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223, "99959305": 96, "99989938": 96, "9999": 223, "99997791": 96, "999999e": 159, "A": [10, 11, 12, 13, 15, 18, 20, 21, 22, 23, 24, 25, 26, 27, 33, 36, 37, 38, 39, 40, 41, 42, 48, 49, 50, 51, 52, 53, 55, 56, 58, 59, 61, 62, 64, 65, 66, 68, 69, 73, 74, 75, 76, 77, 78, 79, 81, 82, 85, 87, 89, 91, 92, 93, 94, 95, 97, 98, 99, 100, 102, 103, 105, 106, 107, 110, 111, 112, 116, 117, 118, 119, 120, 121, 124, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 152, 153, 155, 156, 158, 162, 163, 164, 165, 166, 172, 173, 174, 175, 179, 180, 181, 183, 185, 186, 189, 190, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 216, 218, 219, 222, 226, 227, 231, 233, 288, 293, 301, 332, 333, 334, 335, 336, 337, 338, 339, 342, 343, 345, 350, 351, 352, 354, 371, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 401, 404, 406, 410, 411, 416, 420, 421, 422, 423, 426, 427, 431, 433, 434, 436, 437, 438, 439, 441, 443, 445, 447, 449, 451, 452, 455, 459, 460, 461, 477], "AND": [14, 48, 49, 50, 51, 158, 203, 204, 205, 206], "And": [4, 41, 42, 79, 87, 288, 445, 449], "As": 453, "Be": 178, "Being": 3, "But": [4, 89], "By": [28, 29, 42, 72, 87, 105, 109, 111, 115, 117, 121, 144, 183, 195, 207, 210, 211, 213, 217, 224, 225, 228, 229, 230, 231, 232, 233, 234, 288, 401, 407, 412, 430, 434, 443, 445, 447, 449, 456], "For": [0, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 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, 74, 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, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 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450, 451, 453, 454, 455, 456, 457, 458, 459, 460, 461, 469, 477], "If": [4, 10, 11, 12, 14, 15, 19, 20, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40, 42, 46, 58, 60, 70, 72, 73, 74, 75, 78, 82, 83, 86, 87, 89, 90, 91, 92, 99, 101, 102, 103, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 127, 133, 134, 141, 144, 146, 149, 150, 151, 155, 156, 157, 159, 165, 166, 167, 175, 183, 184, 185, 186, 187, 188, 189, 192, 194, 195, 196, 207, 208, 211, 212, 213, 215, 217, 218, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 322, 341, 344, 347, 348, 352, 374, 396, 402, 403, 405, 407, 408, 412, 414, 415, 417, 424, 428, 429, 430, 432, 433, 434, 435, 438, 439, 440, 441, 442, 453, 454, 455, 456, 457, 458, 459, 469, 477], "In": [4, 10, 28, 29, 74, 75, 92, 110, 111, 112, 115, 117, 146, 175, 180, 186, 189, 202, 207, 226, 227, 229, 231, 233, 344, 347, 352, 396, 408, 432, 434, 452], "It": [4, 10, 14, 19, 28, 29, 58, 74, 75, 84, 86, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 146, 179, 181, 202, 210, 213, 224, 225, 226, 227, 228, 229, 230, 232, 234, 344, 430, 432, 434, 456, 477], "Its": [58, 193, 348, 440], "NOT": [49, 158, 203, 204, 205, 206], "No": [37, 91, 175], "Not": [14, 19, 162, 223, 226, 227, 228, 230, 231, 233, 344], "OR": [19, 48, 49, 50, 51, 158, 203, 204, 205, 206], "On": 4, "One": [43, 44, 45, 72, 88, 89, 115, 408], "Or": [146, 442], "That": 209, "The": [3, 4, 10, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 53, 55, 58, 59, 60, 64, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 127, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 156, 158, 159, 161, 162, 163, 164, 168, 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89, "__bool__": 469, "__dlpack__": 136, "__dlpack_device__": 136, "__eq__": [87, 89, 125, 352], "__ge__": [87, 89, 125, 352], "__getitem__": [87, 89, 125], "__gt__": [87, 89, 125, 352], "__iter__": 125, "__le__": [87, 89, 125, 352], "__len__": [87, 89], "__lt__": [87, 89, 125, 352], "__main__": 0, "__name__": 0, "__ne__": [87, 89, 125, 352], "__next__": 125, "__setitem__": [87, 125], "__sycl_usm_array_interface__": 39, "_dtypes_list": 0, "a1": [34, 35], "a2": [34, 35], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 58, "a_min": 58, "a_resamp": 115, "ab": [6, 10, 12, 15, 159], "abc": 91, "abcd": 92, "about": [38, 40, 87, 123, 178, 299, 469], "abov": [3, 73, 78, 81, 107, 112, 117, 121, 156, 189, 208, 223, 405, 443, 444, 448], "absolut": [6, 11, 15, 18, 103, 159, 190, 232, 234, 345, 403, 430, 454, 456, 477], "accept": [30, 91, 352, 424, 445, 449], "access": [10, 79, 80, 122, 209, 445, 449, 469], "accord": [14, 19, 46, 54, 89, 121, 123, 178, 179, 180, 181, 208, 213, 229, 232, 234, 405, 410, 430, 456], "accordingli": [228, 230], "account": 408, "accumul": [73, 74, 75, 91, 149, 226, 227, 231, 233, 344, 432, 440], "accur": [89, 100, 146, 199, 201], "accuraci": [110, 111, 112, 115, 117], "achiev": 91, "across": [82, 150, 226, 227, 231, 233], "activ": 4, "actual": [89, 149, 150, 175, 186], "ad": [15, 89, 92, 99, 115, 159, 177, 190, 202, 454, 473], "add": [6, 89, 477], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [73, 175, 229, 453], "address": 89, "adjac": 454, "advanc": 91, "advers": 91, "advis": 4, "affect": [20, 82, 91, 122, 149, 150], "after": [88, 122, 333, 371, 412], "ag": 89, "against": [15, 28, 29, 52, 53, 58, 70, 145, 159, 187, 188, 211, 217, 224, 225, 231, 233, 344, 348, 432, 435], "ai": [3, 348, 435], "ai_max": 435, "ai_min": 435, "ainv": [182, 193], "al": 10, "algebra": [462, 473], "algorithm": [10, 91, 92, 104, 110, 118], "alia": [10, 16, 17, 85, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 123, 219, 235, 352, 382, 385, 387, 406, 415, 451, 458], "alias": [9, 109, 110, 115, 117], "align": 89, "all": [4, 6, 9, 15, 18, 19, 34, 35, 42, 46, 59, 70, 77, 83, 87, 88, 89, 91, 92, 97, 98, 100, 102, 107, 108, 112, 113, 116, 117, 121, 122, 127, 128, 129, 137, 138, 140, 144, 146, 151, 153, 155, 175, 185, 188, 195, 207, 211, 217, 224, 225, 228, 230, 288, 291, 298, 311, 344, 354, 402, 403, 412, 415, 428, 432, 453, 458, 469, 477], "allclos": [6, 34, 159, 182, 188, 189, 