scalet 0.1.1

Continious wavelet transform
Documentation 
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/*
 * // Copyright (c) Radzivon Bartoshyk 12/2025. All rights reserved.
 * //
 * // Redistribution and use in source and binary forms, with or without modification,
 * // are permitted provided that the following conditions are met:
 * //
 * // 1.  Redistributions of source code must retain the above copyright notice, this
 * // list of conditions and the following disclaimer.
 * //
 * // 2.  Redistributions in binary form must reproduce the above copyright notice,
 * // this list of conditions and the following disclaimer in the documentation
 * // and/or other materials provided with the distribution.
 * //
 * // 3.  Neither the name of the copyright holder nor the names of its
 * // contributors may be used to endorse or promote products derived from
 * // this software without specific prior written permission.
 * //
 * // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 * // DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
 * // FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
 * // DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
 * // SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
 * // CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
 * // OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 * // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */

pub(crate) static MAGMA_R: [f32; 256] = [
    0.001462, 0.002258, 0.003279, 0.004512, 0.005950, 0.007588, 0.009426, 0.011465, 0.013708,
    0.016156, 0.018815, 0.021692, 0.024792, 0.028123, 0.031696, 0.035520, 0.039608, 0.043830,
    0.048062, 0.052320, 0.056615, 0.060949, 0.065330, 0.069764, 0.074257, 0.078815, 0.083446,
    0.088155, 0.092949, 0.097833, 0.102815, 0.107899, 0.113094, 0.118405, 0.123833, 0.129380,
    0.135053, 0.140858, 0.146785, 0.152839, 0.159018, 0.165308, 0.171713, 0.178212, 0.184801,
    0.191460, 0.198177, 0.204935, 0.211718, 0.218512, 0.225302, 0.232077, 0.238826, 0.245543,
    0.252220, 0.258857, 0.265447, 0.271994, 0.278493, 0.284951, 0.291366, 0.297740, 0.304081,
    0.310382, 0.316654, 0.322899, 0.329114, 0.335308, 0.341482, 0.347636, 0.353773, 0.359898,
    0.366012, 0.372116, 0.378211, 0.384299, 0.390384, 0.396467, 0.402548, 0.408629, 0.414709,
    0.420791, 0.426877, 0.432967, 0.439062, 0.445163, 0.451271, 0.457386, 0.463508, 0.469640,
    0.475780, 0.481929, 0.488088, 0.494258, 0.500438, 0.506629, 0.512831, 0.519045, 0.525270,
    0.531507, 0.537755, 0.544015, 0.550287, 0.556571, 0.562866, 0.569172, 0.575490, 0.581819,
    0.588158, 0.594508, 0.600868, 0.607238, 0.613617, 0.620005, 0.626401, 0.632805, 0.639216,
    0.645633, 0.652056, 0.658483, 0.664915, 0.671349, 0.677786, 0.684224, 0.690661, 0.697098,
    0.703532, 0.709962, 0.716387, 0.722805, 0.729216, 0.735616, 0.742004, 0.748378, 0.754737,
    0.761077, 0.767398, 0.773695, 0.779968, 0.786212, 0.792427, 0.798608, 0.804752, 0.810855,
    0.816914, 0.822926, 0.828886, 0.834791, 0.840636, 0.846416, 0.852126, 0.857763, 0.863320,
    0.868793, 0.874176, 0.879464, 0.884651, 0.889731, 0.894700, 0.899552, 0.904281, 0.908884,
