From 8b446aefe104bc6be18ba0987bd0f664abd77908 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Fri, 11 Oct 2024 15:18:08 +0000
Subject: [PATCH] Revert gh-2082 with w/a for gemm issue in OneMKL
 df5158618dae0ed139dd7f62f21c0fa6e708b200

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 <h1>Comparison Table NumPy/ DPNP/ CuPy<a class="headerlink" href="#comparison-table-numpy-dpnp-cupy" title="Link to this heading"></a></h1>
 <p>Here is a list of NumPy and CuPy APIs and its corresponding DPNP implementations.</p>
 <p><code class="docutils literal notranslate"><span class="pre">-</span></code> in DPNP column means that DPNP implementation is not provided yet.</p>
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 <section id="summary">
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360, 361, 365, 368, 369, 373, 395, 417, 424, 425, 427, 429, 430, 431, 432, 436, 439, 440, 442, 450, 452, 455, 456, 457, 459, 460, 461, 462, 465, 466, 467, 468, 469, 480, 482, 483, 484, 485, 486, 487, 488, 498, 506], "In": [4, 10, 31, 32, 85, 86, 103, 104, 122, 123, 124, 127, 129, 159, 192, 197, 203, 206, 220, 225, 244, 245, 247, 249, 251, 365, 368, 373, 417, 422, 423, 431, 432, 459, 461, 479], "It": [4, 10, 16, 21, 22, 31, 32, 68, 85, 86, 95, 97, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 159, 196, 198, 220, 228, 231, 242, 243, 244, 245, 246, 247, 248, 250, 252, 365, 431, 432, 443, 457, 459, 461, 484, 506], "Its": [68, 211, 369, 467], "NOT": [59, 173, 221, 222, 223, 224], "No": [41, 42, 103, 192], "Not": [16, 21, 42, 177, 241, 244, 245, 246, 248, 249, 251, 365], "OR": [21, 58, 59, 60, 61, 173, 221, 222, 223, 224], "On": 4, "One": [53, 54, 55, 83, 100, 101, 127, 431], "Or": [159, 469], "That": 227, "The": [3, 4, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 65, 68, 69, 70, 71, 75, 76, 77, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 168, 171, 173, 174, 176, 177, 178, 179, 183, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 201, 203, 204, 205, 206, 207, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 225, 226, 227, 228, 229, 230, 234, 235, 236, 237, 239, 240, 241, 242, 243, 244, 245, 246, 248, 249, 250, 251, 252, 306, 311, 320, 327, 329, 333, 338, 350, 351, 352, 353, 354, 355, 356, 357, 360, 362, 363, 364, 365, 367, 368, 369, 371, 372, 373, 376, 378, 379, 389, 394, 395, 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"__next__": 137, "__setitem__": [98, 137], "__sycl_usm_array_interface__": 44, "_dtypes_list": 0, "a1": [37, 38], "a2": [37, 38], "a_": 10, "a_k": 10, "a_m": 10, "a_resamp": 127, "ab": [6, 10, 12, 17, 174], "abc": 103, "abcd": 104, "about": [43, 45, 98, 135, 195, 317, 430, 498], "abov": [3, 13, 14, 24, 25, 26, 27, 30, 46, 47, 52, 84, 89, 92, 119, 124, 129, 133, 171, 206, 226, 241, 427, 470, 471, 475], "absolut": [6, 11, 17, 20, 115, 156, 174, 188, 207, 250, 252, 366, 425, 457, 482, 484, 506], "accept": [33, 103, 373, 450, 472, 476], "access": [10, 90, 91, 134, 227, 472, 476, 498], "accord": [16, 21, 56, 64, 101, 133, 135, 195, 196, 197, 198, 226, 231, 247, 250, 252, 427, 434, 457, 484], "accordingli": [246, 248], "account": [422, 431], "accumul": [84, 85, 86, 103, 163, 244, 245, 249, 251, 365, 459, 467], "accur": [101, 112, 159, 217, 219], "accuraci": [122, 123, 124, 127, 129], "achiev": 103, "aco": 24, "acosh": 25, "across": [93, 164, 244, 245, 249, 251], "activ": 4, "actual": [101, 163, 164, 192, 203], "ad": [17, 101, 104, 111, 127, 174, 194, 207, 220, 482, 502], "add": [6, 101, 506], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [84, 192, 247, 480], "address": 101, "adjac": 482, "advanc": 103, "advers": 103, "advis": 4, "affect": [23, 93, 103, 134, 163, 164], "after": [100, 134, 352, 392, 436], "ag": 101, "against": [17, 31, 32, 62, 63, 68, 81, 158, 174, 204, 205, 229, 235, 242, 243, 249, 251, 365, 369, 459, 462], "ai": [3, 369, 462], "ai_max": 462, "ai_min": 462, "ainv": [199, 211], "al": 10, "algebra": [491, 502], "algorithm": [10, 103, 104, 116, 122, 130], "alia": [10, 13, 14, 18, 19, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 59, 70, 71, 96, 106, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 155, 173, 189, 237, 253, 357, 360, 363, 364, 373, 403, 406, 408, 422, 428, 431, 434, 440, 468, 478, 482, 487, 490], "alias": [9, 121, 122, 127, 129], "align": 101, "all": [4, 6, 9, 17, 20, 21, 22, 37, 38, 42, 49, 56, 69, 81, 88, 94, 98, 100, 101, 103, 104, 109, 110, 112, 114, 119, 120, 124, 125, 128, 129, 133, 134, 139, 140, 141, 149, 150, 152, 157, 159, 166, 168, 170, 186, 192, 202, 205, 213, 225, 229, 235, 242, 243, 246, 248, 306, 309, 316, 329, 365, 375, 424, 425, 436, 440, 443, 455, 459, 480, 487, 498, 506], "allclos": [6, 37, 174, 199, 205, 206, 208, 209, 212], "alloc": [3, 4, 22, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 105, 106, 114, 118, 132, 136, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 180, 181, 213, 214, 225, 226, 227, 231, 234, 247, 250, 252, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 414, 417, 427, 455, 457, 470, 472, 476, 483, 484, 489, 490], "allow": [39, 49, 98, 103, 163, 164, 220, 227, 306, 335, 461, 498], "alltru": 6, "almost": [34, 195, 472], "along": [3, 4, 16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 84, 85, 86, 89, 90, 92, 93, 94, 98, 99, 100, 102, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 139, 140, 141, 145, 146, 151, 157, 159, 165, 166, 171, 204, 206, 211, 212, 213, 225, 226, 229, 230, 231, 232, 233, 235, 236, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 303, 304, 305, 312, 313, 323, 325, 330, 331, 339, 342, 344, 346, 347, 349, 361, 365, 367, 368, 369, 422, 427, 429, 436, 437, 438, 440, 443, 449, 450, 452, 456, 457, 459, 461, 462, 465, 466, 467, 469, 472, 473, 476, 477, 480, 482, 484, 486, 487, 498], "alpha": [374, 379, 380, 396, 399], "alreadi": [4, 10, 41, 42, 53, 54, 55, 358, 480], "also": [3, 4, 10, 13, 14, 15, 17, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 76, 96, 98, 101, 103, 107, 111, 119, 124, 128, 129, 130, 133, 142, 144, 145, 146, 147, 151, 153, 156, 159, 160, 161, 162, 163, 167, 174, 188, 189, 190, 191, 192, 219, 220, 227, 230, 236, 237, 239, 240, 338, 353, 354, 363, 364, 411, 428, 434, 458, 461, 478, 480, 498], "alter": 93, "altern": [3, 4, 16, 21, 85, 86, 97, 98, 228, 229, 231, 235, 244, 245, 247, 249, 250, 251, 252, 348, 365, 457, 459, 484], "although": [20, 101, 123, 124, 125, 466], "alwai": [4, 10, 13, 14, 24, 25, 26, 27, 28, 30, 33, 40, 46, 47, 49, 50, 52, 93, 98, 99, 102, 115, 142, 148, 165, 196, 198, 250, 252, 306, 353, 431, 451, 457, 484, 486], "amax": [6, 229], "ambigu": 498, "amin": [6, 235], "among": 102, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 79, 80, 84, 85, 86, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 183, 186, 188, 189, 190, 191, 194, 197, 200, 202, 203, 204, 206, 207, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 260, 305, 306, 307, 308, 311, 321, 323, 327, 329, 331, 334, 335, 338, 339, 340, 341, 345, 346, 348, 350, 351, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 373, 375, 380, 381, 383, 392, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 421, 422, 423, 424, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 486, 487, 488, 489, 490, 498, 506], "anaconda": 3, "analog": [117, 119, 121, 123, 124, 126], "analysi": 10, "analyt": [3, 13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "angl": [6, 10, 13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 87, 88, 170, 371, 372, 424, 425, 482, 506], "ani": [3, 6, 16, 17, 22, 36, 40, 41, 42, 43, 44, 45, 49, 62, 63, 75, 89, 92, 94, 98, 101, 103, 104, 117, 119, 123, 124, 129, 133, 134, 154, 155, 157, 159, 164, 166, 176, 183, 184, 201, 212, 213, 225, 227, 246, 248, 306, 327, 373, 417, 430, 450, 483, 498], "anoth": [4, 77, 98, 113, 123, 124, 148, 311, 331, 361, 368, 437], "answer": 375, "anti": [93, 134], "anyth": 101, "ap": 200, "apart": 469, "api": [0, 2, 3, 6, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 101, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490], "appear": [111, 140, 141, 480], "append": [0, 6, 94, 102, 104, 111, 122, 123, 124, 189], "appli": [31, 32, 33, 56, 64, 103, 241, 423, 432, 433, 465, 469], "applic": [10, 101], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [98, 101, 122, 123, 124, 338], "appropri": [4, 31, 32, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 158, 212, 242, 243, 246, 248, 373, 401, 404, 432, 461, 498], "approxim": [135, 469], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 65, 66, 68, 69, 70, 71, 72, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 93, 94, 96, 97, 98, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 114, 115, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 151, 157, 159, 160, 161, 162, 163, 164, 167, 172, 173, 174, 177, 178, 179, 189, 190, 191, 192, 195, 196, 197, 198, 200, 201, 202, 203, 204, 205, 209, 211, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 235, 236, 237, 238, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 328, 329, 338, 350, 351, 352, 353, 354, 359, 361, 362, 363, 364, 365, 366, 369, 370, 371, 372, 373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 395, 396, 398, 399, 401, 404, 405, 407, 413, 415, 416, 417, 418, 419, 420, 421, 422, 423, 426, 427, 428, 432, 434, 435, 436, 439, 440, 441, 442, 443, 445, 446, 447, 449, 450, 453, 454, 456, 457, 458, 459, 461, 462, 463, 464, 465, 467, 469, 473, 477, 478, 479, 480, 481, 482, 483, 484, 485, 487, 488, 498, 506], "arang": [0, 6, 15, 31, 32, 34, 39, 53, 54, 55, 56, 57, 68, 76, 88, 89, 90, 91, 93, 96, 97, 98, 99, 103, 107, 109, 110, 112, 113, 116, 138, 139, 142, 147, 155, 156, 157, 159, 163, 165, 171, 172, 186, 187, 188, 204, 213, 216, 217, 221, 222, 223, 224, 225, 227, 228, 229, 233, 235, 237, 240, 314, 354, 357, 361, 363, 364, 368, 372, 397, 428, 430, 431, 433, 436, 438, 443, 452, 458, 465, 467, 469, 472, 473, 476, 477, 478, 486, 488, 490], "arbitrari": [48, 97, 101, 103, 172, 228, 433, 472, 476], "arbitrarili": 103, "arc": [20, 26, 28, 46, 50], "arcco": [6, 13, 14, 25, 26, 28, 29, 46, 50, 51, 79], "arccosh": [6, 13, 14, 24, 27, 30, 47, 52, 80], "arcsin": [6, 13, 24, 27, 28, 29, 46, 47, 50, 51, 447], "arcsinh": [6, 14, 25, 26, 30, 46, 47, 52, 448], "arctan": [6, 13, 20, 24, 26, 29, 30, 46, 50, 51, 52, 463], "arctan2": [6, 20, 26, 28, 46, 50, 51], "arctanh": [6, 14, 25, 27, 28, 29, 47, 50, 51, 52, 464], "area": 469, "arg": [62, 186, 373], "arg1": 185, "arg2": 185, "argmax": [0, 6, 32, 98, 242, 369, 462, 498], "argmin": [6, 31, 98, 243, 462, 498], "argpartit": [6, 33, 369, 462, 498], "argsort": [6, 98, 360, 369, 442, 450, 462, 468, 498], "argument": [0, 10, 11, 12, 13, 14, 15, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 64, 65, 66, 68, 70, 71, 76, 79, 80, 87, 88, 96, 97, 98, 101, 104, 108, 109, 110, 112, 142, 143, 144, 145, 146, 147, 162, 167, 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377, 378, 380, 381, 382, 383, 384, 385, 386, 387, 388, 392, 395, 396, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 502, 506], "array2str": 6, "array_equ": 6, "array_equiv": [6, 37], "array_lik": [22, 36, 40, 41, 42, 43, 44, 45, 48, 56, 75, 77, 89, 92, 102, 113, 154, 155, 157, 176, 183, 213, 225, 350, 361, 368, 369, 373, 438, 444, 449, 461, 465, 483], "array_of_diagon": 93, "array_repr": 6, "array_split": [6, 70, 71, 452], "array_str": 6, "arrays_and_dtyp": 433, "art": 10, "asanyarrai": [6, 41, 42, 45, 430], "asarrai": [4, 6, 40, 42, 43, 45, 48, 350, 430, 449], "asarray_chkfinit": [6, 40, 41], "ascend": [196, 198, 442], "ascii": 101, "ascontiguousarrai": [6, 40, 41, 42, 45, 430], "asfarrai": [6, 40, 41], "asfortranarrai": [6, 40, 41, 42, 43, 430], "asin": 26, "asinh": 27, "asmatrix": 6, "asnumpi": 98, "aspect": 101, "assembl": [70, 71, 100, 166, 440, 456, 487], "assign": [98, 316, 338, 472, 476], "associ": [56, 163, 164, 498], "assum": [10, 56, 104, 121, 127, 129, 202, 205, 209, 227, 469], "astyp": [6, 98, 157, 353], "atan": 28, "atan2": 29, "atanh": 30, "atleast_1d": [6, 54, 55, 111], "atleast_2d": [6, 53, 55, 111], "atleast_3d": [6, 53, 54, 111], "atol": [17, 174], "attain": 0, "attempt": [97, 203], "attribut": [98, 101, 106, 135, 155, 169, 206, 357, 490, 491], "automat": [163, 164], "avail": [2, 3, 4, 10, 78, 82, 101, 108, 232, 238, 242, 243, 246, 248, 249, 491, 498], "averag": [6, 98, 231, 247, 324, 459, 502], "avg": 56, "avoid": [36, 41, 54, 55, 121, 127, 129, 431], "aweight": 82, "ax": [16, 21, 31, 32, 56, 81, 84, 94, 97, 98, 103, 111, 117, 119, 120, 123, 124, 125, 128, 129, 131, 133, 139, 159, 172, 204, 208, 211, 212, 226, 228, 229, 231, 235, 239, 242, 243, 246, 247, 248, 249, 250, 251, 252, 345, 348, 358, 360, 365, 427, 432, 436, 437, 438, 455, 457, 459, 460, 465, 466, 467, 468, 480, 484], "axi": [16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 83, 84, 85, 86, 93, 94, 98, 99, 100, 102, 103, 111, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 139, 140, 141, 145, 146, 151, 157, 159, 165, 166, 171, 200, 204, 213, 225, 226, 228, 229, 230, 231, 232, 235, 236, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 301, 302, 303, 304, 305, 312, 313, 319, 323, 324, 325, 329, 330, 331, 334, 339, 340, 341, 342, 344, 346, 348, 349, 359, 360, 361, 365, 367, 368, 369, 422, 427, 429, 431, 432, 436, 437, 438, 440, 443, 449, 450, 452, 455, 456, 457, 459, 460, 461, 462, 465, 466, 467, 468, 469, 480, 482, 484, 486, 487, 498], "axis1": [93, 98, 314, 345, 347, 460, 467], "axis2": [93, 98, 314, 345, 347, 460, 467], "axisa": 83, "axisb": 83, "axisc": 83, "axiserror": [33, 450], "b": [10, 15, 17, 22, 31, 32, 37, 38, 58, 61, 69, 70, 71, 77, 83, 86, 97, 98, 100, 101, 103, 104, 107, 149, 150, 160, 161, 166, 172, 174, 187, 190, 191, 194, 200, 203, 204, 205, 207, 208, 209, 210, 211, 212, 221, 223, 228, 229, 235, 352, 354, 358, 363, 364, 374, 433, 440, 456, 465, 466, 474, 485, 487, 506], "back": [98, 151, 319, 422, 431, 432, 437, 474], "backend": [2, 158, 376, 378, 379, 389, 394, 410], "backward": [10, 49, 98, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 159, 306, 431, 436, 437], "bad": 385, "bartlett": 6, "base": [0, 4, 101, 103, 110, 113, 142, 157, 163, 164, 209, 215, 216, 217, 218, 219, 220, 225, 226, 228, 361, 363, 364, 368, 370], "base_repr": 6, "basic": [64, 103, 498, 502], "bc": [194, 207], "bcde": 104, "becaus": [10, 16, 21, 121, 127, 129, 482, 498], "becom": [10, 98, 163, 348], "been": [100, 369, 437, 462], "befor": [4, 22, 33, 70, 71, 84, 98, 102, 122, 123, 124, 140, 141, 212, 226, 229, 235, 250, 252, 329, 340, 365, 427, 436, 437, 450, 457, 459, 466, 484, 485], "begin": [102, 104, 157, 213, 225, 443], "behav": [214, 368], "behavior": [98, 131, 241, 311, 432, 466], "behind": [98, 329], "being": [3, 101, 145, 146, 230, 236], "belong": [95, 163], "below": [0, 4, 9, 13, 24, 26, 27, 30, 46, 47, 52, 89, 92, 101, 127, 202, 470, 471, 475, 482, 498], "best": 104, "beta": [6, 384], "between": [17, 23, 39, 64, 94, 102, 135, 150, 153, 159, 172, 174, 213, 225, 390, 404, 458, 469, 482], "beyond": [4, 436], "bia": 82, "big": 101, "bin": [95, 116, 118, 132, 163, 164, 411], "bin_edg": [163, 164], "binari": [58, 60, 61, 149, 150, 152, 153, 491, 502], "binary_repr": 6, "bincount": [6, 95, 163], "binomi": [6, 392], "bins_0": 164, "bins_1": 164, "bit": [58, 59, 60, 61, 101, 135, 169, 173, 189, 221, 223, 224, 249, 251, 434, 446, 502], "bitwis": [58, 60, 61], "bitwise_and": [6, 59, 60, 61, 173, 221], "bitwise_invert": [59, 173], "bitwise_left_shift": 189, "bitwise_not": 6, "bitwise_or": [6, 58, 59, 61, 173, 223], "bitwise_right_shift": 434, "bitwise_xor": [6, 58, 59, 60, 173, 224], "biufcmmosuv": 101, "blackman": 6, "block": [6, 70, 71, 100, 134, 166, 187, 440, 456, 487], "bmat": 6, "bool": [9, 16, 17, 21, 31, 32, 36, 37, 38, 41, 44, 49, 56, 64, 77, 81, 84, 95, 98, 101, 104, 107, 134, 148, 157, 160, 161, 163, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 190, 191, 192, 202, 204, 205, 209, 213, 225, 226, 229, 231, 233, 235, 241, 242, 243, 246, 247, 248, 249, 250, 251, 252, 306, 353, 354, 365, 427, 431, 443, 446, 457, 459, 461, 480, 483, 484, 498], "bool_": 9, "boolean": [58, 59, 60, 61, 77, 84, 101, 113, 142, 148, 171, 173, 174, 177, 178, 179, 180, 181, 182, 186, 221, 223, 226, 227, 231, 247, 249, 250, 252, 353, 361, 427, 457, 461, 484], "boolean_sequ": 186, "both": [10, 15, 17, 22, 29, 37, 38, 51, 56, 58, 60, 61, 68, 76, 83, 96, 97, 107, 123, 130, 142, 144, 145, 146, 147, 156, 160, 161, 162, 167, 172, 174, 187, 188, 189, 190, 191, 204, 219, 220, 221, 223, 224, 228, 230, 236, 237, 240, 251, 352, 354, 363, 364, 428, 431, 434, 458, 465, 467, 472, 474, 476, 478, 485, 488], "bound": [368, 423, 442, 461, 462], "boundari": [159, 368, 423], "branch": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "briefli": 498, "broadcast": [15, 16, 21, 31, 32, 38, 56, 62, 63, 68, 77, 81, 96, 103, 113, 142, 145, 146, 167, 180, 181, 204, 205, 224, 226, 228, 229, 230, 231, 235, 236, 240, 242, 243, 247, 249, 250, 251, 252, 363, 364, 365, 368, 369, 427, 429, 457, 458, 459, 462, 466, 478, 484, 488], "broadcast_arrai": [6, 63], "broadcast_shap": 6, "broadcast_to": [6, 62, 466], "brought": 10, "buffer": [44, 85, 86, 98, 148, 149, 150, 152, 153, 214, 229, 235, 244, 245], "buffer_lik": 149, "buffererror": 148, "build": 502, "build_loc": 4, "built": 101, "busday_count": 6, "busday_offset": 6, "byte": [6, 49, 98, 101, 103, 149, 150, 214, 306, 322, 326], "byte_bound": 6, "byteord": 101, "byteswap": 6, "bz2": 214, "c": [2, 4, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 36, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 75, 76, 79, 80, 83, 87, 88, 96, 97, 98, 101, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 136, 142, 143, 144, 145, 146, 147, 154, 155, 156, 158, 160, 161, 162, 167, 170, 172, 173, 177, 178, 179, 187, 188, 189, 190, 191, 194, 200, 203, 204, 207, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 228, 230, 236, 237, 240, 306, 311, 319, 332, 335, 351, 352, 353, 354, 356, 357, 362, 363, 364, 366, 371, 372, 422, 423, 426, 428, 430, 431, 432, 434, 435, 441, 445, 446, 447, 448, 453, 454, 458, 463, 464, 465, 466, 478, 479, 480, 481, 488, 489, 490, 506], "c_contigu": [43, 45, 98, 311, 430], "ca": 74, "calcul": [10, 11, 12, 15, 20, 29, 51, 56, 84, 86, 94, 96, 102, 103, 107, 109, 110, 112, 116, 125, 142, 143, 144, 147, 159, 164, 167, 195, 196, 197, 198, 200, 205, 217, 219, 220, 226, 228, 231, 237, 240, 247, 250, 252, 354, 363, 364, 365, 427, 428, 457, 458, 478, 484, 485, 491, 506], "call": [10, 20, 22, 29, 31, 32, 33, 43, 45, 51, 101, 122, 123, 124, 127, 130, 151, 195, 197, 203, 210, 227, 260, 353, 455, 461, 466, 469, 506], "callabl": [151, 227], "cambridg": 10, "can": [0, 3, 4, 10, 15, 17, 22, 23, 29, 33, 36, 37, 38, 40, 41, 42, 43, 44, 45, 48, 49, 51, 56, 58, 59, 60, 61, 64, 75, 76, 83, 89, 90, 92, 93, 96, 97, 98, 101, 103, 104, 105, 106, 107, 114, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 132, 134, 142, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 166, 167, 168, 171, 172, 173, 174, 176, 183, 184, 186, 187, 188, 189, 190, 191, 192, 199, 200, 201, 212, 213, 214, 219, 220, 221, 223, 224, 225, 227, 228, 230, 234, 236, 237, 240, 249, 251, 306, 311, 338, 340, 351, 352, 353, 354, 355, 356, 357, 362, 363, 364, 369, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 422, 423, 428, 430, 431, 434, 450, 458, 461, 462, 465, 467, 469, 470, 472, 476, 477, 478, 480, 483, 485, 488, 489, 490, 498, 506], "can_cast": [6, 502], "cannot": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 70, 71, 242, 243, 431, 452, 455, 456], "capabl": [23, 36, 40, 41, 43, 45, 56, 115, 157, 213, 225, 228], "care": [23, 195], "cartesian": 233, "case": [4, 16, 21, 23, 31, 32, 36, 40, 41, 42, 43, 45, 56, 75, 85, 86, 89, 92, 94, 103, 104, 105, 106, 114, 118, 121, 126, 130, 132, 149, 150, 151, 152, 154, 155, 157, 159, 168, 195, 206, 209, 213, 214, 220, 225, 234, 244, 245, 249, 251, 355, 356, 357, 365, 422, 431, 432, 459, 465, 470, 482, 483, 489, 490, 498], "cast": [16, 21, 49, 64, 70, 71, 77, 84, 85, 86, 98, 103, 142, 166, 195, 226, 228, 231, 241, 244, 245, 247, 249, 250, 251, 252, 306, 365, 427, 440, 456, 457, 459, 484, 487], "cat": [375, 392], "cauchi": 411, "cbrt": [6, 453], "cdef": 104, "cdot": 465, "cdoubl": 9, "ceil": [6, 35, 136, 143, 144, 435, 439, 479], "center": [117, 118, 119, 120, 124, 125, 132], "central": [159, 393, 394], "certain": [101, 227], "ch": 10, "chain": [97, 98, 103, 104], "chang": [49, 75, 83, 98, 101, 103, 113, 244, 245, 306, 319, 343, 348, 351, 361, 362, 368, 369, 370, 422, 431, 432, 437, 482, 502], "char": 101, "charact": [101, 150], "check": [16, 21, 40, 41, 42, 64, 121, 176, 183, 192, 205, 208], "check_valid": 391, "chi": [377, 393], "chisquar": 6, "choic": [6, 67, 98, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 196, 198, 307], "choicelist": 443, "choleski": 6, "choos": [6, 20, 26, 28, 46, 50, 98, 104, 443, 488, 498], "chosen": [34, 163, 480, 488], "circ": 506, "circl": [207, 469], "clamp": [368, 461, 462], "clariti": 134, "class": [3, 4, 98, 101, 137, 149, 150, 151, 153, 171, 214, 373, 401, 470, 502], "classic": 103, "clear": [101, 498], "clip": [6, 98, 368, 423, 461, 462, 498], "close": [13, 14, 20, 24, 25, 26, 28, 46, 48, 49, 50, 98, 103, 111, 170, 213, 306, 373, 401, 424, 425, 435, 439, 469], "closer": 479, "cloud": 3, "cmake": 4, "co": [6, 13, 14, 24, 25, 26, 46, 80, 197, 447, 463, 469], "code": [44, 101, 185, 430], "codeplai": 4, "coeffici": [200, 208, 212], "coerc": [44, 149, 150, 151, 152, 153, 214], "coin": 375, "col": 171, "collaps": [98, 319, 480], "column": [6, 40, 41, 42, 43, 45, 48, 49, 69, 70, 71, 85, 86, 93, 98, 100, 114, 134, 140, 141, 159, 165, 166, 168, 195, 196, 200, 203, 206, 209, 306, 422, 423, 430, 440, 452, 456, 470, 472, 476, 481, 483, 487], "column_stack": [6, 70, 71, 100, 166, 440, 456, 487], "com": 4, "combin": [0, 101, 111, 119, 124, 129, 133, 159], "combinatori": 104, "come": 480, "comma": [101, 103], "command": 4, "common": [122, 