191, 192, 194], "alloc": [3, 4, 20, 33, 36, 37, 38, 39, 40, 42, 46, 64, 73, 78, 79, 81, 87, 93, 94, 102, 106, 120, 124, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 165, 166, 195, 196, 207, 208, 209, 213, 216, 229, 232, 234, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 393, 396, 405, 428, 430, 443, 445, 449, 455, 456, 460, 461], "allow": [42, 87, 91, 149, 150, 202, 209, 288, 317, 434, 469], "alltru": 6, "almost": [31, 178, 445], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 46, 59, 60, 70, 73, 74, 75, 78, 79, 81, 82, 83, 87, 88, 90, 101, 104, 105, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 127, 128, 129, 133, 134, 139, 144, 146, 151, 156, 187, 189, 193, 194, 195, 207, 208, 211, 212, 213, 214, 215, 217, 218, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 285, 286, 287, 294, 295, 305, 307, 312, 313, 324, 326, 328, 329, 331, 341, 344, 346, 347, 348, 405, 407, 412, 413, 415, 424, 429, 430, 432, 434, 435, 438, 439, 440, 442, 445, 446, 449, 450, 453, 454, 456, 458, 469], "alpha": [353, 358, 359, 375, 378], "alreadi": [4, 10, 37, 43, 44, 45, 339, 453], "also": [3, 10, 13, 15, 18, 20, 26, 48, 50, 51, 65, 85, 87, 89, 91, 95, 99, 107, 112, 116, 117, 118, 121, 130, 132, 133, 134, 135, 139, 141, 146, 147, 148, 149, 152, 159, 172, 173, 174, 175, 201, 202, 209, 212, 218, 219, 221, 222, 320, 334, 335, 343, 390, 406, 410, 431, 434, 451, 453, 469], "alter": 82, "altern": [3, 4, 14, 19, 74, 75, 86, 87, 210, 211, 213, 217, 226, 227, 229, 231, 232, 233, 234, 330, 344, 430, 432, 456], "although": [18, 89, 111, 112, 113, 439], "alwai": [4, 10, 30, 36, 42, 82, 87, 90, 103, 130, 179, 181, 232, 234, 288, 334, 408, 425, 430, 456], "amax": [6, 211], "ambigu": 469, "amin": [6, 217], "among": 90, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 62, 64, 65, 68, 69, 73, 74, 75, 78, 79, 80, 81, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 168, 172, 173, 174, 177, 180, 183, 185, 186, 187, 189, 190, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 212, 213, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 242, 287, 288, 289, 290, 293, 303, 305, 311, 313, 316, 317, 320, 322, 323, 327, 328, 330, 332, 334, 335, 336, 337, 338, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 352, 354, 359, 360, 362, 371, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 400, 401, 402, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 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, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 469, 477], "anaconda": [3, 4], "analog": [105, 107, 109, 111, 112, 114], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 76, 77, 155, 350, 351, 402, 403, 454, 477], "ani": [3, 6, 14, 15, 30, 33, 36, 37, 38, 39, 40, 42, 52, 53, 64, 78, 81, 83, 87, 89, 91, 92, 105, 107, 111, 112, 117, 121, 122, 142, 143, 144, 146, 150, 151, 161, 168, 169, 184, 194, 195, 207, 209, 228, 230, 288, 352, 396, 424, 455, 469], "anoth": [4, 66, 87, 101, 111, 112, 136, 293, 313, 341, 347, 413], "answer": 354, "anti": [82, 122], "anyth": 89, "ap": 183, "apart": 442, "api": [0, 2, 3, 6, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 89, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461], "appear": [99, 128, 129, 453], "append": [0, 6, 83, 90, 92, 99, 110, 111, 112, 172], "appli": [28, 29, 30, 46, 54, 91, 223, 409, 438, 442], "applic": [10, 89], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 89, 110, 111, 112, 320], "appropri": [4, 28, 29, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 145, 194, 224, 225, 228, 230, 352, 380, 383, 434, 469], "approxim": [123, 442], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 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87, 348, 417, 424, 435, 441, 469], "argument": [0, 10, 11, 12, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 54, 55, 56, 58, 60, 65, 68, 69, 76, 77, 85, 86, 87, 89, 92, 96, 97, 98, 100, 130, 131, 132, 133, 134, 135, 152, 155, 158, 169, 170, 172, 186, 187, 198, 199, 200, 201, 202, 209, 210, 212, 218, 219, 220, 222, 317, 330, 332, 333, 342, 343, 345, 347, 350, 351, 402, 403, 404, 406, 409, 410, 411, 416, 420, 421, 422, 423, 429, 431, 436, 437, 438, 442, 451, 452, 469, 477], "argwher": [6, 334], "ari": [43, 44, 45, 90], "arithmet": [46, 144, 213, 214, 229, 232, 234, 342, 430, 432, 456, 462, 473], "around": [6, 87, 144, 347, 414], "arr": [80, 89, 150, 349, 376, 446, 450], "arr2": 89, "arr_t": [42, 87, 288], "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, 34, 35, 36, 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, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 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181, 417], "ascii": 89, "ascontiguousarrai": [6, 36, 37, 40], "asfarrai": [6, 36, 37], "asfortranarrai": [6, 36, 37, 38], "asmatrix": 6, "asnumpi": 87, "aspect": 89, "assembl": [60, 88, 151, 415, 429, 458], "assign": [87, 298, 320, 445, 449], "associ": [46, 149, 150, 469], "assum": [10, 46, 92, 109, 115, 117, 185, 188, 192, 209, 442], "astyp": [6, 87, 144, 334], "atleast_1d": [6, 44, 45, 99], "atleast_2d": [6, 43, 45, 99], "atleast_3d": [6, 43, 44, 99], "atol": [15, 159], "attain": 0, "attempt": [86, 186], "attribut": [87, 89, 94, 123, 143, 154, 189, 338, 461, 462], "automat": [149, 150], "avail": [2, 3, 4, 10, 67, 71, 89, 96, 214, 220, 224, 225, 228, 230, 231, 462, 469], "averag": [6, 87, 213, 229, 306, 432, 473], "avg": 46, "avoid": [44, 45, 109, 115, 117], "aweight": 71, "ax": [14, 19, 28, 29, 46, 70, 73, 83, 86, 87, 91, 99, 105, 107, 108, 111, 112, 113, 116, 117, 119, 121, 127, 146, 157, 187, 191, 193, 194, 208, 210, 211, 213, 217, 221, 224, 225, 228, 229, 230, 231, 232, 233, 234, 327, 330, 339, 344, 405, 412, 413, 428, 430, 432, 433, 438, 439, 440, 441, 453, 456], "axi": [14, 16, 17, 19, 28, 29, 30, 