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 CIVIDIS_R: [f32; 256] = [
    0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000,
    0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000,
    0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.003602, 0.017852, 0.032110, 0.046205,
    0.058378, 0.068968, 0.078624, 0.087465, 0.095645, 0.103401, 0.110658, 0.117612, 0.124291,
    0.130669, 0.136830, 0.142852, 0.148638, 0.154261, 0.159733, 0.165113, 0.170362, 0.175490,
    0.180503, 0.185453, 0.190303, 0.195057, 0.199764, 0.204385, 0.208926, 0.213431, 0.217863,
    0.222264, 0.226598, 0.230871, 0.235120, 0.239312, 0.243485, 0.247605, 0.251675, 0.255731,
    0.259740, 0.263738, 0.267693, 0.271639, 0.275513, 0.279411, 0.283240, 0.287065, 0.290884,
    0.294669, 0.298421, 0.302169, 0.305886, 0.309601, 0.313287, 0.316941, 0.320595, 0.324250,
    0.327875, 0.331474, 0.335073, 0.338673, 0.342246, 0.345793, 0.349341, 0.352892, 0.356418,
    0.359916, 0.363446, 0.366923, 0.370430, 0.373884, 0.377371, 0.380830, 0.384268, 0.387705,
    0.391151, 0.394568, 0.397991, 0.401418, 0.404820, 0.408226, 0.411607, 0.414992, 0.418383,
    0.421748, 0.425120, 0.428462, 0.431817, 0.435168, 0.438504, 0.441810, 0.445148, 0.448447,
    0.451759, 0.455072, 0.458366, 0.461616, 0.464947, 0.468254, 0.471501, 0.474812, 0.478186,
    0.481622, 0.485141, 0.488697, 0.492278, 0.495913, 0.499552, 0.503185, 0.506866, 0.510540,
    0.514226, 0.517920, 0.521643, 0.525348, 0.529086, 0.532829, 0.536553, 0.540307, 0.544069,
    0.547840, 0.551612, 0.555393, 0.559181, 0.562972, 0.566802, 0.570607, 0.574417, 0.578236,
    0.582087, 0.585916, 0.589753, 0.593622, 0.597469, 0.601354, 0.605211, 0.609105, 0.612977,
    0.616852, 0.620765, 0.624654, 0.628576, 0.632506, 0.636412, 0.640352, 0.644270, 0.648222,
    0.652178, 0.656114, 0.660082, 0.664055, 0.668008, 0.671991, 0.675981, 0.679979, 0.683950,
    0.687957, 0.691971, 0.695985, 0.700008, 0.704037, 0.708067, 0.712105, 0.716177, 0.720222,
    0.724274, 0.728334, 0.732422, 0.736488, 0.740589, 0.744664, 0.748772, 0.752886, 0.756975,
    0.761096, 0.765223, 0.769353, 0.773486, 0.777651, 0.781795, 0.785965, 0.790116, 0.794298,
    0.798480, 0.802667, 0.806859, 0.811054, 0.815274, 0.819499, 0.823729, 0.827959, 0.832192,
    0.836429, 0.840693, 0.844957, 0.849223, 0.853515, 0.857809, 0.862105, 0.866421, 0.870717,
    0.875057, 0.879378, 0.883720, 0.888081, 0.892440, 0.896818, 0.901195, 0.905589, 0.910000,
    0.914407, 0.918828, 0.923279, 0.927724, 0.932180, 0.936660, 0.941147, 0.945654, 0.950178,
    0.954725, 0.959284, 0.963872, 0.968469, 0.973114, 0.977780, 0.982497, 0.987293, 0.992218,
    0.994847, 0.995249, 0.995503, 0.995737,
];