123, 124, 156, 188, 353, 465], "common_typ": 6, "compani": [375, 392], "compar": [17, 37, 107, 145, 146, 164, 174, 230, 236], "compare_chararrai": 6, "comparison": [2, 107, 160, 161, 190, 191, 354, 491, 502], "compat": [3, 4, 10, 16, 21, 49, 56, 98, 226, 231, 246, 247, 248, 250, 252, 306, 427, 431, 457, 484, 502], "compil": [4, 101, 158, 430], "complement": 482, "complementari": [144, 482], "complet": [3, 4, 104, 150, 151, 206, 437, 498], "complex": [10, 11, 12, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 37, 46, 47, 50, 51, 52, 64, 84, 97, 98, 101, 104, 108, 115, 116, 117, 119, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 142, 145, 146, 170, 175, 176, 182, 183, 195, 196, 197, 198, 206, 207, 209, 226, 228, 230, 236, 241, 250, 252, 309, 310, 366, 424, 425, 427, 451, 457, 480, 484, 485, 498, 502], "complex128": [9, 56, 433], "complex64": [9, 56, 98, 142, 339], "compliant": 98, "complic": [103, 506], "compon": [10, 37, 120, 125, 132, 135, 170, 241, 424], "compos": 76, "composit": [86, 187, 459, 469], "compress": [6, 113, 443, 461, 498], "comput": [4, 10, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 35, 46, 47, 50, 51, 52, 56, 58, 59, 60, 61, 65, 72, 73, 79, 80, 84, 85, 86, 94, 95, 103, 109, 110, 111, 112, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 159, 160, 161, 162, 163, 164, 170, 171, 173, 187, 190, 191, 193, 194, 195, 196, 197, 198, 199, 203, 204, 205, 206, 207, 209, 210, 211, 212, 215, 216, 217, 218, 221, 222, 223, 224, 226, 228, 231, 232, 237, 244, 245, 246, 247, 248, 249, 250, 251, 252, 351, 362, 366, 424, 426, 427, 428, 435, 439, 441, 445, 446, 447, 448, 453, 457, 459, 463, 464, 465, 469, 472, 476, 484], "compute_uv": [193, 209, 210], "concat": 71, "concaten": [6, 69, 70, 100, 166, 440, 452, 456, 462, 487], "concept": [23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490, 498], "cond": [6, 199], "condit": [34, 49, 97, 98, 113, 193, 199, 203, 306, 353, 361, 368, 370, 443, 488], "condlist": 443, "confus": 147, "conj": [6, 73, 98, 121, 170, 192, 195, 366], "conjug": [6, 10, 72, 97, 98, 127, 130, 170, 192, 195, 196, 197, 198, 228, 309, 366, 485], "consecut": [94, 102, 159], "conserv": 233, "consid": [17, 23, 36, 37, 40, 41, 43, 45, 104, 132, 157, 174, 177, 196, 198, 202, 213, 225, 228, 373, 401, 432, 480], "consist": [37, 38, 102, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 150, 164, 212, 213, 462, 465], "constant": [9, 101, 159], "constraint": 56, "construct": [40, 41, 42, 67, 89, 92, 93, 98, 101, 114, 149, 150, 151, 152, 153, 168, 186, 214, 234, 307, 355, 443, 466, 467, 488, 491], "constructor": 498, "consum": [98, 326], "contain": [10, 11, 12, 13, 14, 15, 16, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 42, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 76, 77, 79, 80, 83, 84, 93, 96, 98, 101, 107, 109, 110, 112, 117, 118, 119, 122, 127, 130, 132, 138, 142, 143, 144, 145, 146, 147, 148, 153, 158, 159, 160, 161, 163, 164, 167, 170, 171, 173, 189, 190, 191, 196, 206, 209, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 226, 230, 231, 236, 237, 240, 242, 243, 246, 247, 248, 250, 252, 335, 351, 353, 354, 360, 362, 363, 364, 366, 373, 424, 426, 427, 428, 434, 435, 439, 441, 445, 446, 447, 448, 453, 454, 457, 458, 463, 464, 468, 472, 473, 476, 477, 478, 479, 484, 498], "content": [43, 98, 410], "context": 10, "contigu": [40, 41, 42, 43, 45, 97, 98, 103, 203, 332, 422, 430, 431], "continu": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 373, 405], "contourf": 233, "contract": [103, 104, 465], "contrast": [103, 368], "contribut": [10, 56, 163, 164], "control": [4, 49, 64, 70, 71, 77, 98, 103, 166, 228, 306, 440, 456, 487], "conveni": [98, 348, 373], "convent": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 97, 103, 104, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 172, 212, 228, 358, 465], "convers": [49, 98, 103, 306, 491], "convert": [22, 31, 32, 36, 40, 41, 42, 43, 44, 45, 48, 53, 54, 55, 75, 87, 88, 89, 92, 101, 103, 104, 111, 154, 155, 157, 176, 183, 213, 225, 371, 372, 423, 430, 481, 482, 483], "convolut": [10, 74, 78], "convolv": [6, 78], "coolei": 10, "coordin": [81, 151, 159, 171, 186, 233, 423, 481], "copi": [6, 22, 23, 33, 36, 37, 40, 41, 42, 43, 44, 45, 49, 53, 54, 55, 77, 89, 90, 92, 93, 98, 101, 105, 106, 113, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 233, 234, 241, 260, 306, 319, 321, 329, 335, 338, 355, 356, 357, 359, 361, 362, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 414, 417, 422, 430, 431, 432, 442, 450, 455, 470, 471, 472, 475, 476, 483, 489, 490, 498], "copysign": [6, 351, 362], "copyto": [6, 98, 113, 311, 361], "core": [3, 101, 103, 498], "corner": [117, 119, 123, 124], "corrcoef": [6, 82], "correct": [11, 12, 13, 14, 15, 20, 22, 24, 25, 26, 27, 28, 29, 30, 34, 35, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 70, 71, 72, 73, 76, 79, 80, 87, 88, 96, 107, 109, 110, 112, 115, 121, 127, 129, 136, 142, 143, 144, 145, 146, 147, 156, 160, 161, 162, 167, 170, 173, 177, 178, 179, 188, 189, 190, 191, 208, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 230, 236, 237, 240, 351, 352, 354, 362, 363, 364, 366, 371, 372, 426, 428, 430, 434, 435, 439, 441, 445, 446, 447, 448, 453, 454, 456, 458, 463, 464, 478, 479], "correctli": [20, 26, 28, 31, 32, 46, 50, 81, 204, 229, 235, 242, 243, 249, 251, 353, 365, 459], "correl": [6, 502], "correspond": [6, 10, 23, 31, 32, 36, 39, 40, 41, 42, 43, 44, 45, 49, 68, 70, 71, 75, 87, 88, 89, 90, 92, 93, 98, 99, 105, 106, 114, 117, 118, 119, 121, 123, 124, 127, 128, 129, 130, 131, 132, 133, 148, 149, 150, 151, 152, 153, 154, 155, 157, 159, 165, 168, 171, 186, 195, 196, 213, 214, 225, 227, 228, 234, 306, 311, 315, 355, 356, 357, 360, 371, 372, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 436, 443, 444, 452, 457, 465, 468, 469, 470, 472, 476, 483, 484, 486, 489, 490, 498], "correspondingli": [10, 452], "cosh": [6, 14, 25, 79, 448, 464], "cosin": [13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 79, 80, 447, 448, 463, 464], "cost": [103, 104], "costli": 104, "could": [98, 121, 127, 129, 340], "count": [16, 21, 57, 81, 95, 101, 104, 139, 149, 150, 152, 153, 159, 163, 164, 353, 365, 375, 449, 459, 480, 491, 502], "count_nonzero": [6, 353], "counterclockwis": [140, 141, 438], "counterpart": [10, 121, 127, 129, 498], "cov": [6, 391], "covari": 82, "cover": [472, 476, 502], "cpu": [4, 23, 36, 40, 41, 42, 43, 45, 75, 78, 82, 89, 92, 105, 106, 108, 114, 118, 132, 149, 150, 151, 152, 154, 155, 157, 168, 213, 214, 225, 232, 234, 238, 249, 355, 356, 357, 470, 483, 489, 490], "creat": [3, 4, 23, 36, 38, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 91, 92, 93, 98, 101, 104, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 241, 306, 311, 355, 356, 357, 369, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 467, 470, 472, 473, 476, 477, 483, 489, 490, 498, 502], "creation": [101, 104, 491, 498, 502, 506], "crop": [116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133], "cross": [6, 78, 186], "csingl": 9, "ct": 10, "ctype": 430, "cube": [65, 142, 453], "cubic": 104, "cuda": 4, "cumprod": [6, 98, 244, 498], "cumproduct": 6, "cumsum": [6, 94, 98, 245, 459, 469, 498], "cumul": [84, 85, 86, 94, 98, 244, 245, 312, 313, 459, 469], "cupi": [2, 491], "current": [10, 11, 12, 13, 14, 15, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 76, 79, 80, 87, 88, 96, 98, 101, 104, 109, 110, 112, 142, 143, 144, 145, 146, 147, 150, 162, 164, 167, 168, 173, 189, 216, 217, 218, 219, 220, 230, 236, 237, 238, 240, 338, 351, 352, 362, 363, 364, 366, 371, 372, 426, 428, 430, 434, 435, 441, 445, 446, 447, 448, 458, 463, 464, 478, 479], "curv": 469, "custom": 498, "customarili": 10, "cut": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 200], "cutoff": 205, "cycl": [118, 132, 186, 432], "cyclic": 368, "cython": 4, "d": [0, 16, 21, 23, 56, 69, 70, 71, 85, 86, 89, 90, 91, 92, 93, 97, 98, 100, 101, 114, 118, 120, 125, 132, 134, 138, 140, 141, 153, 165, 166, 168, 172, 186, 194, 196, 197, 203, 204, 207, 228, 233, 244, 245, 251, 319, 353, 363, 364, 365, 368, 378, 422, 431, 440, 442, 444, 456, 459, 461, 465, 466, 467, 474, 480, 483, 487, 498], "d0": [373, 400, 402], "d1": [373, 402], "d3": 90, "data": [1, 3, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 24, 25, 26, 27, 28, 29, 30, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 64, 65, 66, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 87, 88, 89, 92, 95, 96, 97, 98, 101, 103, 105, 106, 107, 108, 109, 110, 112, 114, 115, 121, 127, 129, 135, 136, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 160, 161, 162, 163, 164, 166, 167, 168, 169, 170, 171, 173, 174, 176, 177, 178, 179, 180, 181, 183, 188, 189, 190, 191, 200, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 230, 231, 232, 236, 237, 238, 240, 241, 242, 243, 246, 247, 248, 249, 250, 252, 306, 335, 348, 350, 351, 352, 354, 356, 357, 361, 362, 363, 364, 366, 368, 369, 371, 372, 373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 392, 395, 396, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 424, 426, 427, 428, 429, 430, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 445, 446, 447, 448, 449, 453, 454, 455, 456, 457, 458, 462, 463, 464, 467, 470, 478, 479, 484, 487, 488, 489, 490, 491, 502], "datatyp": [101, 202], "date": 4, "datetim": 101, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [82, 98, 250, 252, 342, 349, 457, 484], "decai": 386, "decim": [35, 98, 135, 136, 336, 435, 439], "decomposit": [192, 199, 202, 205, 209, 210, 502], "decompress": 214, "decreas": [95, 469], "decreasingli": [10, 117, 119, 123, 124], "deem": 148, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 62, 63, 65, 66, 68, 70, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 98, 101, 102, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 168, 170, 171, 173, 174, 177, 178, 179, 180, 181, 188, 189, 190, 191, 192, 193, 196, 198, 200, 202, 203, 204, 205, 206, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 311, 319, 351, 352, 354, 355, 356, 357, 359, 360, 362, 363, 364, 365, 366, 368, 371, 372, 373, 377, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 411, 412, 414, 417, 422, 423, 425, 426, 427, 428, 429, 430, 431, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 445, 446, 447, 448, 449, 450, 452, 453, 454, 456, 457, 458, 459, 461, 462, 463, 464, 465, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 486, 487, 488, 489, 490, 498], "default_rng": 6, "defg": 104, "defici": 202, "defin": [10, 29, 51, 83, 101, 106, 116, 145, 146, 155, 162, 163, 164, 230, 236, 241, 357, 362, 425, 438, 490, 498], "definit": [83, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 192, 469], "deg": [20, 372], "deg2rad": [6, 371, 372, 482], "degre": [6, 20, 87, 250, 252, 371, 372, 415, 438, 457, 482, 484, 506], "del": 506, "delet": [6, 22], "delta": [10, 250, 252, 457, 482, 484], "demonstr": [0, 4, 101], "dens": [171, 186, 234], "densiti": 