46, 59, 60, 70, 72, 73, 74, 75, 82, 83, 87, 88, 90, 91, 99, 101, 104, 105, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 127, 128, 129, 133, 134, 139, 144, 146, 151, 156, 183, 187, 195, 207, 208, 210, 211, 212, 213, 214, 217, 218, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 283, 284, 285, 286, 287, 294, 295, 301, 305, 306, 307, 311, 312, 313, 316, 322, 323, 324, 326, 328, 330, 331, 340, 341, 344, 346, 347, 348, 401, 405, 407, 408, 412, 413, 415, 424, 428, 429, 430, 432, 433, 434, 435, 438, 439, 440, 441, 442, 453, 454, 456, 458, 469], "axis1": [82, 87, 296, 327, 329, 433, 440], "axis2": [82, 87, 296, 327, 329, 433, 440], "axisa": 72, "axisb": 72, "axisc": 72, "axiserror": [30, 424], "b": [10, 13, 15, 28, 29, 34, 35, 48, 51, 59, 60, 66, 72, 75, 86, 87, 88, 89, 91, 92, 95, 137, 138, 147, 148, 151, 157, 159, 171, 173, 174, 177, 183, 186, 187, 188, 190, 191, 192, 193, 194, 203, 205, 210, 211, 217, 333, 335, 339, 343, 353, 409, 415, 429, 438, 439, 447, 457, 458, 477], "back": [87, 139, 301, 401, 408, 413, 447], "backend": [2, 145, 355, 357, 358, 368, 373, 389], "backward": [10, 42, 87, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 146, 288, 412, 413], "bad": 364, "bartlett": 6, "base": [0, 4, 89, 91, 98, 101, 130, 144, 149, 150, 192, 197, 198, 199, 200, 201, 202, 207, 208, 210, 341, 343, 347, 349], "base_repr": 6, "basic": [54, 91, 469, 473], "bc": [177, 190], "bcde": 92, "becaus": [10, 14, 19, 109, 115, 117, 454, 469], "becom": [10, 87, 149, 330], "been": [88, 348, 413, 435], "befor": [4, 30, 60, 73, 87, 90, 110, 111, 112, 128, 129, 194, 208, 211, 217, 232, 234, 311, 322, 344, 405, 412, 413, 424, 430, 432, 439, 456, 457], "begin": [90, 92, 144, 195, 207], "behav": [196, 347], "behavior": [87, 119, 293, 439], "behaviour": 223, "behind": [87, 311], "being": [3, 89, 133, 134, 212, 218], "belong": [84, 149], "below": [0, 4, 9, 78, 81, 89, 115, 185, 443, 444, 448, 454, 469], "best": 92, "beta": [6, 363], "between": [15, 20, 54, 83, 90, 123, 138, 141, 146, 157, 159, 195, 207, 369, 383, 431, 442, 454], "beyond": [4, 412], "bia": 71, "big": 89, "bin": [84, 104, 106, 120, 149, 150, 390], "bin_edg": [149, 150], "binari": [48, 50, 51, 137, 138, 140, 141, 462, 473], "binary_repr": 6, "bincount": [6, 84, 149], "binomi": [6, 371], "bins_0": 150, "bins_1": 150, "bit": [48, 49, 50, 51, 89, 123, 154, 158, 172, 203, 205, 206, 231, 233, 410, 421, 473], "bitwis": [48, 50, 51], "bitwise_and": [6, 49, 50, 51, 158, 203], "bitwise_not": 6, "bitwise_or": [6, 48, 49, 51, 158, 205], "bitwise_xor": [6, 48, 49, 50, 158, 206], "biufcmmosuv": 89, "blackman": 6, "block": [6, 60, 88, 122, 151, 171, 415, 429, 458], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 33, 34, 35, 39, 42, 46, 54, 66, 70, 73, 84, 87, 89, 92, 95, 122, 144, 147, 148, 149, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 173, 174, 175, 185, 187, 188, 192, 195, 207, 208, 211, 213, 215, 217, 223, 224, 225, 228, 229, 230, 231, 232, 233, 234, 288, 334, 335, 344, 405, 408, 421, 430, 432, 434, 453, 455, 456, 469], "bool_": 9, "boolean": [48, 49, 50, 51, 66, 73, 89, 101, 130, 156, 158, 159, 162, 163, 164, 165, 166, 167, 203, 205, 208, 209, 213, 229, 231, 232, 234, 334, 341, 405, 408, 430, 434, 456], "both": [10, 13, 15, 26, 34, 35, 46, 48, 50, 51, 58, 65, 72, 85, 86, 95, 111, 118, 130, 132, 133, 134, 135, 147, 148, 152, 157, 159, 171, 172, 173, 174, 187, 201, 202, 203, 205, 206, 210, 212, 218, 219, 222, 233, 333, 335, 343, 406, 410, 431, 438, 440, 445, 447, 449, 451, 457, 459], "bound": [347, 417, 434, 435], "boundari": [146, 347], "briefli": 469, "broadcast": [13, 14, 19, 28, 29, 35, 46, 52, 53, 58, 66, 70, 85, 91, 101, 130, 133, 134, 152, 165, 166, 187, 188, 206, 208, 210, 211, 212, 213, 217, 218, 222, 224, 225, 229, 231, 232, 233, 234, 343, 344, 347, 348, 405, 407, 430, 431, 432, 435, 439, 451, 456, 459], "broadcast_arrai": [6, 53], "broadcast_shap": 6, "broadcast_to": [6, 52, 439], "brought": 10, "buffer": [39, 74, 75, 87, 137, 138, 140, 141, 196, 211, 217, 226, 227, 408], "buffer_lik": 137, "build": 473, "build_loc": 4, "built": 89, "busday_count": 6, "busday_offset": 6, "byte": [6, 42, 87, 89, 91, 137, 138, 196, 288, 304, 308], "byte_bound": 6, "byteord": 89, "byteswap": 6, "bz2": 196, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 33, 35, 36, 37, 38, 40, 41, 42, 48, 49, 50, 51, 55, 56, 58, 61, 62, 64, 65, 68, 69, 72, 76, 77, 85, 86, 87, 89, 91, 92, 93, 94, 95, 97, 98, 100, 102, 103, 124, 130, 131, 132, 133, 134, 135, 142, 143, 145, 147, 148, 152, 155, 157, 158, 162, 163, 164, 171, 172, 173, 174, 177, 183, 186, 187, 190, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 210, 212, 218, 219, 222, 288, 293, 301, 314, 332, 333, 334, 335, 337, 338, 342, 343, 345, 350, 351, 401, 404, 406, 408, 410, 411, 416, 420, 421, 422, 423, 426, 427, 431, 436, 437, 438, 439, 451, 452, 453, 459, 460, 461, 477], "c_contigu": [38, 40, 87, 293], "ca": 63, "calcul": [10, 11, 12, 13, 18, 26, 46, 73, 75, 83, 85, 90, 91, 95, 97, 98, 100, 104, 113, 130, 131, 132, 135, 146, 150, 152, 178, 179, 180, 181, 183, 188, 199, 201, 202, 208, 210, 213, 219, 222, 229, 232, 234, 335, 343, 344, 405, 406, 430, 431, 451, 456, 457, 462, 477], "call": [10, 18, 28, 29, 30, 38, 40, 89, 110, 111, 112, 115, 118, 139, 178, 180, 186, 209, 242, 334, 428, 434, 439, 442, 477], "callabl": [139, 209], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 54, 64, 65, 72, 78, 79, 81, 82, 85, 86, 87, 89, 91, 92, 93, 94, 95, 102, 104, 105, 106, 107, 110, 111, 112, 115, 116, 117, 120, 122, 130, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 151, 152, 153, 156, 157, 158, 159, 161, 168, 169, 171, 172, 173, 174, 175, 182, 183, 184, 194, 195, 196, 201, 202, 203, 205, 206, 207, 209, 210, 212, 216, 218, 219, 222, 231, 233, 288, 293, 