pub(crate) static CIVIDIS_G: [f32; 256] = [
    0.135112, 0.138068, 0.141013, 0.143951, 0.146877, 0.149791, 0.152673, 0.155377, 0.157932,
    0.160495, 0.163058, 0.165621, 0.168204, 0.170800, 0.173420, 0.176082, 0.178802, 0.181610,
    0.184550, 0.186915, 0.188769, 0.190950, 0.193366, 0.195911, 0.198528, 0.201199, 0.203903,
    0.206629, 0.209372, 0.212122, 0.214879, 0.217643, 0.220406, 0.223170, 0.225935, 0.228697,
    0.231458, 0.234216, 0.236972, 0.239724, 0.242475, 0.245221, 0.247965, 0.250707, 0.253444,
    0.256180, 0.258914, 0.261644, 0.264372, 0.267099, 0.269823, 0.272546, 0.275266, 0.277985,
    0.280702, 0.283419, 0.286134, 0.288848, 0.291562, 0.294274, 0.296986, 0.299698, 0.302409,
    0.305120, 0.307831, 0.310542, 0.313253, 0.315965, 0.318677, 0.321390, 0.324103, 0.326816,
    0.329531, 0.332247, 0.334963, 0.337681, 0.340399, 0.343120, 0.345842, 0.348565, 0.351289,
    0.354016, 0.356744, 0.359474, 0.362206, 0.364939, 0.367676, 0.370414, 0.373153, 0.375896,
    0.378641, 0.381388, 0.384139, 0.386890, 0.389646, 0.392404, 0.395164, 0.397928, 0.400694,
    0.403464, 0.406236, 0.409011, 0.411790, 0.414572, 0.417357, 0.420145, 0.422937, 0.425733,
    0.428531, 0.431334, 0.434140, 0.436950, 0.439763, 0.442580, 0.445402, 0.448226, 0.451053,
    0.453887, 0.456718, 0.459552, 0.462405, 0.465241, 0.468083, 0.470960, 0.473832, 0.476699,
    0.479573, 0.482451, 0.485318, 0.488198, 0.491076, 0.493960, 0.496851, 0.499743, 0.502643,
    0.505546, 0.508454, 0.511367, 0.514285, 0.517207, 0.520135, 0.523067, 0.526005, 0.528948,
    0.531895, 0.534849, 0.537807, 0.540771, 0.543741, 0.546715, 0.549695, 0.552682, 0.555673,
    0.558670, 0.561674, 0.564682, 0.567697, 0.570718, 0.573743, 0.576777, 0.579816, 0.582861,
    0.585913, 0.588970, 0.592034, 0.595104, 0.598180, 0.601264, 0.604354, 0.607450, 0.610553,
    0.613664, 0.616780, 0.619904, 0.623034, 0.626171, 0.629316, 0.632468, 0.635626, 0.638793,
    0.641966, 0.645145, 0.648334, 0.651529, 0.654731, 0.657942, 0.661160, 0.664384, 0.667618,
    0.670859, 0.674107, 0.677364, 0.680629, 0.683900, 0.687181, 0.690470, 0.693766, 0.697071,
    0.700384, 0.703705, 0.707035, 0.710373, 0.713719, 0.717074, 0.720438, 0.723810, 0.727190,
    0.730580, 0.733978, 0.737385, 0.740801, 0.744226, 0.747659, 0.751101, 0.754553, 0.758014,
    0.761483, 0.764962, 0.768450, 0.771947, 0.775454, 0.778969, 0.782494, 0.786028, 0.789572,
    0.793125, 0.796687, 0.800258, 0.803839, 0.807430, 0.811030, 0.814639, 0.818257, 0.821885,
    0.825522, 0.829168, 0.832822, 0.836486, 0.840159, 0.843841, 0.847530, 0.851228, 0.854933,
    0.858646, 0.862365, 0.866089, 0.869819, 0.873550, 0.877281, 0.881008, 0.884718, 0.888385,
    0.892954, 0.898384, 0.903866, 0.909344,
];