163, "depend": [4, 34, 93, 115, 121, 127, 129, 196, 200, 206, 208, 209, 213, 249, 251, 443, 488], "deprec": 6, "deprecate_with_doc": 6, "depth": [69, 70, 71, 99, 100, 166, 440, 452, 456, 487], "deriv": 159, "descend": 209, "descr": 101, "describ": [84, 101, 226, 427, 502], "descript": [84, 101, 122, 124, 163, 226, 427, 498], "design": 10, "desir": [23, 36, 40, 41, 43, 45, 48, 63, 105, 106, 114, 122, 123, 124, 154, 155, 157, 168, 213, 225, 356, 357, 422, 466, 470, 489, 490], "destin": [70, 71, 166, 239, 368, 369, 440, 456, 462, 487], "destruct": 506, "det": [6, 207], "detail": [35, 117, 119, 123, 124, 128, 129, 131, 133, 148, 439, 472, 473, 476, 477, 480, 498], "determin": [13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 65, 76, 79, 80, 87, 88, 96, 109, 110, 112, 144, 145, 146, 147, 150, 151, 153, 167, 189, 194, 200, 206, 207, 215, 216, 217, 218, 219, 220, 228, 230, 236, 237, 240, 352, 363, 364, 371, 372, 423, 426, 428, 434, 441, 443, 445, 447, 448, 453, 454, 458, 463, 464, 467, 478, 479, 481], "devel": 4, "develop": [3, 4], "deviat": [98, 231, 247, 250, 252, 342, 373, 388, 395, 457, 484], "devic": [0, 2, 3, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 103, 105, 106, 114, 115, 118, 132, 136, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 226, 227, 228, 231, 234, 247, 250, 252, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 427, 455, 457, 470, 472, 476, 483, 484, 489, 490], "df": [377, 393, 415, 416], "dfden": [381, 394], "dfnum": [381, 394], "dft": [10, 116, 121, 122, 126, 127, 130], "di": [90, 91], "diag": [6, 92, 93, 103, 114, 140, 141, 168, 195, 197, 209, 443, 467], "diag_indic": [6, 91, 134], "diag_indices_from": [6, 90, 134], "diagflat": [6, 89, 93, 467], "diagon": [6, 89, 90, 91, 92, 98, 103, 114, 134, 168, 192, 196, 197, 198, 227, 347, 443, 467, 470, 471, 472, 473, 475, 476, 477, 498], "dice": 390, "dictionari": 101, "diff": [6, 86, 102, 159, 163], "differ": [3, 10, 17, 23, 36, 39, 40, 41, 42, 43, 45, 56, 75, 84, 86, 89, 92, 94, 98, 101, 102, 105, 106, 114, 117, 118, 122, 123, 125, 128, 131, 132, 135, 140, 141, 142, 149, 150, 151, 152, 154, 155, 157, 159, 168, 174, 198, 213, 214, 225, 226, 228, 234, 311, 355, 356, 357, 361, 363, 364, 369, 427, 432, 438, 458, 462, 470, 472, 476, 482, 483, 489, 490, 502], "digit": [6, 10, 135, 163], "dim": [17, 423], "dimens": [16, 21, 22, 31, 32, 36, 53, 54, 55, 56, 69, 70, 71, 77, 81, 82, 83, 90, 93, 94, 98, 99, 101, 111, 123, 124, 136, 140, 141, 159, 166, 171, 172, 186, 202, 204, 206, 210, 226, 229, 231, 233, 234, 235, 239, 242, 243, 246, 247, 248, 249, 250, 251, 252, 319, 327, 338, 350, 353, 355, 365, 369, 373, 403, 405, 406, 408, 422, 423, 427, 431, 438, 444, 452, 455, 456, 457, 459, 460, 461, 462, 466, 467, 472, 473, 476, 477, 480, 481, 484, 486, 498, 502], "dimension": [2, 4, 33, 74, 78, 81, 84, 90, 91, 92, 93, 94, 95, 98, 102, 103, 116, 117, 119, 121, 122, 123, 124, 127, 128, 129, 130, 131, 133, 134, 149, 150, 152, 159, 165, 171, 186, 200, 206, 211, 212, 226, 229, 233, 234, 235, 242, 243, 246, 248, 250, 252, 341, 350, 355, 358, 365, 427, 450, 457, 459, 461, 466, 469, 480, 484, 485, 486, 491], "direct": [10, 83, 94, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 140, 141, 159, 352, 438], "directli": [101, 151, 171, 225, 353, 462], "directori": 158, "dirichlet": 6, "discard": 479, "discont": 482, "discontinu": 482, "discret": [3, 10, 74, 78, 86, 94, 102, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 130, 131, 132, 133, 159, 373, 491], "disp": 6, "dispers": 418, "displac": [98, 343], "disregard": 432, "distanc": 159, "distinct": [145, 146, 230, 236, 432], "distinguish": 101, "distribut": [3, 4, 225, 373, 374, 375, 377, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 398, 399, 400, 401, 402, 404, 405, 407, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 502], "divid": [6, 39, 99, 100, 144, 147, 165, 237, 428, 452, 478, 486], "divis": [96, 144, 147, 237, 363, 364, 428, 452, 478, 479], "divisor": [156, 188, 250, 252, 457, 484], "divmod": [6, 498], "dlpack": 148, "dmlc": 148, "dn": [373, 400, 402], "do": [3, 4, 101, 227, 375, 437, 469], "docstr": 498, "document": [0, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 319, 320, 321, 323, 324, 325, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 340, 341, 342, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 498], "doe": [22, 23, 39, 64, 103, 113, 115, 130, 145, 146, 148, 206, 241, 244, 245, 361, 432, 452, 461], "domain": [10, 121, 126], "done": [3, 49, 98, 103, 212, 306, 480, 482], "dot": [6, 98, 103, 104, 172, 192, 197, 199, 203, 205, 206, 208, 209, 211, 212, 228, 465, 485], "doubl": [9, 386, 465], "down": 141, "dp": [96, 194, 196, 207, 208, 363, 364, 458, 478], "dpc": 4, "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 242, 243, 246, 248, 249, 306, 311, 355, 356, 357, 367, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490], "dpnp": [0, 2, 3, 4, 10, 491, 498, 502, 503, 506], "dpnp_arrai": [23, 36, 40, 41, 42, 43, 45, 49, 75, 89, 90, 92, 105, 106, 114, 118, 132, 135, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 169, 171, 213, 214, 225, 227, 234, 253, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490, 491], "dpnp_iface_arraycr": [234, 355], "draw": [373, 374, 375, 377, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 398, 399, 401, 407, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420], "drawn": [373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 395, 396, 398, 399, 401, 404, 407, 413, 414, 415, 416, 417, 418, 419, 420, 421, 443], "drill": [375, 392], "driver": 2, "drop": [3, 101], "dsplit": [6, 70, 71, 100, 452], "dst": 77, "dstack": [6, 69, 70, 71, 166, 440, 452, 456, 487], "dt": [101, 469], "dt2": 101, "dtype": [0, 9, 11, 12, 13, 14, 15, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 64, 65, 66, 70, 71, 72, 73, 76, 79, 80, 82, 84, 85, 86, 87, 88, 90, 96, 98, 103, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 166, 167, 168, 169, 170, 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\ No newline at end of file
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396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 498, 506], "If": [4, 10, 11, 12, 16, 17, 21, 22, 23, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 49, 56, 68, 70, 71, 81, 83, 84, 85, 86, 89, 93, 94, 97, 98, 99, 101, 102, 103, 104, 111, 113, 114, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 139, 145, 146, 148, 153, 157, 159, 163, 164, 165, 166, 170, 171, 172, 174, 180, 181, 182, 192, 200, 201, 202, 203, 204, 205, 206, 209, 212, 213, 214, 225, 226, 229, 230, 231, 233, 235, 236, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 340, 360, 361, 365, 368, 369, 373, 395, 417, 424, 425, 427, 429, 430, 431, 432, 436, 439, 440, 442, 450, 452, 455, 456, 457, 459, 460, 461, 462, 465, 466, 467, 468, 469, 480, 482, 483, 484, 485, 486, 487, 488, 498, 506], "In": [4, 10, 31, 32, 85, 86, 103, 104, 122, 123, 124, 127, 129, 159, 192, 197, 203, 206, 220, 225, 244, 245, 247, 249, 251, 365, 368, 373, 417, 422, 423, 431, 432, 459, 461, 479], "It": [4, 10, 16, 21, 22, 31, 32, 68, 85, 86, 95, 97, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 159, 196, 198, 220, 228, 231, 242, 243, 244, 245, 246, 247, 248, 250, 252, 365, 431, 432, 443, 457, 459, 461, 484, 506], "Its": [68, 211, 369, 467], "NOT": [59, 173, 221, 222, 223, 224], "No": [41, 42, 103, 192], "Not": [16, 21, 42, 177, 241, 244, 245, 246, 248, 249, 251, 365], "OR": [21, 58, 59, 60, 61, 173, 221, 222, 223, 224], "On": 4, "One": [53, 54, 55, 83, 100, 101, 127, 431], "Or": [159, 469], "That": 227, "The": [3, 4, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 65, 68, 69, 70, 71, 75, 76, 77, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 168, 171, 173, 174, 176, 177, 178, 179, 183, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 201, 203, 204, 205, 206, 207, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 225, 226, 227, 228, 229, 230, 234, 235, 236, 237, 239, 240, 241, 242, 243, 244, 245, 246, 248, 249, 250, 251, 252, 306, 311, 320, 327, 329, 333, 338, 350, 351, 352, 353, 354, 355, 356, 357, 360, 362, 363, 364, 365, 367, 368, 369, 371, 372, 373, 376, 378, 379, 389, 394, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 422, 423, 426, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 440, 441, 443, 444, 445, 446, 447, 448, 450, 452, 453, 454, 456, 457, 458, 459, 461, 462, 463, 464, 465, 466, 468, 469, 470, 472, 473, 474, 476, 477, 478, 479, 480, 481, 483, 484, 487, 488, 489, 490, 498, 502, 506], "Then": [10, 43, 45, 227], "There": [10, 213, 480], "These": [4, 22, 101, 103, 104, 111, 227, 239, 369, 462, 472, 476, 498, 502], "To": [4, 121, 127, 129, 142, 353, 482], "With": [31, 32, 56, 81, 165, 204, 229, 235, 242, 243, 249, 251, 365, 459, 486], "_": [0, 164, 456, 469], "__array_interface__": 101, "__bool__": 498, "__dlpack__": 148, "__dlpack_device__": 148, "__eq__": [98, 101, 137, 373], "__ge__": [98, 101, 137, 373], "__getitem__": [98, 101, 137], "__gt__": [98, 101, 137, 373], "__iter__": 137, "__le__": [98, 101, 137, 373], "__len__": [98, 101], "__lt__": [98, 101, 137, 373], "__main__": 0, "__name__": 0, "__ne__": [98, 101, 137, 373], "__next__": 137, "__setitem__": [98, 137], "__sycl_usm_array_interface__": 44, "_dtypes_list": 0, "a1": [37, 38], "a2": [37, 38], "a_": 10, "a_k": 10, "a_m": 10, "a_resamp": 127, "ab": [6, 10, 12, 17, 174], "abc": 103, "abcd": 104, "about": [43, 45, 98, 135, 195, 317, 430, 498], "abov": [3, 13, 14, 24, 25, 26, 27, 30, 46, 47, 52, 84, 89, 92, 119, 124, 129, 133, 171, 206, 226, 241, 427, 470, 471, 475], "absolut": [6, 11, 17, 20, 115, 156, 174, 188, 207, 250, 252, 366, 425, 457, 482, 484, 506], "accept": [33, 103, 373, 450, 472, 476], "access": [10, 90, 91, 134, 227, 472, 476, 498], "accord": [16, 21, 56, 64, 101, 133, 135, 195, 196, 197, 198, 226, 231, 247, 250, 252, 427, 434, 457, 484], "accordingli": [246, 248], "account": [422, 431], "accumul": [84, 85, 86, 103, 163, 244, 245, 249, 251, 365, 459, 467], "accur": [101, 112, 159, 217, 219], "accuraci": [122, 123, 124, 127, 129], "achiev": 103, "aco": 24, "acosh": 25, "across": [93, 164, 244, 245, 249, 251], "activ": 4, "actual": [101, 163, 164, 192, 203], "ad": [17, 101, 104, 111, 127, 174, 194, 207, 220, 482, 502], "add": [6, 101, 506], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [84, 192, 247, 480], "address": 101, "adjac": 482, "advanc": 103, "advers": 103, "advis": 4, "affect": [23, 93, 103, 134, 163, 164], "after": [100, 134, 352, 392, 436], "ag": 101, "against": [17, 31, 32, 62, 63, 68, 81, 158, 174, 204, 205, 229, 235, 242, 243, 249, 251, 365, 369, 459, 462], "ai": [3, 369, 462], "ai_max": 462, "ai_min": 462, "ainv": [199, 211], "al": 10, "algebra": [491, 502], "algorithm": [10, 103, 104, 116, 122, 130], "alia": [10, 13, 14, 18, 19, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 59, 70, 71, 96, 106, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 155, 173, 189, 