320, 322, 332, 333, 334, 335, 336, 337, 338, 342, 343, 348, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 406, 408, 410, 424, 431, 434, 435, 438, 440, 442, 443, 445, 449, 450, 451, 453, 455, 457, 459, 460, 461, 469, 477], "can_cast": [6, 473], "cannot": [60, 224, 225, 428, 429], "capabl": [20, 33, 36, 37, 38, 40, 46, 103, 144, 195, 207, 210], "care": [20, 178], "cartesian": 215, "case": [4, 14, 19, 20, 28, 29, 33, 36, 37, 38, 40, 46, 64, 74, 75, 78, 81, 83, 92, 93, 94, 102, 106, 109, 114, 118, 120, 137, 138, 139, 140, 142, 143, 144, 146, 153, 178, 189, 192, 195, 196, 202, 207, 216, 226, 227, 231, 233, 336, 337, 338, 344, 408, 432, 438, 443, 454, 455, 460, 461, 469], "cast": [14, 19, 42, 54, 60, 66, 73, 74, 75, 87, 91, 130, 151, 178, 208, 210, 213, 223, 226, 227, 229, 231, 232, 233, 234, 288, 344, 405, 415, 429, 430, 432, 456, 458], "cat": [354, 371], "cauchi": 390, "cbrt": [6, 426], "cdef": 92, "cdot": 438, "cdoubl": 9, "ceil": [6, 32, 124, 131, 132, 411, 414, 452], "center": [105, 106, 107, 108, 112, 113, 120], "central": [146, 372, 373], "certain": [89, 209], "ch": 10, "chain": [86, 87, 91, 92], "chang": [42, 64, 72, 87, 89, 91, 101, 226, 227, 288, 301, 325, 330, 332, 341, 342, 347, 348, 349, 401, 408, 413, 454, 473], "char": 89, "charact": [89, 138], "check": [14, 19, 36, 37, 54, 109, 161, 168, 175, 188, 191], "check_valid": 370, "chi": [356, 372], "chisquar": 6, "choic": [6, 57, 87, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 179, 181, 289], "choicelist": 418, "choleski": 6, "choos": [6, 18, 25, 87, 92, 459, 469], "chosen": [31, 149, 453, 459], "circ": 477, "circl": [190, 442], "clamp": [347, 434, 435], "clariti": 122, "class": [3, 87, 89, 125, 137, 138, 139, 141, 156, 196, 352, 380, 443, 473], "classic": 91, "clear": [89, 469], "clip": [6, 87, 347, 434, 435, 469], "close": [18, 21, 22, 23, 25, 41, 42, 87, 91, 99, 155, 195, 288, 352, 380, 402, 403, 411, 414, 442], "closer": 452, "cloud": 3, "cmake": 4, "co": [6, 21, 69, 180, 422, 436, 442], "code": [39, 89, 170], "coeffici": [183, 191, 194], "coerc": [39, 137, 138, 139, 140, 141, 196], "coin": 354, "col": 156, "collaps": [87, 301, 453], "column": [6, 36, 37, 38, 40, 41, 42, 59, 60, 74, 75, 82, 87, 88, 102, 122, 128, 129, 146, 151, 153, 178, 179, 183, 186, 189, 192, 288, 401, 415, 429, 443, 445, 449, 455, 458], "column_stack": [6, 60, 88, 151, 415, 429, 458], "com": 4, "combin": [0, 89, 99, 107, 112, 117, 121, 146], "combinatori": 92, "come": 453, "comma": [89, 91], "command": 4, "common": [110, 111, 112, 334, 438], "common_typ": 6, "compani": [354, 371], "compar": [15, 34, 95, 133, 134, 150, 159, 212, 218], "compare_chararrai": 6, "comparison": [2, 95, 147, 148, 173, 174, 335, 462, 473], "compat": [3, 10, 14, 19, 42, 46, 87, 208, 213, 228, 229, 230, 232, 234, 288, 405, 408, 430, 456, 473], "compil": [4, 89, 145], "complement": 454, "complementari": [132, 454], "complet": [3, 4, 92, 138, 139, 189, 413, 469], "complex": [10, 11, 12, 18, 25, 26, 34, 54, 73, 86, 87, 89, 92, 96, 103, 104, 105, 107, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 123, 130, 133, 134, 155, 160, 161, 167, 168, 178, 179, 180, 181, 189, 190, 192, 208, 210, 212, 218, 223, 232, 234, 291, 292, 345, 402, 403, 405, 425, 430, 453, 456, 457, 469, 473], "complex128": [9, 10, 46, 409], "complex64": [9, 10, 46, 130], "compliant": 87, "complic": [91, 477], "compon": [10, 34, 108, 113, 120, 123, 155, 223, 402], "compos": 65, "composit": [75, 171, 432, 442], "compress": [6, 101, 434, 469], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 32, 46, 48, 49, 50, 51, 55, 61, 62, 68, 69, 73, 74, 75, 83, 84, 91, 97, 98, 99, 100, 103, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 146, 147, 148, 149, 150, 155, 156, 158, 171, 173, 174, 176, 177, 178, 179, 180, 181, 182, 186, 187, 188, 189, 190, 192, 193, 194, 197, 198, 199, 200, 203, 204, 205, 206, 208, 210, 213, 214, 219, 226, 227, 228, 229, 230, 231, 232, 233, 234, 332, 342, 345, 402, 404, 405, 406, 411, 414, 416, 420, 421, 422, 423, 426, 430, 432, 436, 437, 438, 442, 445, 449, 456], "compute_uv": [176, 192], "concaten": [6, 59, 88, 151, 415, 429, 435, 458], "concept": [20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461, 469], "cond": [6, 182], "condit": [31, 42, 86, 87, 101, 176, 182, 186, 288, 334, 341, 347, 349, 418, 459], "condlist": 418, "confus": 135, "conj": [6, 62, 87, 109, 155, 175, 178, 345], "conjug": [6, 10, 61, 86, 87, 115, 118, 155, 175, 178, 179, 180, 181, 210, 291, 345, 457], "consecut": [83, 90, 146], "conserv": 215, "consid": [15, 20, 33, 34, 36, 37, 38, 40, 92, 120, 144, 159, 162, 179, 181, 185, 195, 207, 210, 352, 380, 453], "consist": [34, 35, 90, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 138, 150, 194, 195, 435, 438], "constant": [9, 89, 146], "constraint": 46, "construct": [36, 37, 57, 78, 81, 82, 87, 89, 102, 137, 138, 139, 140, 141, 153, 196, 216, 289, 336, 439, 440, 459, 462], "constructor": 469, "consum": [87, 308], "contain": [10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 55, 56, 58, 61, 62, 65, 66, 68, 69, 72, 73, 82, 85, 87, 89, 95, 97, 98, 100, 105, 106, 107, 110, 115, 118, 120, 126, 130, 131, 132, 133, 134, 135, 136, 141, 145, 146, 147, 148, 149, 150, 152, 155, 156, 158, 172, 173, 174, 179, 189, 192, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 212, 213, 218, 219, 222, 224, 225, 228, 229, 230, 232, 234, 317, 332, 334, 335, 342, 343, 345, 352, 402, 404, 405, 406, 410, 411, 414, 416, 420, 421, 422, 423, 426, 427, 430, 431, 436, 437, 441, 445, 446, 449, 450, 451, 452, 456, 469], "content": [38, 87, 389], "context": 10, "contigu": [36, 37, 38, 40, 86, 87, 91, 186, 314, 401, 408], "continu": [352, 384], "contourf": 215, "contract": [91, 92, 438], "contrast": 347, "contribut": [10, 46, 149, 