pub(crate) static CIVIDIS_B: [f32; 256] = [
    0.304751, 0.311105, 0.317579, 0.323982, 0.330479, 0.337065, 0.343704, 0.350500, 0.357521,
    0.364534, 0.371608, 0.378769, 0.385902, 0.393100, 0.400353, 0.407577, 0.414764, 0.421859,
    0.428802, 0.435532, 0.439563, 0.441085, 0.441561, 0.441564, 0.441248, 0.440785, 0.440196,
    0.439531, 0.438863, 0.438105, 0.437342, 0.436593, 0.435790, 0.435067, 0.434308, 0.433547,
    0.432840, 0.432148, 0.431404, 0.430752, 0.430120, 0.429528, 0.428908, 0.428325, 0.427790,
    0.427299, 0.426788, 0.426329, 0.425924, 0.425497, 0.425126, 0.424809, 0.424480, 0.424206,
    0.423914, 0.423678, 0.423498, 0.423304, 0.423167, 0.423014, 0.422917, 0.422873, 0.422814,
    0.422810, 0.422789, 0.422821, 0.422837, 0.422979, 0.423031, 0.423211, 0.423373, 0.423517,
    0.423716, 0.423973, 0.424213, 0.424512, 0.424790, 0.425120, 0.425512, 0.425889, 0.426250,
    0.426670, 0.427144, 0.427605, 0.428053, 0.428559, 0.429127, 0.429685, 0.430226, 0.430823,
    0.431501, 0.432075, 0.432796, 0.433428, 0.434209, 0.434890, 0.435653, 0.436475, 0.437305,
    0.438096, 0.438986, 0.439848, 0.440708, 0.441642, 0.442570, 0.443577, 0.444578, 0.445560,
    0.446640, 0.447692, 0.448864, 0.449982, 0.451134, 0.452341, 0.453659, 0.454885, 0.456264,
    0.457582, 0.458976, 0.460457, 0.461969, 0.463395, 0.464908, 0.466357, 0.467681, 0.468845,
    0.469767, 0.470384, 0.471008, 0.471453, 0.471751, 0.472032, 0.472305, 0.472432, 0.472550,
    0.472640, 0.472707, 0.472639, 0.472660, 0.472543, 0.472401, 0.472352, 0.472163, 0.471947,
    0.471704, 0.471439, 0.471147, 0.470829, 0.470488, 0.469988, 0.469593, 0.469172, 0.468724,
    0.468118, 0.467618, 0.467090, 0.466401, 0.465821, 0.465074, 0.464441, 0.463638, 0.462950,
    0.462237, 0.461351, 0.460583, 0.459641, 0.458668, 0.457818, 0.456791, 0.455886, 0.454801,
    0.453689, 0.452702, 0.451534, 0.450338, 0.449270, 0.448018, 0.446736, 0.445424, 0.444251,
    0.442886, 0.441491, 0.440072, 0.438624, 0.437147, 0.435647, 0.434117, 0.432386, 0.430805,
    0.429194, 0.427554, 0.425717, 0.424028, 0.422131, 0.420393, 0.418448, 0.416472, 0.414659,
    0.412638, 0.410587, 0.408516, 0.406422, 0.404112, 0.401966, 0.399613, 0.397423, 0.395016,
    0.392597, 0.390153, 0.387684, 0.385198, 0.382504, 0.379785, 0.377043, 0.374292, 0.371529,
    0.368747, 0.365746, 0.362741, 0.359729, 0.356500, 0.353259, 0.350011, 0.346571, 0.343333,
    0.339685, 0.336241, 0.332599, 0.328770, 0.324968, 0.320982, 0.317021, 0.312889, 0.308594,
    0.304348, 0.299960, 0.295244, 0.290611, 0.285880, 0.280876, 0.275815, 0.270532, 0.265085,
    0.259365, 0.253563, 0.247445, 0.241310, 0.234677, 0.227954, 0.220878, 0.213336, 0.205468,
    0.203445, 0.207561, 0.212370, 0.217772,
];