237, 253, 357, 360, 363, 364, 373, 403, 406, 408, 422, 428, 431, 434, 440, 468, 478, 482, 487, 490], "alias": [9, 121, 122, 127, 129], "align": 101, "all": [4, 6, 9, 17, 20, 21, 22, 37, 38, 42, 49, 56, 69, 81, 88, 94, 98, 100, 101, 103, 104, 109, 110, 112, 114, 119, 120, 124, 125, 128, 129, 133, 134, 139, 140, 141, 149, 150, 152, 157, 159, 166, 168, 170, 186, 192, 202, 205, 213, 225, 229, 235, 242, 243, 246, 248, 306, 309, 316, 329, 365, 375, 424, 425, 436, 440, 443, 455, 459, 480, 487, 498, 506], "allclos": [6, 37, 174, 199, 205, 206, 208, 209, 212], "alloc": [3, 4, 22, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 105, 106, 114, 118, 132, 136, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 180, 181, 213, 214, 225, 226, 227, 231, 234, 247, 250, 252, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 414, 417, 427, 455, 457, 470, 472, 476, 483, 484, 489, 490], "allow": [39, 49, 98, 103, 163, 164, 220, 227, 306, 335, 461, 498], "alltru": 6, "almost": [34, 195, 472], "along": [3, 4, 16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 84, 85, 86, 89, 90, 92, 93, 94, 98, 99, 100, 102, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 139, 140, 141, 145, 146, 151, 157, 159, 165, 166, 171, 204, 206, 211, 212, 213, 225, 226, 229, 230, 231, 232, 233, 235, 236, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 303, 304, 305, 312, 313, 323, 325, 330, 331, 339, 342, 344, 346, 347, 349, 361, 365, 367, 368, 369, 422, 427, 429, 436, 437, 438, 440, 443, 449, 450, 452, 456, 457, 459, 461, 462, 465, 466, 467, 469, 472, 473, 476, 477, 480, 482, 484, 486, 487, 498], "alpha": [374, 379, 380, 396, 399], "alreadi": [4, 10, 41, 42, 53, 54, 55, 358, 480], "also": [3, 4, 10, 13, 14, 15, 17, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 76, 96, 98, 101, 103, 107, 111, 119, 124, 128, 129, 130, 133, 142, 144, 145, 146, 147, 151, 153, 156, 159, 160, 161, 162, 163, 167, 174, 188, 189, 190, 191, 192, 219, 220, 227, 230, 236, 237, 239, 240, 338, 353, 354, 363, 364, 411, 428, 434, 458, 461, 478, 480, 498], "alter": 93, "altern": [3, 4, 16, 21, 85, 86, 97, 98, 228, 229, 231, 235, 244, 245, 247, 249, 250, 251, 252, 348, 365, 457, 459, 484], "although": [20, 101, 123, 124, 125, 466], "alwai": [4, 10, 13, 14, 24, 25, 26, 27, 28, 30, 33, 40, 46, 47, 49, 50, 52, 93, 98, 99, 102, 115, 142, 148, 165, 196, 198, 250, 252, 306, 353, 431, 451, 457, 484, 486], "amax": [6, 229], "ambigu": 498, "amin": [6, 235], "among": 102, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 79, 80, 84, 85, 86, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 183, 186, 188, 189, 190, 191, 194, 197, 200, 202, 203, 204, 206, 207, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 260, 305, 306, 307, 308, 311, 321, 323, 327, 329, 331, 334, 335, 338, 339, 340, 341, 345, 346, 348, 350, 351, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 373, 375, 380, 381, 383, 392, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 421, 422, 423, 424, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 486, 487, 488, 489, 490, 498, 506], "anaconda": 3, "analog": [117, 119, 121, 123, 124, 126], "analysi": 10, "analyt": [3, 13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "angl": [6, 10, 13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 87, 88, 170, 371, 372, 424, 425, 482, 506], "ani": [3, 6, 16, 17, 22, 36, 40, 41, 42, 43, 44, 45, 49, 62, 63, 75, 89, 92, 94, 98, 101, 103, 104, 117, 119, 123, 124, 129, 133, 134, 154, 155, 157, 159, 164, 166, 176, 183, 184, 201, 212, 213, 225, 227, 246, 248, 306, 327, 373, 417, 430, 450, 483, 498], "anoth": [4, 77, 98, 113, 123, 124, 148, 311, 331, 361, 368, 437], "answer": 375, "anti": [93, 134], "anyth": 101, "ap": 200, "apart": 469, "api": [0, 2, 3, 6, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 101, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490], "appear": [111, 140, 141, 480], "append": [0, 6, 94, 102, 104, 111, 122, 123, 124, 189], "appli": [31, 32, 33, 56, 64, 103, 241, 423, 432, 433, 465, 469], "applic": [10, 101], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [98, 101, 122, 123, 124, 338], "appropri": [4, 31, 32, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 158, 212, 242, 243, 246, 248, 373, 401, 404, 432, 461, 498], "approxim": [135, 469], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42, 46, 47, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 65, 66, 68, 69, 70, 71, 72, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 93, 94, 96, 97, 98, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 114, 115, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 151, 157, 159, 160, 161, 162, 163, 164, 167, 172, 173, 174, 177, 178, 179, 189, 190, 191, 192, 195, 196, 197, 198, 200, 201, 202, 203, 204, 205, 209, 211, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 235, 236, 237, 238, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 328, 329, 338, 350, 351, 352, 353, 354, 359, 361, 362, 363, 364, 365, 366, 369, 370, 371, 372, 373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 395, 396, 398, 399, 401, 404, 405, 407, 413, 415, 416, 417, 418, 419, 420, 421, 422, 423, 426, 427, 428, 432, 434, 435, 436, 439, 440, 441, 442, 443, 445, 446, 447, 449, 450, 453, 454, 456, 457, 458, 459, 461, 462, 463, 464, 465, 467, 469, 473, 477, 478, 479, 480, 481, 482, 483, 484, 485, 487, 488, 498, 506], "arang": [0, 6, 15, 31, 32, 34, 39, 53, 54, 55, 56, 57, 68, 76, 88, 89, 90, 91, 93, 96, 97, 98, 99, 103, 107, 109, 110, 112, 113, 116, 138, 139, 142, 147, 155, 156, 157, 159, 163, 165, 171, 172, 186, 187, 188, 204, 213, 216, 217, 221, 222, 223, 224, 225, 227, 228, 229, 233, 235, 237, 240, 314, 354, 357, 361, 363, 364, 368, 372, 397, 428, 430, 431, 433, 436, 438, 443, 452, 458, 465, 467, 469, 472, 473, 476, 477, 478, 486, 488, 490], "arbitrari": [48, 97, 101, 103, 172, 228, 433, 472, 476], "arbitrarili": 103, "arc": [20, 26, 28, 46, 50], "arcco": [6, 13, 14, 25, 26, 28, 29, 46, 50, 51, 79], "arccosh": [6, 13, 14, 24, 27, 30, 47, 52, 80], "arcsin": [6, 13, 24, 27, 28, 29, 46, 47, 50, 51, 447], "arcsinh": [6, 14, 25, 26, 30, 46, 47, 52, 448], "arctan": [6, 13, 20, 24, 26, 29, 30, 46, 50, 51, 52, 463], "arctan2": [6, 20, 26, 28, 46, 50, 51], "arctanh": [6, 14, 25, 27, 28, 29, 47, 50, 51, 52, 464], "area": 469, "arg": [62, 186, 373], "arg1": 185, "arg2": 185, "argmax": [0, 6, 32, 98, 242, 369, 462, 498], "argmin": [6, 31, 98, 243, 462, 498], "argpartit": [6, 33, 369, 462, 498], "argsort": [6, 98, 360, 369, 442, 450, 462, 468, 498], "argument": [0, 10, 11, 12, 13, 14, 15, 20, 23, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 64, 65, 66, 68, 70, 71, 76, 79, 80, 87, 88, 96, 97, 98, 101, 104, 108, 109, 110, 112, 142, 143, 144, 145, 146, 147, 162, 167, 170, 173, 184, 185, 189, 203, 204, 216, 217, 218, 219, 220, 227, 228, 230, 236, 237, 238, 240, 335, 348, 351, 352, 362, 363, 364, 366, 368, 371, 372, 424, 425, 426, 428, 431, 433, 434, 435, 441, 445, 446, 447, 448, 456, 458, 463, 464, 465, 469, 478, 479, 498, 506], "argwher": [6, 353], "ari": [39, 53, 54, 55, 99, 102, 165, 452, 486], "arithmet": [56, 157, 231, 232, 247, 250, 252, 362, 457, 459, 484, 491, 502], "around": [6, 98, 157, 368, 423, 439], "arr": [22, 42, 91, 101, 164, 370, 397, 422, 423, 473, 477], "arr2": 101, "arr_t": [49, 98, 306], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 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377, 378, 380, 381, 382, 383, 384, 385, 386, 387, 388, 392, 395, 396, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 502, 506], "array2str": 6, "array_equ": 6, "array_equiv": [6, 37], "array_lik": [22, 36, 40, 41, 42, 43, 44, 45, 48, 56, 75, 77, 89, 92, 102, 113, 154, 155, 157, 176, 183, 213, 225, 350, 361, 368, 369, 373, 438, 444, 449, 461, 465, 483], "array_of_diagon": 93, "array_repr": 6, "array_split": [6, 70, 71, 452], "array_str": 6, "arrays_and_dtyp": 433, "art": 10, "asanyarrai": [6, 41, 42, 45, 430], "asarrai": [4, 6, 40, 42, 43, 45, 48, 350, 430, 449], "asarray_chkfinit": [6, 40, 41], "ascend": [196, 198, 442], "ascii": 101, "ascontiguousarrai": [6, 40, 41, 42, 45, 430], "asfarrai": [6, 40, 41], "asfortranarrai": [6, 40, 41, 42, 43, 430], "asin": 26, "asinh": 27, "asmatrix": 6, "asnumpi": 98, "aspect": 101, "assembl": [70, 71, 100, 166, 440, 456, 487], "assign": [98, 316, 338, 472, 476], "associ": [56, 163, 164, 498], "assum": [10, 56, 104, 121, 127, 129, 202, 205, 209, 227, 469], "astyp": [6, 98, 157, 353], "atan": 28, "atan2": 29, "atanh": 30, "atleast_1d": [6, 54, 55, 111], "atleast_2d": [6, 53, 55, 111], "atleast_3d": [6, 53, 54, 111], "atol": [17, 174], "attain": 0, "attempt": [97, 203], "attribut": [98, 101, 106, 135, 155, 169, 206, 357, 490, 491], "automat": [163, 164], "avail": [2, 3, 4, 10, 78, 82, 101, 108, 232, 238, 242, 243, 246, 248, 249, 491, 498], "averag": [6, 98, 231, 247, 324, 459, 502], "avg": 56, "avoid": [36, 41, 54, 55, 121, 127, 129, 431], "aweight": 82, "ax": [16, 21, 31, 32, 56, 81, 84, 94, 97, 98, 103, 111, 117, 119, 120, 123, 124, 125, 128, 129, 131, 133, 139, 159, 172, 204, 208, 211, 212, 226, 228, 229, 231, 235, 239, 242, 243, 246, 247, 248, 249, 250, 251, 252, 345, 348, 358, 360, 365, 427, 432, 436, 437, 438, 455, 457, 459, 460, 465, 466, 467, 468, 480, 484], "axi": [16, 18, 19, 21, 22, 31, 32, 33, 39, 56, 69, 70, 71, 81, 83, 84, 85, 86, 93, 94, 98, 99, 100, 102, 103, 111, 113, 116, 117, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 139, 140, 141, 145, 146, 151, 157, 159, 165, 166, 171, 200, 204, 213, 225, 226, 228, 229, 230, 231, 232, 235, 236, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 301, 302, 303, 304, 305, 312, 313, 319, 323, 324, 325, 329, 330, 331, 334, 339, 340, 341, 342, 344, 346, 348, 349, 359, 360, 361, 365, 367, 368, 369, 422, 427, 429, 431, 432, 436, 437, 438, 440, 443, 449, 450, 452, 455, 456, 457, 459, 460, 461, 462, 465, 466, 467, 468, 469, 480, 482, 484, 486, 487, 498], "axis1": [93, 98, 314, 345, 347, 460, 467], "axis2": [93, 98, 314, 345, 347, 460, 467], "axisa": 83, "axisb": 83, "axisc": 83, "axiserror": [33, 450], "b": [10, 15, 17, 22, 31, 32, 37, 38, 58, 61, 69, 70, 71, 77, 83, 86, 97, 98, 100, 101, 103, 104, 107, 149, 150, 160, 161, 166, 172, 174, 187, 190, 191, 194, 200, 203, 204, 205, 207, 208, 209, 210, 211, 212, 221, 223, 228, 229, 235, 352, 354, 358, 363, 364, 374, 433, 440, 456, 465, 466, 474, 485, 487, 506], "back": [98, 151, 319, 422, 431, 432, 437, 474], "backend": [2, 158, 376, 378, 379, 389, 394, 410], "backward": [10, 49, 98, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 159, 306, 431, 436, 437], "bad": 385, "bartlett": 6, "base": [0, 4, 101, 103, 110, 113, 142, 157, 163, 164, 209, 215, 216, 217, 218, 219, 220, 225, 226, 228, 361, 363, 364, 368, 370], "base_repr": 6, "basic": [64, 103, 498, 502], "bc": [194, 207], "bcde": 104, "becaus": [10, 16, 21, 121, 127, 129, 482, 498], "becom": [10, 98, 163, 348], "been": [100, 369, 437, 462], "befor": [4, 22, 33, 70, 71, 84, 98, 102, 