150], "control": [4, 42, 54, 60, 66, 87, 91, 151, 210, 288, 415, 429, 458], "conveni": [87, 330, 352], "convent": [86, 91, 92, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 157, 194, 210, 339, 438], "convers": [42, 87, 91, 288, 462], "convert": [28, 29, 33, 36, 37, 38, 39, 40, 41, 43, 44, 45, 64, 76, 77, 78, 81, 89, 92, 99, 142, 143, 144, 161, 168, 195, 207, 350, 351, 454, 455], "convolut": [10, 63, 67], "convolv": [6, 67], "coolei": 10, "coordin": [70, 139, 146, 156, 215], "copi": [6, 20, 30, 33, 34, 36, 37, 38, 39, 40, 42, 43, 44, 45, 66, 78, 79, 81, 82, 87, 89, 93, 94, 101, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 215, 216, 223, 242, 288, 301, 303, 311, 317, 320, 336, 337, 338, 340, 341, 342, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 393, 396, 408, 417, 424, 428, 443, 444, 445, 448, 449, 455, 460, 461, 469], "copysign": [6, 332, 342], "copyto": [6, 87, 101, 293, 341], "core": [3, 89, 91, 469], "corner": [105, 107, 111, 112], "corrcoef": [6, 71], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 32, 48, 49, 50, 51, 55, 56, 60, 61, 62, 65, 68, 69, 76, 77, 85, 95, 97, 98, 100, 103, 109, 115, 117, 124, 130, 131, 132, 133, 134, 135, 147, 148, 152, 155, 158, 162, 163, 164, 172, 173, 174, 191, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 212, 218, 219, 222, 332, 333, 335, 342, 343, 345, 350, 351, 404, 406, 410, 411, 414, 416, 420, 421, 422, 423, 426, 427, 429, 431, 436, 437, 451, 452], "correctli": [18, 25, 28, 29, 70, 187, 211, 217, 224, 225, 231, 233, 334, 344, 432], "correl": [6, 473], "correspond": [6, 10, 20, 28, 29, 33, 36, 37, 38, 39, 40, 42, 58, 60, 64, 76, 77, 78, 79, 81, 82, 87, 93, 94, 102, 105, 106, 107, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 137, 138, 139, 140, 141, 142, 143, 144, 146, 153, 156, 178, 179, 195, 196, 207, 209, 210, 216, 288, 293, 297, 336, 337, 338, 350, 351, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 412, 419, 430, 438, 441, 442, 443, 445, 449, 455, 456, 460, 461, 469], "correspondingli": 10, "cosh": [6, 22, 68, 423, 437], "cosin": [21, 22, 23, 24, 25, 26, 27, 68, 69, 422, 423, 436, 437], "cost": [91, 92], "costli": 92, "could": [87, 109, 115, 117, 322], "count": [14, 19, 47, 70, 84, 89, 92, 127, 137, 138, 140, 141, 146, 149, 150, 334, 344, 354, 432, 453, 462, 473], "count_nonzero": [6, 334], "counterpart": [10, 109, 115, 117, 469], "cov": [6, 370], "covari": 71, "cover": [445, 449, 473], "cpu": [4, 20, 33, 36, 37, 38, 40, 64, 67, 71, 78, 81, 93, 94, 96, 102, 106, 120, 137, 138, 139, 140, 142, 143, 144, 153, 195, 196, 207, 214, 216, 220, 231, 336, 337, 338, 443, 455, 460, 461], "creat": [3, 4, 20, 33, 35, 36, 37, 38, 39, 40, 42, 64, 78, 79, 80, 81, 82, 87, 89, 92, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 223, 288, 293, 336, 337, 338, 348, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 440, 443, 445, 446, 449, 450, 455, 460, 461, 469, 473], "creation": [89, 92, 462, 469, 473, 477], "crop": [104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121], "cross": [6, 67], "csingl": 9, "ct": 10, "cube": [55, 130, 426], "cubic": 92, "cumprod": [6, 87, 226, 469], "cumproduct": 6, "cumsum": [6, 83, 87, 227, 432, 442, 469], "cumul": [73, 74, 75, 83, 87, 226, 227, 294, 295, 432, 442], "cupi": [2, 462], "current": [10, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 55, 56, 58, 65, 68, 69, 76, 77, 85, 87, 89, 92, 97, 98, 100, 130, 131, 132, 133, 134, 135, 138, 150, 152, 153, 158, 172, 198, 199, 200, 201, 202, 212, 218, 219, 220, 222, 320, 332, 333, 342, 343, 345, 350, 351, 404, 406, 410, 411, 416, 420, 421, 422, 423, 431, 436, 437, 451, 452], "curv": 442, "custom": 469, "customarili": 10, "cut": 183, "cutoff": 188, "cycl": [106, 120], "cyclic": 347, "cython": 4, "d": [0, 14, 19, 20, 46, 59, 60, 74, 75, 78, 79, 80, 81, 82, 86, 87, 88, 89, 102, 106, 108, 113, 120, 122, 126, 128, 129, 141, 151, 153, 157, 177, 179, 180, 186, 187, 190, 210, 215, 226, 227, 233, 301, 334, 343, 344, 347, 357, 401, 408, 415, 417, 419, 429, 432, 434, 438, 439, 440, 447, 453, 455, 458, 469], "d0": [352, 379, 381], "d1": [352, 381], "d3": 79, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 53, 54, 55, 56, 60, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 73, 76, 77, 78, 81, 84, 85, 86, 87, 89, 91, 93, 94, 95, 96, 97, 98, 100, 102, 103, 109, 115, 117, 123, 124, 126, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 161, 162, 163, 164, 165, 166, 168, 172, 173, 174, 183, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 210, 212, 213, 214, 218, 219, 220, 222, 223, 224, 225, 228, 229, 230, 231, 232, 234, 288, 317, 330, 332, 333, 335, 337, 338, 341, 342, 343, 345, 347, 348, 350, 351, 352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 371, 374, 375, 377, 378, 379, 380, 381, 382, 384, 385, 386, 387, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 420, 421, 422, 423, 426, 427, 428, 429, 430, 431, 435, 436, 437, 440, 443, 451, 452, 456, 458, 459, 460, 461, 462, 473], "datatyp": [89, 185], "date": 4, "datetim": 89, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [71, 87, 232, 234, 324, 331, 430, 456], "decai": 365, "decim": [32, 87, 123, 124, 318, 411, 414], "decomposit": [175, 182, 185, 188, 192, 473], "decompress": 196, "decreas": [84, 442], "decreasingli": [10, 105, 107, 111, 112], "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40, 42, 46, 48, 49, 50, 51, 52, 53, 55, 56, 58, 60, 61, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 97, 98, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 127, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 158, 159, 162, 163, 164, 165, 166, 172, 173, 174, 175, 176, 179, 181, 183, 185, 186, 187, 188, 189, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 293, 301, 332, 333, 335, 336, 337, 338, 340, 342, 