    0.913354, 0.917689, 0.921884, 0.925937, 0.929845, 0.933606, 0.937221, 0.940687, 0.944006,
    0.947180, 0.950210, 0.953099, 0.955849, 0.958464, 0.960949, 0.963310, 0.965549, 0.967671,
    0.969680, 0.971582, 0.973381, 0.975082, 0.976690, 0.978210, 0.979645, 0.981000, 0.982279,
    0.983485, 0.984622, 0.985693, 0.986700, 0.987646, 0.988533, 0.989363, 0.990138, 0.990871,
    0.991558, 0.992196, 0.992785, 0.993326, 0.993834, 0.994309, 0.994738, 0.995122, 0.995480,
    0.995810, 0.996096, 0.996341, 0.996580, 0.996775, 0.996925, 0.997077, 0.997186, 0.997254,
    0.997325, 0.997351, 0.997351, 0.997341, 0.997285, 0.997228, 0.997138, 0.997019, 0.996898,
    0.996727, 0.996571, 0.996369, 0.996162, 0.995932, 0.995680, 0.995424, 0.995131, 0.994851,
    0.994524, 0.994222, 0.993866, 0.993545, 0.993170, 0.992831, 0.992440, 0.992089, 0.991688,
    0.991332, 0.990930, 0.990570, 0.990175, 0.989815, 0.989434, 0.989077, 0.988717, 0.988367,
    0.988033, 0.987691, 0.987387, 0.987053,
];
pub(crate) static MAGMA_G: [f32; 256] = [
    0.000466, 0.001295, 0.002305, 0.003490, 0.004843, 0.006356, 0.008022, 0.009828, 0.011771,
    0.013840, 0.016026, 0.018320, 0.020715, 0.023201, 0.025765, 0.028397, 0.031090, 0.033830,
    0.036607, 0.039407, 0.042160, 0.044794, 0.047318, 0.049726, 0.052017, 0.054184, 0.056225,
    0.058133, 0.059904, 0.061531, 0.063010, 0.064335, 0.065492, 0.066479, 0.067295, 0.067935,
    0.068391, 0.068654, 0.068738, 0.068637, 0.068354, 0.067911, 0.067305, 0.066576, 0.065732,
    0.064818, 0.063862, 0.062907, 0.061992, 0.061158, 0.060445, 0.059889, 0.059517, 0.059352,
    0.059415, 0.059706, 0.060237, 0.060994, 0.061978, 0.063168, 0.064553, 0.066117, 0.067835,
    0.069702, 0.071690, 0.073782, 0.075972, 0.078236, 0.080564, 0.082946, 0.085373, 0.087831,
    0.090314, 0.092816, 0.095332, 0.097855, 0.100379, 0.102902, 0.105420, 0.107930, 0.110431,
    0.112920, 0.115395, 0.117855, 0.120298, 0.122724, 0.125132, 0.127522, 0.129893, 0.132245,
    0.134577, 0.136891, 0.139186, 0.141462, 0.143719, 0.145958, 0.148179, 0.150383, 0.152569,
    0.154739, 0.156894, 0.159033, 0.161158, 0.163269, 0.165368, 0.167454, 0.169530, 0.171596,
    0.173652, 0.175701, 0.177743, 0.179779, 0.181811, 0.183840, 0.185867, 0.187893, 0.189921,
    0.191952, 0.193986, 0.196027, 0.198075, 0.200133, 0.202203, 0.204286, 0.206384, 0.208501,
    0.210638, 0.212797, 0.214982, 0.217194, 0.219437, 0.221713, 0.224025, 0.226377, 0.228772,
    0.231214, 0.233705, 0.236249, 0.238851, 0.241514, 0.244242, 0.247040, 0.249911, 0.252861,
    0.255895, 0.259016, 0.262229, 0.265540, 0.268953, 0.272473, 0.276106, 0.279857, 0.283729,
    0.287728, 0.291859, 0.296125, 0.300530, 0.305079, 0.309773, 0.314616, 0.319610, 0.324755,
    0.330052, 0.335500, 0.341098, 0.346844, 0.352734, 0.358764, 0.364929, 0.371224, 0.377643,
    0.384178, 0.390820, 0.397563, 0.404400, 0.411324, 0.418323, 0.425390, 0.432519, 0.439703,
    0.446936, 0.454210, 0.461520, 0.468861, 0.476226, 0.483612, 0.491014, 0.498428, 0.505851,
    0.513280, 0.520713, 0.528148, 0.535582, 0.543015, 0.550446, 0.557873, 0.565296, 0.572706,
    0.580107, 0.587502, 0.594891, 0.602275, 0.609644, 0.616999, 0.624350, 0.631696, 0.639027,