122, 123, 124, 140, 141, 212, 226, 229, 235, 250, 252, 329, 340, 365, 427, 436, 437, 450, 457, 459, 466, 484, 485], "begin": [102, 104, 157, 213, 225, 443], "behav": [214, 368], "behavior": [98, 131, 241, 311, 432, 466], "behind": [98, 329], "being": [3, 101, 145, 146, 230, 236], "belong": [95, 163], "below": [0, 4, 9, 13, 24, 26, 27, 30, 46, 47, 52, 89, 92, 101, 127, 202, 470, 471, 475, 482, 498], "best": 104, "beta": [6, 384], "between": [17, 23, 39, 64, 94, 102, 135, 150, 153, 159, 172, 174, 213, 225, 390, 404, 458, 469, 482], "beyond": [4, 436], "bia": 82, "big": 101, "bin": [95, 116, 118, 132, 163, 164, 411], "bin_edg": [163, 164], "binari": [58, 60, 61, 149, 150, 152, 153, 491, 502], "binary_repr": 6, "bincount": [6, 95, 163], "binomi": [6, 392], "bins_0": 164, "bins_1": 164, "bit": [58, 59, 60, 61, 101, 135, 169, 173, 189, 221, 223, 224, 249, 251, 434, 446, 502], "bitwis": [58, 60, 61], "bitwise_and": [6, 59, 60, 61, 173, 221], "bitwise_invert": [59, 173], "bitwise_left_shift": 189, "bitwise_not": 6, "bitwise_or": [6, 58, 59, 61, 173, 223], "bitwise_right_shift": 434, "bitwise_xor": [6, 58, 59, 60, 173, 224], "biufcmmosuv": 101, "blackman": 6, "block": [6, 70, 71, 100, 134, 166, 187, 440, 456, 487], "bmat": 6, "bool": [9, 16, 17, 21, 31, 32, 36, 37, 38, 41, 44, 49, 56, 64, 77, 81, 84, 95, 98, 101, 104, 107, 134, 148, 157, 160, 161, 163, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 190, 191, 192, 202, 204, 205, 209, 213, 225, 226, 229, 231, 233, 235, 241, 242, 243, 246, 247, 248, 249, 250, 251, 252, 306, 353, 354, 365, 427, 431, 443, 446, 457, 459, 461, 480, 483, 484, 498], "bool_": 9, "boolean": [58, 59, 60, 61, 77, 84, 101, 113, 142, 148, 171, 173, 174, 177, 178, 179, 180, 181, 182, 186, 221, 223, 226, 227, 231, 247, 249, 250, 252, 353, 361, 427, 457, 461, 484], "boolean_sequ": 186, "both": [10, 15, 17, 22, 29, 37, 38, 51, 56, 58, 60, 61, 68, 76, 83, 96, 97, 107, 123, 130, 142, 144, 145, 146, 147, 156, 160, 161, 162, 167, 172, 174, 187, 188, 189, 190, 191, 204, 219, 220, 221, 223, 224, 228, 230, 236, 237, 240, 251, 352, 354, 363, 364, 428, 431, 434, 458, 465, 467, 472, 474, 476, 478, 485, 488], "bound": [368, 423, 442, 461, 462], "boundari": [159, 368, 423], "branch": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52], "briefli": 498, "broadcast": [15, 16, 21, 31, 32, 38, 56, 62, 63, 68, 77, 81, 96, 103, 113, 142, 145, 146, 167, 180, 181, 204, 205, 224, 226, 228, 229, 230, 231, 235, 236, 240, 242, 243, 247, 249, 250, 251, 252, 363, 364, 365, 368, 369, 427, 429, 457, 458, 459, 462, 466, 478, 484, 488], "broadcast_arrai": [6, 63], "broadcast_shap": 6, "broadcast_to": [6, 62, 466], "brought": 10, "buffer": [44, 85, 86, 98, 148, 149, 150, 152, 153, 214, 229, 235, 244, 245], "buffer_lik": 149, "buffererror": 148, "build": 502, "build_loc": 4, "built": 101, "busday_count": 6, "busday_offset": 6, "byte": [6, 49, 98, 101, 103, 149, 150, 214, 306, 322, 326], "byte_bound": 6, "byteord": 101, "byteswap": 6, "bz2": 214, "c": [2, 4, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 36, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 75, 76, 79, 80, 83, 87, 88, 96, 97, 98, 101, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 136, 142, 143, 144, 145, 146, 147, 154, 155, 156, 158, 160, 161, 162, 167, 170, 172, 173, 177, 178, 179, 187, 188, 189, 190, 191, 194, 200, 203, 204, 207, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 228, 230, 236, 237, 240, 306, 311, 319, 332, 335, 351, 352, 353, 354, 356, 357, 362, 363, 364, 366, 371, 372, 422, 423, 426, 428, 430, 431, 432, 434, 435, 441, 445, 446, 447, 448, 453, 454, 458, 463, 464, 465, 466, 478, 479, 480, 481, 488, 489, 490, 506], "c_contigu": [43, 45, 98, 311, 430], "ca": 74, "calcul": [10, 11, 12, 15, 20, 29, 51, 56, 84, 86, 94, 96, 102, 103, 107, 109, 110, 112, 116, 125, 142, 143, 144, 147, 159, 164, 167, 195, 196, 197, 198, 200, 205, 217, 219, 220, 226, 228, 231, 237, 240, 247, 250, 252, 354, 363, 364, 365, 427, 428, 457, 458, 478, 484, 485, 491, 506], "call": [10, 20, 22, 29, 31, 32, 33, 43, 45, 51, 101, 122, 123, 124, 127, 130, 151, 195, 197, 203, 210, 227, 260, 353, 455, 461, 466, 469, 506], "callabl": [151, 227], "cambridg": 10, "can": [0, 3, 4, 10, 15, 17, 22, 23, 29, 33, 36, 37, 38, 40, 41, 42, 43, 44, 45, 48, 49, 51, 56, 58, 59, 60, 61, 64, 75, 76, 83, 89, 90, 92, 93, 96, 97, 98, 101, 103, 104, 105, 106, 107, 114, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 132, 134, 142, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 166, 167, 168, 171, 172, 173, 174, 176, 183, 184, 186, 187, 188, 189, 190, 191, 192, 199, 200, 201, 212, 213, 214, 219, 220, 221, 223, 224, 225, 227, 228, 230, 234, 236, 237, 240, 249, 251, 306, 311, 338, 340, 351, 352, 353, 354, 355, 356, 357, 362, 363, 364, 369, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 422, 423, 428, 430, 431, 434, 450, 458, 461, 462, 465, 467, 469, 470, 472, 476, 477, 478, 480, 483, 485, 488, 489, 490, 498, 506], "can_cast": [6, 502], "cannot": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 70, 71, 242, 243, 431, 452, 455, 456], "capabl": [23, 36, 40, 41, 43, 45, 56, 115, 157, 213, 225, 228], "care": [23, 195], "cartesian": 233, "case": [4, 16, 21, 23, 31, 32, 36, 40, 41, 42, 43, 45, 56, 75, 85, 86, 89, 92, 94, 103, 104, 105, 106, 114, 118, 121, 126, 130, 132, 149, 150, 151, 152, 154, 155, 157, 159, 168, 195, 206, 209, 213, 214, 220, 225, 234, 244, 245, 249, 251, 355, 356, 357, 365, 422, 431, 432, 459, 465, 470, 482, 483, 489, 490, 498], "cast": [16, 21, 49, 64, 70, 71, 77, 84, 85, 86, 98, 103, 142, 166, 195, 226, 228, 231, 241, 244, 245, 247, 249, 250, 251, 252, 306, 365, 427, 440, 456, 457, 459, 484, 487], "cat": [375, 392], "cauchi": 411, "cbrt": [6, 453], "cdef": 104, "cdot": 465, "cdoubl": 9, "ceil": [6, 35, 136, 143, 144, 435, 439, 479], "center": [117, 118, 119, 120, 124, 125, 132], "central": [159, 393, 394], "certain": [101, 227], "ch": 10, "chain": [97, 98, 103, 104], "chang": [49, 75, 83, 98, 101, 103, 113, 244, 245, 306, 319, 343, 348, 351, 361, 362, 368, 369, 370, 422, 431, 432, 437, 482, 502], "char": 101, "charact": [101, 150], "check": [16, 21, 40, 41, 42, 64, 121, 176, 183, 192, 205, 208], "check_valid": 391, "chi": [377, 393], "chisquar": 6, "choic": [6, 67, 98, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 196, 198, 307], "choicelist": 443, "choleski": 6, "choos": [6, 20, 26, 28, 46, 50, 98, 104, 443, 488, 498], "chosen": [34, 163, 480, 488], "circ": 506, "circl": [207, 469], "clamp": [368, 461, 462], "clariti": 134, "class": [3, 4, 98, 101, 137, 149, 150, 151, 153, 171, 214, 373, 401, 470, 502], "classic": 103, "clear": [101, 498], "clip": [6, 98, 368, 423, 461, 462, 498], "close": [13, 14, 20, 24, 25, 26, 28, 46, 48, 49, 50, 98, 103, 111, 170, 213, 306, 373, 401, 424, 425, 435, 439, 469], "closer": 479, "cloud": 3, "cmake": 4, "co": [6, 13, 14, 24, 25, 26, 46, 80, 197, 447, 463, 469], "code": [44, 101, 185, 430], "codeplai": 4, "coeffici": [200, 208, 212], "coerc": [44, 149, 150, 151, 152, 153, 214], "coin": 375, "col": 171, "collaps": [98, 319, 480], "column": [6, 40, 41, 42, 43, 45, 48, 49, 69, 70, 71, 85, 86, 93, 98, 100, 114, 134, 140, 141, 159, 165, 166, 168, 195, 196, 200, 203, 206, 209, 306, 422, 423, 430, 440, 452, 456, 470, 472, 476, 481, 483, 487], "column_stack": [6, 70, 71, 100, 166, 440, 456, 487], "com": 4, "combin": [0, 101, 111, 119, 124, 129, 133, 159], "combinatori": 104, "come": 480, "comma": [101, 103], "command": 4, "common": [122, 123, 124, 156, 188, 353, 465], "common_typ": 6, "compani": [375, 392], "compar": [17, 37, 107, 145, 146, 164, 174, 230, 236], "compare_chararrai": 6, "comparison": [2, 107, 160, 161, 190, 191, 354, 491, 502], "compat": [3, 4, 10, 16, 21, 49, 56, 98, 226, 231, 246, 247, 248, 250, 252, 306, 427, 431, 457, 484, 502], "compil": [4, 101, 158, 430], "complement": 482, "complementari": [144, 482], "complet": [3, 4, 104, 150, 151, 206, 437, 498], "complex": [10, 11, 12, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 37, 46, 47, 50, 51, 52, 64, 84, 97, 98, 101, 104, 108, 115, 116, 117, 119, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 135, 142, 145, 146, 170, 175, 176, 182, 183, 195, 196, 197, 198, 206, 207, 209, 226, 228, 230, 236, 241, 250, 252, 309, 310, 366, 424, 425, 427, 451, 457, 480, 484, 485, 498, 502], "complex128": [9, 56, 433], "complex64": [9, 56, 98, 142, 339], "compliant": 98, "complic": [103, 506], "compon": [10, 37, 120, 125, 132, 135, 170, 241, 424], "compos": 76, "composit": [86, 187, 459, 469], "compress": [6, 113, 443, 461, 498], "comput": [4, 10, 13, 14, 20, 24, 25, 26, 27, 28, 29, 30, 35, 46, 47, 50, 51, 52, 56, 58, 59, 60, 61, 65, 72, 73, 79, 80, 84, 85, 86, 94, 95, 103, 109, 110, 111, 112, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 159, 160, 161, 162, 163, 164, 170, 171, 173, 187, 190, 191, 193, 194, 195, 196, 197, 198, 199, 203, 204, 205, 206, 207, 209, 210, 211, 212, 215, 216, 217, 218, 221, 222, 223, 224, 226, 228, 231, 232, 237, 244, 245, 246, 247, 248, 249, 250, 251, 252, 351, 362, 366, 424, 426, 427, 428, 435, 439, 441, 445, 446, 447, 448, 453, 457, 459, 463, 464, 465, 469, 472, 476, 484], "compute_uv": [193, 209, 210], "concat": 71, "concaten": [6, 69, 70, 100, 166, 440, 452, 456, 462, 487], "concept": [23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490, 498], "cond": [6, 199], "condit": [34, 49, 97, 98, 113, 193, 199, 203, 306, 353, 361, 368, 370, 443, 488], "condlist": 443, "confus": 147, "conj": [6, 73, 98, 121, 170, 192, 195, 366], "conjug": [6, 10, 72, 97, 98, 127, 130, 170, 192, 195, 196, 197, 198, 228, 309, 366, 485], "consecut": [94, 102, 159], "conserv": 233, "consid": [17, 23, 36, 37, 40, 41, 43, 45, 104, 132, 157, 174, 177, 196, 198, 202, 213, 225, 228, 373, 401, 432, 480], "consist": [37, 38, 102, 116, 117, 119, 122, 123, 124, 128, 129, 131, 133, 150, 164, 212, 213, 462, 465], "constant": [9, 101, 159], "constraint": 56, "construct": [40, 41, 42, 67, 89, 92, 93, 98, 101, 114, 149, 150, 151, 152, 153, 168, 186, 214, 234, 307, 355, 443, 466, 467, 488, 491], "constructor": 498, "consum": [98, 326], "contain": [10, 11, 12, 13, 14, 15, 16, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 42, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 72, 73, 76, 77, 79, 80, 83, 84, 93, 96, 98, 101, 107, 109, 110, 112, 117, 118, 119, 122, 127, 130, 132, 138, 142, 143, 144, 145, 146, 147, 148, 153, 158, 159, 160, 161, 163, 164, 167, 170, 171, 173, 189, 190, 191, 196, 206, 209, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 226, 230, 231, 236, 237, 240, 242, 243, 246, 247, 248, 250, 252, 335, 351, 353, 354, 360, 362, 363, 364, 366, 373, 424, 426, 427, 428, 434, 435, 439, 441, 445, 446, 447, 448, 453, 454, 457, 458, 463, 464, 468, 472, 473, 476, 477, 478, 479, 484, 498], "content": [43, 98, 410], "context": 10, "contigu": [40, 41, 42, 43, 45, 97, 98, 103, 203, 332, 422, 430, 431], "continu": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 