343, 344, 345, 347, 350, 351, 352, 356, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 390, 391, 393, 396, 401, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 420, 421, 422, 423, 424, 426, 427, 429, 430, 431, 432, 434, 435, 436, 437, 438, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 469], "default_rng": 6, "defg": 92, "defici": 185, "defin": [10, 72, 89, 94, 104, 133, 134, 143, 149, 150, 212, 218, 223, 338, 342, 403, 461, 469], "definit": [72, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 175, 442], "deg": [18, 351], "deg2rad": [6, 350, 351, 454], "degre": [6, 18, 76, 232, 234, 350, 351, 394, 430, 454, 456, 477], "del": 477, "delet": 6, "delta": [10, 232, 234, 430, 454, 456], "demonstr": [0, 4, 89], "dens": [156, 216], "densiti": 149, "depend": [4, 31, 82, 103, 109, 115, 117, 179, 183, 189, 191, 192, 195, 231, 233, 418, 459], "deprec": 6, "deprecate_with_doc": 6, "depth": [59, 60, 88, 151, 415, 429, 458], "deriv": 146, "descend": 192, "descr": 89, "describ": [73, 89, 208, 405, 473], "descript": [73, 89, 110, 112, 149, 208, 405, 469], "design": 10, "desir": [20, 33, 36, 37, 38, 40, 41, 53, 93, 94, 102, 110, 111, 112, 142, 143, 144, 153, 195, 207, 337, 338, 439, 443, 460, 461], "destin": [60, 151, 221, 347, 348, 415, 429, 435, 458], "destruct": 477, "det": [6, 190], "detail": [32, 105, 107, 111, 112, 116, 117, 119, 121, 136, 414, 445, 446, 449, 450, 453, 469], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 48, 50, 51, 55, 65, 68, 69, 76, 77, 85, 97, 98, 100, 132, 133, 134, 135, 138, 139, 141, 152, 172, 177, 183, 189, 190, 197, 198, 199, 200, 201, 202, 210, 212, 218, 219, 222, 333, 343, 350, 351, 404, 406, 410, 416, 420, 422, 423, 426, 427, 431, 436, 437, 440, 451, 452], "devel": 4, "develop": [3, 4], "deviat": [87, 213, 229, 232, 234, 324, 352, 367, 374, 430, 456], "devic": [0, 2, 3, 20, 33, 36, 37, 38, 39, 40, 42, 46, 64, 73, 78, 79, 81, 87, 93, 94, 102, 103, 106, 120, 124, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 208, 209, 210, 213, 216, 229, 232, 234, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 405, 428, 430, 443, 445, 449, 455, 456, 460, 461], "df": [356, 372, 394, 395], "dfden": [360, 373], "dfnum": [360, 373], "dft": [10, 104, 109, 110, 114, 115, 118], "di": [79, 80], "diag": [6, 81, 82, 91, 102, 128, 129, 153, 178, 180, 192, 440], "diag_indic": [6, 80, 122], "diag_indices_from": [6, 79, 122], "diagflat": [6, 78, 82, 440], "diagon": [6, 78, 79, 80, 81, 87, 91, 102, 122, 153, 175, 179, 180, 181, 209, 329, 440, 443, 444, 445, 446, 448, 449, 450, 469], "dice": 369, "dictionari": 89, "diff": [6, 75, 90, 146, 149], "differ": [3, 10, 15, 20, 33, 36, 37, 38, 40, 46, 64, 73, 75, 78, 81, 83, 87, 89, 90, 93, 94, 102, 105, 106, 110, 111, 113, 116, 119, 120, 123, 128, 129, 130, 137, 138, 139, 140, 142, 143, 144, 146, 153, 159, 181, 195, 196, 207, 208, 210, 216, 293, 336, 337, 338, 341, 343, 348, 405, 431, 435, 443, 445, 449, 454, 455, 460, 461, 473], "digit": [6, 10, 123, 149], "dim": 15, "dimens": [14, 19, 28, 29, 33, 43, 44, 45, 46, 59, 60, 66, 70, 71, 72, 79, 82, 83, 87, 89, 99, 111, 112, 124, 128, 129, 146, 151, 156, 157, 185, 187, 189, 208, 211, 213, 215, 216, 217, 221, 224, 225, 228, 229, 230, 231, 232, 233, 234, 301, 309, 320, 334, 336, 344, 348, 352, 382, 384, 385, 387, 405, 408, 419, 428, 429, 430, 432, 433, 434, 435, 439, 440, 445, 446, 449, 450, 453, 456, 469, 473], "dimension": [2, 4, 30, 63, 67, 70, 73, 79, 80, 81, 82, 83, 84, 87, 90, 91, 104, 105, 107, 109, 110, 111, 112, 115, 116, 117, 118, 119, 121, 122, 137, 138, 140, 146, 156, 183, 189, 193, 194, 208, 211, 215, 216, 217, 224, 225, 228, 230, 232, 234, 323, 336, 339, 344, 405, 424, 430, 432, 434, 439, 442, 453, 456, 457, 462], "direct": [10, 72, 83, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 128, 129, 146, 333], "directli": [89, 139, 156, 207, 334, 435], "directori": 145, "dirichlet": 6, "discard": 452, "discont": 454, "discontinu": 454, "discret": [3, 10, 63, 67, 75, 83, 90, 104, 105, 106, 107, 110, 111, 112, 115, 116, 117, 118, 119, 120, 121, 146, 352, 462], "disp": 6, "dispers": 397, "displac": [87, 325], "distanc": 146, "distinct": [133, 134, 212, 218], "distinguish": 89, "distribut": [3, 4, 207, 352, 353, 354, 356, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 377, 378, 379, 380, 381, 383, 384, 386, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 473], "divid": [6, 88, 132, 135, 219, 406, 451], "divis": [85, 132, 135, 219, 343, 406, 451, 452], "divisor": [232, 234, 430, 456], "divmod": [6, 469], "dlpack": 136, "dmlc": 136, "dn": [352, 379, 381], "do": [3, 4, 89, 209, 354, 413, 442], "docstr": 469, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 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, 74, 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, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 301, 302, 303, 305, 306, 307, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 322, 323, 324, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 389, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 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, 453, 454, 455, 456, 457, 458, 459, 460, 461, 469], "doe": [20, 54, 101, 103, 118, 133, 134, 189, 223, 226, 227, 341, 434], "domain": [10, 109, 114], "done": [3, 42, 87, 91, 194, 288, 453, 454], "dot": [6, 87, 91, 92, 157, 175, 180, 182, 186, 188, 189, 191, 192, 193, 194, 210, 438, 457], "doubl": [9, 365, 438], "down": 129, "dp": [85, 177, 179, 190, 191, 343, 408, 409, 419, 431, 451], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 224, 225, 228, 230, 231, 288, 293, 336, 337, 338, 346, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461], "dpnp": [0, 2, 3, 4, 10, 462, 469, 473, 474, 477], "dpnp_arrai": [20, 33, 36, 37, 38, 40, 42, 64, 