviside	Y
`nan_to_num`	nan_to_num	Y
`real_if_close`	real_if_close	Y
`interp`	interp	Y