373, 405], "contourf": 233, "contract": [103, 104, 465], "contrast": [103, 368], "contribut": [10, 56, 163, 164], "control": [4, 49, 64, 70, 71, 77, 98, 103, 166, 228, 306, 440, 456, 487], "conveni": [98, 348, 373], "convent": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 97, 103, 104, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 172, 212, 228, 358, 465], "convers": [49, 98, 103, 306, 491], "convert": [22, 31, 32, 36, 40, 41, 42, 43, 44, 45, 48, 53, 54, 55, 75, 87, 88, 89, 92, 101, 103, 104, 111, 154, 155, 157, 176, 183, 213, 225, 371, 372, 423, 430, 481, 482, 483], "convolut": [10, 74, 78], "convolv": [6, 78], "coolei": 10, "coordin": [81, 151, 159, 171, 186, 233, 423, 481], "copi": [6, 22, 23, 33, 36, 37, 40, 41, 42, 43, 44, 45, 49, 53, 54, 55, 77, 89, 90, 92, 93, 98, 101, 105, 106, 113, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 233, 234, 241, 260, 306, 319, 321, 329, 335, 338, 355, 356, 357, 359, 361, 362, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 414, 417, 422, 430, 431, 432, 442, 450, 455, 470, 471, 472, 475, 476, 483, 489, 490, 498], "copysign": [6, 351, 362], "copyto": [6, 98, 113, 311, 361], "core": [3, 101, 103, 498], "corner": [117, 119, 123, 124], "corrcoef": [6, 82], "correct": [11, 12, 13, 14, 15, 20, 22, 24, 25, 26, 27, 28, 29, 30, 34, 35, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 70, 71, 72, 73, 76, 79, 80, 87, 88, 96, 107, 109, 110, 112, 115, 121, 127, 129, 136, 142, 143, 144, 145, 146, 147, 156, 160, 161, 162, 167, 170, 173, 177, 178, 179, 188, 189, 190, 191, 208, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 230, 236, 237, 240, 351, 352, 354, 362, 363, 364, 366, 371, 372, 426, 428, 430, 434, 435, 439, 441, 445, 446, 447, 448, 453, 454, 456, 458, 463, 464, 478, 479], "correctli": [20, 26, 28, 31, 32, 46, 50, 81, 204, 229, 235, 242, 243, 249, 251, 353, 365, 459], "correl": [6, 502], "correspond": [6, 10, 23, 31, 32, 36, 39, 40, 41, 42, 43, 44, 45, 49, 68, 70, 71, 75, 87, 88, 89, 90, 92, 93, 98, 99, 105, 106, 114, 117, 118, 119, 121, 123, 124, 127, 128, 129, 130, 131, 132, 133, 148, 149, 150, 151, 152, 153, 154, 155, 157, 159, 165, 168, 171, 186, 195, 196, 213, 214, 225, 227, 228, 234, 306, 311, 315, 355, 356, 357, 360, 371, 372, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 436, 443, 444, 452, 457, 465, 468, 469, 470, 472, 476, 483, 484, 486, 489, 490, 498], "correspondingli": [10, 452], "cosh": [6, 14, 25, 79, 448, 464], "cosin": [13, 14, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 79, 80, 447, 448, 463, 464], "cost": [103, 104], "costli": 104, "could": [98, 121, 127, 129, 340], "count": [16, 21, 57, 81, 95, 101, 104, 139, 149, 150, 152, 153, 159, 163, 164, 353, 365, 375, 449, 459, 480, 491, 502], "count_nonzero": [6, 353], "counterclockwis": [140, 141, 438], "counterpart": [10, 121, 127, 129, 498], "cov": [6, 391], "covari": 82, "cover": [472, 476, 502], "cpu": [4, 23, 36, 40, 41, 42, 43, 45, 75, 78, 82, 89, 92, 105, 106, 108, 114, 118, 132, 149, 150, 151, 152, 154, 155, 157, 168, 213, 214, 225, 232, 234, 238, 249, 355, 356, 357, 470, 483, 489, 490], "creat": [3, 4, 23, 36, 38, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 91, 92, 93, 98, 101, 104, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 241, 306, 311, 355, 356, 357, 369, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 467, 470, 472, 473, 476, 477, 483, 489, 490, 498, 502], "creation": [101, 104, 491, 498, 502, 506], "crop": [116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133], "cross": [6, 78, 186], "csingl": 9, "ct": 10, "ctype": 430, "cube": [65, 142, 453], "cubic": 104, "cuda": 4, "cumprod": [6, 98, 244, 498], "cumproduct": 6, "cumsum": [6, 94, 98, 245, 459, 469, 498], "cumul": [84, 85, 86, 94, 98, 244, 245, 312, 313, 459, 469], "cupi": [2, 491], "current": [10, 11, 12, 13, 14, 15, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 59, 60, 61, 65, 66, 68, 76, 79, 80, 87, 88, 96, 98, 101, 104, 109, 110, 112, 142, 143, 144, 145, 146, 147, 150, 162, 164, 167, 168, 173, 189, 216, 217, 218, 219, 220, 230, 236, 237, 238, 240, 338, 351, 352, 362, 363, 364, 366, 371, 372, 426, 428, 430, 434, 435, 441, 445, 446, 447, 448, 458, 463, 464, 478, 479], "curv": 469, "custom": 498, "customarili": 10, "cut": [13, 14, 24, 25, 26, 27, 28, 30, 46, 47, 50, 52, 200], "cutoff": 205, "cycl": [118, 132, 186, 432], "cyclic": 368, "cython": 4, "d": [0, 16, 21, 23, 56, 69, 70, 71, 85, 86, 89, 90, 91, 92, 93, 97, 98, 100, 101, 114, 118, 120, 125, 132, 134, 138, 140, 141, 153, 165, 166, 168, 172, 186, 194, 196, 197, 203, 204, 207, 228, 233, 244, 245, 251, 319, 353, 363, 364, 365, 368, 378, 422, 431, 440, 442, 444, 456, 459, 461, 465, 466, 467, 474, 480, 483, 487, 498], "d0": [373, 400, 402], "d1": [373, 402], "d3": 90, "data": [1, 3, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 24, 25, 26, 27, 28, 29, 30, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 56, 58, 59, 60, 61, 63, 64, 65, 66, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 87, 88, 89, 92, 95, 96, 97, 98, 101, 103, 105, 106, 107, 108, 109, 110, 112, 114, 115, 121, 127, 129, 135, 136, 138, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 160, 161, 162, 163, 164, 166, 167, 168, 169, 170, 171, 173, 174, 176, 177, 178, 179, 180, 181, 183, 188, 189, 190, 191, 200, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 230, 231, 232, 236, 237, 238, 240, 241, 242, 243, 246, 247, 248, 249, 250, 252, 306, 335, 348, 350, 351, 352, 354, 356, 357, 361, 362, 363, 364, 366, 368, 369, 371, 372, 373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 392, 395, 396, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 424, 426, 427, 428, 429, 430, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 445, 446, 447, 448, 449, 453, 454, 455, 456, 457, 458, 462, 463, 464, 467, 470, 478, 479, 484, 487, 488, 489, 490, 491, 502], "datatyp": [101, 202], "date": 4, "datetim": 101, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [82, 98, 250, 252, 342, 349, 457, 484], "decai": 386, "decim": [35, 98, 135, 136, 336, 435, 439], "decomposit": [192, 199, 202, 205, 209, 210, 502], "decompress": 214, "decreas": [95, 469], "decreasingli": [10, 117, 119, 123, 124], "deem": 148, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 62, 63, 65, 66, 68, 70, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 98, 101, 102, 103, 104, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 168, 170, 171, 173, 174, 177, 178, 179, 180, 181, 188, 189, 190, 191, 192, 193, 196, 198, 200, 202, 203, 204, 205, 206, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 311, 319, 351, 352, 354, 355, 356, 357, 359, 360, 362, 363, 364, 365, 366, 368, 371, 372, 373, 377, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 411, 412, 414, 417, 422, 423, 425, 426, 427, 428, 429, 430, 431, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 445, 446, 447, 448, 449, 450, 452, 453, 454, 456, 457, 458, 459, 461, 462, 463, 464, 465, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 486, 487, 488, 489, 490, 498], "default_rng": 6, "defg": 104, "defici": 202, "defin": [10, 29, 51, 83, 101, 106, 116, 145, 146, 155, 162, 163, 164, 230, 236, 241, 357, 362, 425, 438, 490, 498], "definit": [83, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 143, 192, 469], "deg": [20, 372], "deg2rad": [6, 371, 372, 482], "degre": [6, 20, 87, 250, 252, 371, 372, 415, 438, 457, 482, 484, 506], "del": 506, "delet": [6, 22], "delta": [10, 250, 252, 457, 482, 484], "demonstr": [0, 4, 101], "dens": [171, 186, 234], "densiti": 163, "depend": [4, 34, 93, 115, 121, 127, 129, 196, 200, 206, 208, 209, 213, 249, 251, 443, 488], "deprec": 6, "deprecate_with_doc": 6, "depth": [69, 70, 71, 99, 100, 166, 440, 452, 456, 487], "deriv": 159, "descend": 209, "descr": 101, "describ": [84, 101, 226, 427, 502], "descript": [84, 101, 122, 124, 163, 226, 427, 498], "design": 10, "desir": [23, 36, 40, 41, 43, 45, 48, 63, 105, 106, 114, 122, 123, 124, 154, 155, 157, 168, 213, 225, 356, 357, 422, 466, 470, 489, 490], "destin": [70, 71, 166, 239, 368, 369, 440, 456, 462, 487], "destruct": 506, "det": [6, 207], "detail": [35, 117, 119, 123, 124, 128, 129, 131, 133, 148, 439, 472, 473, 476, 477, 480, 498], "determin": [13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 46, 47, 50, 51, 52, 58, 60, 61, 65, 76, 79, 80, 87, 88, 96, 109, 110, 112, 144, 145, 146, 147, 150, 151, 153, 167, 189, 194, 200, 206, 207, 215, 216, 217, 218, 219, 220, 228, 230, 236, 237, 240, 352, 363, 364, 371, 372, 423, 426, 428, 434, 441, 443, 445, 447, 448, 453, 454, 458, 463, 464, 467, 478, 479, 481], "devel": 4, "develop": [3, 4], "deviat": [98, 231, 247, 250, 252, 342, 373, 388, 395, 457, 484], "devic": [0, 2, 3, 23, 36, 40, 41, 42, 43, 44, 45, 49, 56, 75, 84, 89, 90, 92, 98, 103, 105, 106, 114, 115, 118, 132, 136, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 226, 227, 228, 231, 234, 247, 250, 252, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 427, 455, 457, 470, 472, 476, 483, 484, 489, 490], "df": [377, 393, 415, 416], "dfden": [381, 394], "dfnum": [381, 394], "dft": [10, 116, 121, 122, 126, 127, 130], "di": [90, 91], "diag": [6, 92, 93, 103, 114, 140, 141, 168, 195, 197, 209, 443, 467], "diag_indic": [6, 91, 134], "diag_indices_from": [6, 90, 134], "diagflat": [6, 89, 93, 467], "diagon": [6, 89, 90, 91, 92, 98, 103, 114, 134, 168, 192, 196, 197, 198, 227, 347, 443, 467, 470, 471, 472, 473, 475, 476, 477, 498], "dice": 390, "dictionari": 101, "diff": [6, 86, 102, 159, 163], "differ": [3, 10, 17, 23, 36, 39, 40, 41, 42, 43, 45, 56, 75, 84, 86, 89, 92, 94, 98, 101, 102, 105, 106, 114, 117, 118, 122, 123, 125, 128, 131, 132, 135, 140, 141, 142, 149, 150, 151, 152, 154, 155, 157, 159, 168, 174, 198, 213, 214, 225, 226, 228, 234, 311, 355, 356, 357, 361, 363, 364, 369, 427, 432, 438, 458, 462, 470, 472, 476, 482, 483, 489, 490, 502], "digit": [6, 10, 135, 163], "dim": [17, 423], "dimens": [16, 21, 22, 31, 32, 36, 53, 54, 55, 56, 69, 70, 71, 77, 81, 82, 83, 90, 93, 94, 98, 99, 101, 111, 123, 124, 136, 140, 141, 159, 166, 171, 172, 186, 202, 204, 206, 210, 226, 229, 231, 233, 234, 235, 239, 242, 243, 246, 247, 248, 249, 250, 251, 252, 319, 327, 338, 350, 353, 355, 365, 369, 373, 403, 405, 406, 408, 422, 423, 427, 431, 438, 444, 452, 455, 456, 457, 459, 460, 461, 462, 466, 467, 472, 473, 476, 477, 480, 481, 484, 486, 498, 502], "dimension": [2, 4, 33, 74, 78, 81, 84, 90, 91, 92, 93, 94, 95, 98, 102, 103, 116, 117, 119, 121, 122, 123, 124, 127, 128, 129, 130, 131, 133, 134, 149, 150, 152, 159, 165, 171, 186, 200, 206, 211, 212, 226, 229, 233, 234, 235, 242, 243, 246, 248, 250, 252, 341, 350, 355, 358, 365, 427, 450, 457, 459, 461, 466, 469, 480, 484, 485, 486, 491], "direct": [10, 83, 94, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 140, 141, 159, 352, 438], "directli": [101, 151, 171, 225, 353, 462], "directori": 158, "dirichlet": 6, "discard": 479, "discont": 482, "discontinu": 