    0.646344, 0.653659, 0.660969, 0.668256, 0.675541, 0.682828, 0.690088, 0.697349, 0.704611,
    0.711848, 0.719089, 0.726324, 0.733545, 0.740772, 0.747981, 0.755190, 0.762398, 0.769591,
    0.776795, 0.783977, 0.791167, 0.798348, 0.805527, 0.812706, 0.819875, 0.827052, 0.834213,
    0.841387, 0.848540, 0.855711, 0.862859, 0.870024, 0.877168, 0.884330, 0.891470, 0.898627,
    0.905763, 0.912915, 0.920049, 0.927196, 0.934329, 0.941470, 0.948604, 0.955742, 0.962878,
    0.970012, 0.977154, 0.984288, 0.991438,
];
pub(crate) static MAGMA_B: [f32; 256] = [
    0.013866, 0.018331, 0.023708, 0.029965, 0.037130, 0.044973, 0.052844, 0.060750, 0.068667,
    0.076603, 0.084584, 0.092610, 0.100676, 0.108787, 0.116965, 0.125209, 0.133515, 0.141886,
    0.150327, 0.158841, 0.167446, 0.176129, 0.184892, 0.193735, 0.202660, 0.211667, 0.220755,
    0.229922, 0.239164, 0.248477, 0.257854, 0.267289, 0.276784, 0.286321, 0.295879, 0.305443,
    0.315000, 0.324538, 0.334011, 0.343404, 0.352688, 0.361816, 0.370771, 0.379497, 0.387973,
    0.396152, 0.404009, 0.411514, 0.418647, 0.425392, 0.431742, 0.437695, 0.443256, 0.448436,
    0.453248, 0.457710, 0.461840, 0.465660, 0.469190, 0.472451, 0.475462, 0.478243, 0.480812,
    0.483186, 0.485380, 0.487408, 0.489287, 0.491024, 0.492631, 0.494121, 0.495501, 0.496778,
    0.497960, 0.499053, 0.500067, 0.501002, 0.501864, 0.502658, 0.503386, 0.504052, 0.504662,
    0.505215, 0.505714, 0.506160, 0.506555, 0.506901, 0.507198, 0.507448, 0.507652, 0.507809,
    0.507921, 0.507989, 0.508011, 0.507988, 0.507920, 0.507806, 0.507648, 0.507443, 0.507192,
    0.506895, 0.506551, 0.506159, 0.505719, 0.505230, 0.504692, 0.504105, 0.503466, 0.502777,
    0.502035, 0.501241, 0.500394, 0.499492, 0.498536, 0.497524, 0.496456, 0.495332, 0.494150,
    0.492910, 0.491611, 0.490253, 0.488836, 0.487358, 0.485819, 0.484219, 0.482558, 0.480835,
    0.479049, 0.477201, 0.475290, 0.473316, 0.471279, 0.469180, 0.467018, 0.464794, 0.462509,
    0.460162, 0.457755, 0.455289, 0.452765, 0.450184, 0.447543, 0.444848, 0.442102, 0.439305,
    0.436461, 0.433573, 0.430644, 0.427671, 0.424666, 0.421631, 0.418573, 0.415496, 0.412403,
    0.409303, 0.406205, 0.403118, 0.400047, 0.397002, 0.393995, 0.391037, 0.388137, 0.385308,
    0.382563, 0.379915, 0.377376, 0.374959, 0.372677, 0.370541, 0.368567, 0.366762, 0.365136,
    0.363701, 0.362468, 0.361438, 0.360619, 0.360014, 0.359630, 0.359469, 0.359529, 0.359810,
    0.360311, 0.361030, 0.361965, 0.363111, 0.364466, 0.366025, 0.367783, 0.369734, 0.371874,
    0.374198, 0.376698, 0.379371, 0.382210, 0.385210, 0.388365, 0.391671, 0.395122, 0.398714,
    0.402441, 0.406299, 0.410283, 0.414390, 0.418613, 0.422950, 0.427397, 0.431951, 0.436607,
    0.441361, 0.446213, 0.451160, 0.456192, 0.461314, 0.466526, 0.471811, 0.477182, 0.482635,
    0.488154, 0.493755, 0.499428, 0.505167, 0.510983, 0.516859, 0.522806, 0.528821, 0.534892,
    0.541039, 0.547233, 0.553499, 0.559820, 0.566202, 0.572645, 0.579140, 0.585701, 0.592307,
    0.598983, 0.605696, 0.612482, 0.619299, 0.626189, 0.633109, 0.640099, 0.647116, 0.654202,
    0.661309, 0.668481, 0.675675, 0.682926, 0.690198, 0.697519, 0.704863, 0.712242, 0.719649,
    0.727077, 0.734536, 0.742002, 0.749504,
];