| Mathematical functions |
| ********************** |
| |
| .. currentmodule:: mxnet.np |
| |
| .. note:: |
| |
| Currently, most of the math functions only support inputs and outputs of the same dtype. |
| This limitation usually results in imprecise outputs for ndarrays with integral dtype |
| while floating-point values are expected in the output. |
| Appropriate handling of ndarrays integral dtypes is in active development. |
| |
| |
| Trigonometric functions |
| ----------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| sin |
| cos |
| tan |
| arcsin |
| arccos |
| arctan |
| degrees |
| radians |
| hypot |
| arctan2 |
| deg2rad |
| rad2deg |
| |
| :: |
| |
| unwrap |
| |
| Hyperbolic functions |
| -------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| sinh |
| cosh |
| tanh |
| arcsinh |
| arccosh |
| arctanh |
| |
| Rounding |
| -------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| rint |
| fix |
| floor |
| ceil |
| trunc |
| around |
| |
| :: |
| |
| round_ |
| |
| |
| Sums, products, differences |
| --------------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| sum |
| prod |
| cumsum |
| |
| :: |
| |
| nanprod |
| nansum |
| cumprod |
| nancumprod |
| nancumsum |
| diff |
| ediff1d |
| gradient |
| cross |
| trapz |
| |
| Exponents and logarithms |
| ------------------------ |
| .. autosummary:: |
| :toctree: generated/ |
| |
| exp |
| expm1 |
| log |
| log10 |
| log2 |
| log1p |
| |
| :: |
| |
| exp2 |
| logaddexp |
| logaddexp2 |
| |
| Other special functions |
| ----------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| |
| :: |
| |
| i0 |
| sinc |
| |
| Floating point routines |
| ----------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| ldexp |
| |
| :: |
| |
| signbit |
| copysign |
| frexp |
| nextafter |
| spacing |
| |
| Rational routines |
| ----------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| lcm |
| |
| :: |
| |
| gcd |
| |
| Arithmetic operations |
| --------------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| add |
| reciprocal |
| negative |
| divide |
| power |
| subtract |
| mod |
| multiply |
| true_divide |
| remainder |
| |
| :: |
| |
| positive |
| floor_divide |
| float_power |
| |
| fmod |
| modf |
| divmod |
| |
| Handling complex numbers |
| ------------------------ |
| .. autosummary:: |
| :toctree: generated/ |
| |
| |
| :: |
| |
| angle |
| real |
| imag |
| conj |
| conjugate |
| |
| |
| Miscellaneous |
| ------------- |
| .. autosummary:: |
| :toctree: generated/ |
| |
| clip |
| |
| sqrt |
| cbrt |
| square |
| |
| absolute |
| sign |
| maximum |
| minimum |
| |
| :: |
| |
| convolve |
| |
| fabs |
| |
| heaviside |
| |
| fmax |
| fmin |
| |
| nan_to_num |
| real_if_close |
| |
| interp |