482, "discret": [3, 10, 74, 78, 86, 94, 102, 116, 117, 118, 119, 122, 123, 124, 127, 128, 129, 130, 131, 132, 133, 159, 373, 491], "disp": 6, "dispers": 418, "displac": [98, 343], "disregard": 432, "distanc": 159, "distinct": [145, 146, 230, 236, 432], "distinguish": 101, "distribut": [3, 4, 225, 373, 374, 375, 377, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 398, 399, 400, 401, 402, 404, 405, 407, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 502], "divid": [6, 39, 99, 100, 144, 147, 165, 237, 428, 452, 478, 486], "divis": [96, 144, 147, 237, 363, 364, 428, 452, 478, 479], "divisor": [156, 188, 250, 252, 457, 484], "divmod": [6, 498], "dlpack": 148, "dmlc": 148, "dn": [373, 400, 402], "do": [3, 4, 101, 227, 375, 437, 469], "docstr": 498, "document": [0, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 319, 320, 321, 323, 324, 325, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 340, 341, 342, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 498], "doe": [22, 23, 39, 64, 103, 113, 115, 130, 145, 146, 148, 206, 241, 244, 245, 361, 432, 452, 461], "domain": [10, 121, 126], "done": [3, 49, 98, 103, 212, 306, 480, 482], "dot": [6, 98, 103, 104, 172, 192, 197, 199, 203, 205, 206, 208, 209, 211, 212, 228, 465, 485], "doubl": [9, 386, 465], "down": 141, "dp": [96, 194, 196, 207, 208, 363, 364, 458, 478], "dpc": 4, "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 89, 90, 92, 98, 105, 106, 114, 118, 132, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 171, 213, 214, 225, 227, 234, 242, 243, 246, 248, 249, 306, 311, 355, 356, 357, 367, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490], "dpnp": [0, 2, 3, 4, 10, 491, 498, 502, 503, 506], "dpnp_arrai": [23, 36, 40, 41, 42, 43, 45, 49, 75, 89, 90, 92, 105, 106, 114, 118, 132, 135, 148, 149, 150, 151, 152, 153, 154, 155, 157, 168, 169, 171, 213, 214, 225, 227, 234, 253, 306, 311, 355, 356, 357, 373, 395, 400, 401, 402, 403, 404, 405, 406, 408, 409, 414, 417, 470, 472, 476, 483, 489, 490, 491], "dpnp_iface_arraycr": [234, 355], "draw": [373, 374, 375, 377, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 398, 399, 401, 407, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420], "drawn": [373, 374, 375, 377, 380, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 395, 396, 398, 399, 401, 404, 407, 413, 414, 415, 416, 417, 418, 419, 420, 421, 443], "drill": [375, 392], "driver": 2, "drop": [3, 101], "dsplit": [6, 70, 71, 100, 452], "dst": 77, "dstack": [6, 69, 70, 71, 166, 440, 452, 456, 487], "dt": [101, 469], "dt2": 101, "dtype": [0, 9, 11, 12, 13, 14, 15, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 52, 56, 58, 59, 60, 61, 64, 65, 66, 70, 71, 72, 73, 76, 79, 80, 82, 84, 85, 86, 87, 88, 90, 96, 98, 103, 105, 106, 107, 109, 110, 112, 114, 115, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 166, 167, 168, 169, 170, 171, 173, 177, 178, 179, 180, 181, 188, 189, 190, 191, 203, 209, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 229, 230, 231, 235, 236, 237, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 306, 312, 313, 324, 330, 339, 342, 344, 347, 349, 351, 352, 354, 356, 357, 362, 363, 364, 365, 366, 371, 372, 373, 395, 401, 417, 426, 427, 428, 430, 433, 434, 435, 439, 440, 441, 445, 446, 447, 448, 451, 453, 454, 456, 457, 458, 459, 461, 463, 464, 467, 470, 471, 475, 478, 479, 484, 486, 487, 489, 490, 498], "due": [130, 506], "dump": 6, "dx": [159, 469], "dy": 159, "dz": 159, "e": [9, 10, 14, 25, 27, 47, 84, 85, 93, 101, 105, 106, 111, 114, 117, 121, 122, 123, 124, 127, 129, 130, 142, 150, 154, 155, 159, 168, 189, 195, 207, 211, 215, 356, 357, 373, 425, 429, 432, 460, 470, 489, 490], "ea": 104, "each": [0, 11, 12, 13, 14, 15, 20, 24, 25, 26, 27, 28, 29, 30, 39, 46, 47, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 72, 73, 76, 79, 80, 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225, 373, 380, 382, 384, 385, 386, 387, 395, 407, 412, 419], "scientif": 10, "scipi": 108, "scope": 4, "script": 4, "sctype2char": 6, "search": [104, 491, 502], "searchsort": [6, 95, 98, 163, 450, 498], "second": [15, 17, 29, 37, 38, 51, 56, 58, 60, 61, 76, 83, 93, 96, 97, 101, 104, 107, 110, 117, 118, 119, 120, 123, 124, 127, 130, 132, 142, 144, 145, 146, 147, 156, 159, 160, 161, 163, 164, 165, 166, 167, 172, 174, 187, 188, 189, 190, 191, 219, 220, 221, 223, 224, 227, 228, 229, 230, 233, 235, 236, 237, 240, 354, 358, 363, 364, 428, 434, 438, 454, 458, 460, 465, 467, 478, 485], "section": [4, 39, 101, 119, 124, 129, 133, 498], "see": [3, 35, 101, 116, 117, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 133, 148, 163, 200, 390, 439, 472, 473, 476, 477, 480, 498], "seed": [6, 98, 104, 321, 373], "seek": 150, "seldom": 142, "select": [6, 77, 113, 229, 235, 455, 461, 469, 491], "select_cpu_devic": 0, "select_default_devic": 0, "selector": [23, 36, 40, 41, 42, 43, 44, 45, 49, 75, 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154, 163, 164, 168, 171, 202, 204, 205, 213, 229, 235, 242, 243, 251, 296, 306, 307, 318, 338, 356, 357, 365, 443, 445, 446, 459, 472, 476, 489, 490, 498], "set_numeric_op": 6, "set_printopt": 6, "set_stat": 6, "set_string_funct": 6, "setbufs": 6, "setdiff1d": 6, "seterr": 6, "seterrcal": 6, "seterrobj": 6, "setfield": [6, 101], "setflag": 6, "setup": 4, "setuptool": 4, "setxor1d": 6, "sever": 199, "shape": [4, 6, 11, 12, 13, 14, 15, 16, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 43, 46, 47, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 62, 63, 65, 66, 68, 70, 71, 72, 73, 76, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 90, 91, 94, 95, 96, 97, 98, 100, 101, 105, 106, 107, 109, 110, 111, 112, 115, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 136, 139, 142, 143, 144, 145, 146, 147, 151, 154, 155, 156, 159, 160, 161, 162, 163, 164, 166, 167, 170, 171, 172, 173, 177, 178, 179, 180, 181, 182, 184, 186, 187, 188, 189, 190, 191, 194, 199, 200, 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"dpnp.floor_divide", "dpnp.fmax", "dpnp.fmin", "dpnp.fmod", "dpnp.from_dlpack", "dpnp.frombuffer", "dpnp.fromfile", "dpnp.fromfunction", "dpnp.fromiter", "dpnp.fromstring", "dpnp.full", "dpnp.full_like", "dpnp.gcd", "dpnp.geomspace", "dpnp.get_include", "dpnp.gradient", "dpnp.greater", "dpnp.greater_equal", "dpnp.heaviside", "dpnp.histogram", "dpnp.histogram_bin_edges", "dpnp.hsplit", "dpnp.hstack", "dpnp.hypot", "dpnp.identity", "dpnp.iinfo", "dpnp.imag", "dpnp.indices", "dpnp.inner", "dpnp.invert", "dpnp.isclose", "dpnp.iscomplex", "dpnp.iscomplexobj", "dpnp.isfinite", "dpnp.isinf", "dpnp.isnan", "dpnp.isneginf", "dpnp.isposinf", "dpnp.isreal", "dpnp.isrealobj", "dpnp.isscalar", "dpnp.issubdtype", "dpnp.ix_", "dpnp.kron", "dpnp.lcm", "dpnp.left_shift", "dpnp.less", "dpnp.less_equal", "dpnp.linalg.cholesky", "dpnp.linalg.cond", "dpnp.linalg.det", "dpnp.linalg.eig", "dpnp.linalg.eigh", "dpnp.linalg.eigvals", "dpnp.linalg.eigvalsh", "dpnp.linalg.inv", "dpnp.linalg.lstsq", "dpnp.linalg.matrix_power", "dpnp.linalg.matrix_rank", "dpnp.linalg.multi_dot", "dpnp.linalg.norm", "dpnp.linalg.pinv", "dpnp.linalg.qr", "dpnp.linalg.slogdet", "dpnp.linalg.solve", "dpnp.linalg.svd", "dpnp.linalg.svdvals", "dpnp.linalg.tensorinv", "dpnp.linalg.tensorsolve", "dpnp.linspace", "dpnp.loadtxt", "dpnp.log", "dpnp.log10", "dpnp.log1p", "dpnp.log2", "dpnp.logaddexp", "dpnp.logaddexp2", "dpnp.logical_and", "dpnp.logical_not", "dpnp.logical_or", "dpnp.logical_xor", "dpnp.logspace", "dpnp.logsumexp", "dpnp.mask_indices", "dpnp.matmul", "dpnp.max", "dpnp.maximum", "dpnp.mean", "dpnp.median", "dpnp.meshgrid", "dpnp.mgrid", "dpnp.min", "dpnp.minimum", "dpnp.mod", "dpnp.modf", "dpnp.moveaxis", "dpnp.multiply", "dpnp.nan_to_num", "dpnp.nanargmax", "dpnp.nanargmin", "dpnp.nancumprod", "dpnp.nancumsum", "dpnp.nanmax", "dpnp.nanmean", "dpnp.nanmin", "dpnp.nanprod", "dpnp.nanstd", "dpnp.nansum", "dpnp.nanvar", "dpnp.ndarray", "dpnp.ndarray.T", "dpnp.ndarray.__abs__", "dpnp.ndarray.__add__", "dpnp.ndarray.__and__", "dpnp.ndarray.__bool__", "dpnp.ndarray.__complex__", "dpnp.ndarray.__copy__", "dpnp.ndarray.__eq__", "dpnp.ndarray.__float__", "dpnp.ndarray.__floordiv__", "dpnp.ndarray.__ge__", "dpnp.ndarray.__getitem__", "dpnp.ndarray.__gt__", "dpnp.ndarray.__iadd__", "dpnp.ndarray.__iand__", "dpnp.ndarray.__ifloordiv__", "dpnp.ndarray.__ilshift__", "dpnp.ndarray.__imod__", "dpnp.ndarray.__imul__", "dpnp.ndarray.__int__", "dpnp.ndarray.__invert__", "dpnp.ndarray.__ior__", "dpnp.ndarray.__ipow__", "dpnp.ndarray.__irshift__", "dpnp.ndarray.__isub__", "dpnp.ndarray.__itruediv__", "dpnp.ndarray.__ixor__", "dpnp.ndarray.__le__", "dpnp.ndarray.__len__", "dpnp.ndarray.__lshift__", "dpnp.ndarray.__lt__", "dpnp.ndarray.__matmul__", "dpnp.ndarray.__mod__", "dpnp.ndarray.__mul__", "dpnp.ndarray.__ne__", "dpnp.ndarray.__neg__", "dpnp.ndarray.__new__", "dpnp.ndarray.__or__", "dpnp.ndarray.__pos__", "dpnp.ndarray.__pow__", "dpnp.ndarray.__repr__", "dpnp.ndarray.__rshift__", "dpnp.ndarray.__setitem__", "dpnp.ndarray.__str__", "dpnp.ndarray.__sub__", "dpnp.ndarray.__truediv__", "dpnp.ndarray.__xor__", "dpnp.ndarray.all", "dpnp.ndarray.any", "dpnp.ndarray.argmax", "dpnp.ndarray.argmin", "dpnp.ndarray.argsort", "dpnp.ndarray.astype", "dpnp.ndarray.choose", "dpnp.ndarray.clip", "dpnp.ndarray.conj", "dpnp.ndarray.conjugate", "dpnp.ndarray.copy", "dpnp.ndarray.cumprod", "dpnp.ndarray.cumsum", "dpnp.ndarray.diagonal", "dpnp.ndarray.dtype", "dpnp.ndarray.fill", "dpnp.ndarray.flags", "dpnp.ndarray.flat", "dpnp.ndarray.flatten", "dpnp.ndarray.imag", "dpnp.ndarray.item", "dpnp.ndarray.itemsize", "dpnp.ndarray.max", "dpnp.ndarray.mean", "dpnp.ndarray.min", "dpnp.ndarray.nbytes", "dpnp.ndarray.ndim", "dpnp.ndarray.nonzero", "dpnp.ndarray.partition", "dpnp.ndarray.prod", "dpnp.ndarray.put", "dpnp.ndarray.ravel", "dpnp.ndarray.real", "dpnp.ndarray.repeat", "dpnp.ndarray.reshape", "dpnp.ndarray.round", "dpnp.ndarray.searchsorted", "dpnp.ndarray.shape", "dpnp.ndarray.size", "dpnp.ndarray.sort", "dpnp.ndarray.squeeze", "dpnp.ndarray.std", "dpnp.ndarray.strides", "dpnp.ndarray.sum", "dpnp.ndarray.swapaxes", "dpnp.ndarray.take", "dpnp.ndarray.trace", "dpnp.ndarray.transpose", "dpnp.ndarray.var", "dpnp.ndim", "dpnp.negative", "dpnp.nextafter", "dpnp.nonzero", "dpnp.not_equal", "dpnp.ogrid", "dpnp.ones", "dpnp.ones_like", "dpnp.outer", "dpnp.partition", "dpnp.permute_dims", "dpnp.place", "dpnp.positive", "dpnp.pow", "dpnp.power", "dpnp.prod", "dpnp.proj", "dpnp.ptp", "dpnp.put", "dpnp.put_along_axis", "dpnp.putmask", "dpnp.rad2deg", "dpnp.radians", "dpnp.random.RandomState", "dpnp.random.beta", "dpnp.random.binomial", "dpnp.random.bytes", "dpnp.random.chisquare", "dpnp.random.choice", "dpnp.random.dirichlet", "dpnp.random.exponential", "dpnp.random.f", "dpnp.random.gamma", "dpnp.random.geometric", "dpnp.random.gumbel", "dpnp.random.hypergeometric", "dpnp.random.laplace", "dpnp.random.logistic", 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