``brainunit.math`` module ========================= .. currentmodule:: brainunit.math .. automodule:: brainunit.math Activation Functions -------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst relu relu6 sigmoid softplus sparse_plus sparse_sigmoid soft_sign silu swish log_sigmoid leaky_relu hard_sigmoid hard_silu hard_swish hard_tanh elu celu selu gelu glu squareplus mish Unit Processing --------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst is_dimensionless is_unitless get_dim get_unit get_mantissa get_magnitude display_in_unit maybe_decimal check_dims check_units fail_for_dimension_mismatch fail_for_unit_mismatch assert_quantity get_or_create_dimension Einstein Operations ------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst einreduce einrearrange einrepeat einshape einsum Functions that Accepting Unitless --------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst exprel set_exprel_order exp exp2 expm1 log log10 log1p log2 arccos arccosh arcsin arcsinh arctan arctanh cos cosh sin sinc sinh tan tanh deg2rad rad2deg degrees radians angle frexp hypot arctan2 logaddexp logaddexp2 corrcoef correlate cov ldexp bitwise_not invert bitwise_and bitwise_or bitwise_xor left_shift right_shift Array Creation Functions ------------------------ .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst full eye identity tri empty ones zeros full_like diag tril triu empty_like ones_like zeros_like fill_diagonal array asarray arange linspace logspace meshgrid vander tril_indices tril_indices_from triu_indices triu_indices_from from_numpy as_numpy tree_ones_like tree_zeros_like Functions that Changing Unit ---------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst reciprocal prod product nancumprod nanprod cumprod cumproduct var nanvar cbrt square sqrt multiply divide power cross true_divide floor_divide float_power divmod convolve dot multi_dot vdot vecdot inner outer kron matmul tensordot matrix_power Functions that Keeping Unit --------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst row_stack concatenate stack vstack hstack dstack column_stack block append split array_split dsplit hsplit vsplit atleast_1d atleast_2d atleast_3d broadcast_arrays broadcast_to reshape moveaxis transpose swapaxes tile repeat flip fliplr flipud roll expand_dims squeeze sort max min amax amin diagflat diagonal choose ravel flatten unflatten remove_diag astype real imag conj conjugate negative positive abs sum nancumsum nansum cumsum ediff1d absolute fabs median nanmin nanmax ptp average mean std nanmedian nanmean nanstd diff rot90 intersect1d nan_to_num percentile nanpercentile quantile nanquantile round around rint floor ceil trunc fix modf fmod mod copysign remainder maximum minimum fmax fmin lcm gcd trace add subtract nextafter promote_dtypes interp clip histogram compress extract take select where unique gather Functions that Removing Unit ---------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst iscomplexobj heaviside signbit sign bincount digitize get_promote_dtypes all any logical_not equal not_equal greater greater_equal less less_equal array_equal isclose allclose logical_and logical_or logical_xor alltrue sometrue argsort argmax argmin nanargmax nanargmin argwhere nonzero flatnonzero searchsorted count_nonzero diag_indices_from Other Functions --------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst finfo iinfo is_quantity issubdtype result_type ndim isreal isscalar isfinite isinf isnan shape size get_dtype is_float is_int broadcast_shapes gradient bartlett blackman hamming hanning kaiser bool_ uint2 uint4 uint8 uint16 uint32 uint64 int2 int4 int8 int16 int32 int64 bfloat16 float16 float32 float64 complex64 complex128 int_ uint float_ complex_ single double csingle cdouble inexact dtype e pi inf nan euler_gamma newaxis