78, 79, 81, 93, 94, 102, 106, 120, 123, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 154, 156, 195, 196, 207, 209, 216, 235, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461, 462], "dpnp_iface_arraycr": [216, 336], "draw": [352, 353, 354, 356, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 377, 378, 380, 386, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399], "drawn": [352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 369, 370, 371, 374, 375, 377, 378, 380, 383, 386, 392, 393, 394, 395, 396, 397, 398, 399, 400, 418], "drill": [354, 371], "driver": 2, "drop": [3, 89], "dsplit": [6, 60, 88], "dst": 66, "dstack": [6, 59, 60, 151, 415, 429, 458], "dt": [89, 442], "dt2": 89, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34, 36, 37, 38, 39, 40, 42, 46, 48, 49, 50, 51, 54, 55, 56, 60, 61, 62, 65, 68, 69, 71, 73, 74, 75, 76, 77, 79, 85, 87, 91, 93, 94, 95, 97, 98, 100, 102, 103, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 151, 152, 153, 154, 155, 156, 158, 162, 163, 164, 165, 166, 172, 173, 174, 186, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 210, 211, 212, 213, 217, 218, 219, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 294, 295, 306, 312, 324, 326, 329, 331, 332, 333, 335, 337, 338, 342, 343, 344, 345, 350, 351, 352, 374, 380, 396, 404, 405, 406, 409, 410, 411, 414, 415, 416, 420, 421, 422, 423, 425, 426, 427, 429, 430, 431, 432, 434, 436, 437, 440, 443, 444, 448, 451, 452, 456, 458, 460, 461, 469], "due": [118, 477], "dump": 6, "dx": [146, 442], "dy": 146, "dz": 146, "e": [9, 10, 22, 24, 73, 74, 82, 89, 93, 94, 99, 102, 105, 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38, 40, 64, 78, 81, 93, 94, 102, 106, 120, 137, 138, 139, 140, 142, 143, 144, 153, 195, 196, 207, 216, 336, 337, 338, 443, 455, 460, 461], "oper": [10, 13, 48, 49, 50, 51, 85, 89, 91, 92, 95, 99, 122, 132, 135, 147, 148, 158, 172, 173, 174, 175, 203, 205, 210, 211, 217, 219, 222, 223, 224, 225, 332, 335, 342, 343, 347, 406, 410, 431, 439, 451, 453, 454, 462, 473], "operand": [91, 92, 194, 339, 438], "opposit": [10, 89, 101, 109, 114, 341], "optim": [4, 91, 92, 149, 150], "option": [10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40, 42, 46, 48, 49, 50, 51, 54, 55, 56, 58, 60, 61, 62, 64, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 93, 94, 95, 97, 98, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 127, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 155, 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\ No newline at end of file
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111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 146, 179, 181, 202, 210, 213, 224, 225, 226, 227, 228, 229, 230, 232, 234, 344, 430, 432, 434, 456, 477], "Its": [58, 193, 348, 440], "NOT": [49, 158, 203, 204, 205, 206], "No": [37, 91, 175], "Not": [14, 19, 162, 223, 226, 227, 228, 230, 231, 233, 344], "OR": [19, 48, 49, 50, 51, 158, 203, 204, 205, 206], "On": 4, "One": [43, 44, 45, 72, 88, 89, 115, 408], "Or": [146, 442], "That": 209, "The": [3, 4, 10, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 53, 55, 58, 59, 60, 64, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 127, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 156, 158, 159, 161, 162, 163, 164, 168, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 207, 208, 209, 210, 211, 212, 216, 217, 218, 219, 221, 222, 223, 224, 225, 226, 227, 228, 230, 231, 232, 233, 234, 288, 293, 301, 302, 311, 315, 320, 332, 333, 334, 335, 336, 337, 338, 342, 343, 344, 346, 347, 348, 350, 351, 352, 355, 357, 358, 368, 373, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 401, 404, 405, 406, 407, 408, 409, 410, 412, 413, 415, 416, 419, 420, 421, 422, 423, 424, 426, 427, 429, 430, 431, 432, 434, 435, 436, 437, 438, 439, 441, 442, 443, 445, 446, 447, 449, 450, 451, 452, 453, 455, 456, 458, 459, 460, 461, 469, 473, 477], "Then": [10, 38, 40, 209], "There": [10, 195, 453], "These": [4, 89, 91, 92, 99, 209, 221, 348, 435, 445, 449, 469, 473], "To": [4, 109, 115, 117, 130, 334, 454], "With": [28, 29, 46, 70, 187, 211, 217, 224, 225, 231, 233, 344, 432], "_": [0, 150, 429, 442], "__array_interface__": 89, "__bool__": 469, "__dlpack__": 136, "__dlpack_device__": 136, "__eq__": [87, 89, 125, 352], "__ge__": [87, 89, 125, 352], "__getitem__": [87, 89, 125], "__gt__": [87, 89, 125, 352], "__iter__": 125, "__le__": [87, 89, 125, 352], "__len__": [87, 89], "__lt__": [87, 89, 125, 352], "__main__": 0, "__name__": 0, "__ne__": [87, 89, 125, 352], "__next__": 125, "__setitem__": [87, 125], "__sycl_usm_array_interface__": 39, "_dtypes_list": 0, "a1": [34, 35], "a2": [34, 35], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 58, "a_min": 58, "a_resamp": 115, "ab": [6, 10, 12, 15, 159], "abc": 91, "abcd": 92, "about": [38, 40, 87, 123, 178, 299, 469], "abov": [3, 73, 78, 81, 107, 112, 117, 121, 156, 189, 208, 223, 405, 443, 444, 448], "absolut": [6, 11, 15, 18, 103, 159, 190, 232, 234, 345, 403, 430, 454, 456, 477], "accept": [30, 91, 352, 424, 445, 449], "access": [10, 79, 80, 122, 209, 445, 449, 469], "accord": [14, 19, 46, 54, 89, 121, 123, 178, 179, 180, 181, 208, 213, 229, 232, 234, 405, 410, 430, 456], "accordingli": [228, 230], "account": 408, "accumul": [73, 74, 75, 91, 149, 226, 227, 231, 233, 344, 432, 440], "accur": [89, 100, 146, 199, 201], "accuraci": [110, 111, 112, 115, 117], "achiev": 91, "across": [82, 150, 226, 227, 231, 233], "activ": 4, "actual": [89, 149, 150, 175, 186], "ad": [15, 89, 92, 99, 115, 159, 177, 190, 202, 454, 473], "add": [6, 89, 477], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [73, 175, 229, 453], "address": 89, "adjac": 454, "advanc": 91, "advers": 91, "advis": 4, "affect": [20, 82, 91, 122, 149, 150], "after": [88, 122, 333, 371, 412], "ag": 89, "against": [15, 28, 29, 52, 53, 58, 70, 145, 159, 187, 188, 211, 217, 224, 225, 231, 233, 344, 348, 432, 435], "ai": [3, 348, 435], "ai_max": 435, "ai_min": 435, "ainv": [182, 193], "al": 10, "algebra": [462, 473], "algorithm": [10, 91, 92, 104, 110, 118], "alia": [10, 16, 17, 85, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 123, 219, 235, 352, 382, 385, 387, 406, 415, 451, 458], "alias": [9, 109, 110, 115, 117], "align": 89, "all": [4, 6, 9, 15, 18, 19, 34, 35, 42, 46, 59, 70, 77, 83, 87, 88, 89, 91, 92, 97, 98, 100, 102, 107, 108, 112, 113, 116, 117, 121, 122, 127, 128, 129, 137, 138, 140, 144, 146, 151, 153, 155, 175, 185, 188, 195, 207, 211, 217, 224, 225, 228, 230, 288, 291, 298, 311, 344, 354, 402, 403, 412, 415, 428, 432, 453, 458, 469, 477], "allclos": [6, 34, 159, 182, 188, 189, 191, 192, 194], "alloc": [3, 4, 20, 33, 36, 37, 38, 39, 40, 42, 46, 64, 73, 78, 79, 81, 87, 93, 94, 102, 106, 120, 124, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 165, 166, 195, 196, 207, 208, 209, 213, 216, 229, 232, 234, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 393, 396, 405, 428, 430, 443, 445, 449, 455, 456, 460, 461], "allow": [42, 87, 91, 149, 150, 202, 209, 288, 317, 434, 469], "alltru": 6, "almost": [31, 178, 445], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 46, 59, 60, 70, 73, 74, 75, 78, 79, 81, 82, 83, 87, 88, 90, 101, 104, 105, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 127, 128, 129, 133, 134, 139, 144, 146, 151, 156, 187, 189, 193, 194, 195, 207, 208, 211, 212, 213, 214, 215, 217, 218, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 285, 286, 287, 294, 295, 305, 307, 312, 313, 324, 326, 328, 329, 331, 341, 344, 346, 347, 348, 405, 407, 412, 413, 415, 424, 429, 430, 432, 434, 435, 438, 439, 440, 442, 445, 446, 449, 450, 453, 454, 456, 458, 469], "alpha": [353, 358, 359, 375, 378], "alreadi": [4, 10, 37, 43, 44, 45, 339, 453], "also": [3, 10, 13, 15, 18, 20, 26, 48, 50, 51, 65, 85, 87, 89, 91, 95, 99, 107, 112, 116, 117, 118, 121, 130, 132, 133, 134, 135, 139, 141, 146, 147, 148, 149, 152, 159, 172, 173, 174, 175, 201, 202, 209, 212, 218, 219, 221, 222, 320, 334, 335, 343, 390, 406, 410, 431, 434, 451, 453, 469], "alter": 82, "altern": [3, 4, 14, 19, 74, 75, 86, 87, 210, 211, 213, 217, 226, 227, 229, 231, 232, 233, 234, 330, 344, 430, 432, 456], "although": [18, 89, 111, 112, 113, 439], "alwai": [4, 10, 30, 36, 42, 82, 87, 90, 103, 130, 179, 181, 232, 234, 288, 334, 408, 425, 430, 456], "amax": [6, 211], "ambigu": 469, "amin": [6, 217], "among": 90, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 62, 64, 65, 68, 69, 73, 74, 75, 78, 79, 80, 81, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 168, 172, 173, 174, 177, 180, 183, 185, 186, 187, 189, 190, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 212, 213, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 242, 287, 288, 289, 290, 293, 303, 305, 311, 313, 316, 317, 320, 322, 323, 327, 328, 330, 332, 334, 335, 336, 337, 338, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 352, 354, 359, 360, 362, 371, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 400, 401, 402, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 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, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 469, 477], "anaconda": [3, 4], "analog": [105, 107, 109, 111, 112, 114], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 76, 77, 155, 350, 351, 402, 403, 454, 477], "ani": [3, 6, 14, 15, 30, 33, 36, 37, 38, 39, 40, 42, 52, 53, 64, 78, 81, 83, 87, 89, 91, 92, 105, 107, 111, 112, 117, 121, 122, 142, 143, 144, 146, 150, 151, 161, 168, 169, 184, 194, 195, 207, 209, 228, 230, 288, 352, 396, 424, 455, 469], "anoth": [4, 66, 87, 101, 111, 112, 136, 293, 313, 341, 347, 413], "answer": 354, "anti": [82, 122], "anyth": 89, "ap": 183, "apart": 442, "api": [0, 2, 3, 6, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 89, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461], "appear": [99, 128, 129, 453], "append": [0, 6, 83, 90, 92, 99, 110, 111, 112, 172], "appli": [28, 29, 30, 46, 54, 91, 223, 409, 438, 442], "applic": [10, 89], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 89, 110, 111, 112, 320], "appropri": [4, 28, 29, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 145, 194, 224, 225, 228, 230, 352, 380, 383, 434, 469], "approxim": [123, 442], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 62, 65, 66, 67, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 82, 83, 85, 86, 87, 89, 90, 91, 92, 95, 96, 97, 98, 99, 100, 102, 103, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 139, 144, 146, 147, 148, 149, 150, 152, 157, 158, 159, 162, 163, 164, 172, 173, 174, 175, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 192, 193, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 310, 311, 320, 332, 333, 334, 335, 340, 341, 342, 343, 344, 345, 348, 349, 350, 351, 352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 369, 370, 371, 374, 375, 377, 378, 380, 383, 384, 386, 392, 394, 395, 396, 397, 398, 399, 400, 401, 404, 405, 406, 410, 411, 412, 414, 415, 416, 417, 418, 420, 421, 422, 424, 426, 427, 429, 430, 431, 432, 434, 435, 436, 437, 438, 440, 442, 446, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 469, 477], "arang": [0, 6, 13, 28, 29, 31, 43, 44, 45, 46, 47, 58, 65, 77, 78, 79, 80, 82, 85, 86, 87, 91, 95, 97, 98, 100, 101, 104, 126, 127, 130, 135, 143, 144, 146, 149, 156, 157, 171, 187, 195, 198, 199, 203, 204, 205, 206, 207, 209, 210, 211, 215, 217, 219, 222, 296, 335, 338, 341, 343, 347, 351, 376, 406, 409, 412, 431, 438, 440, 442, 445, 446, 449, 450, 451, 459, 461], "arbitrari": [41, 86, 89, 91, 157, 210, 409, 445, 449], "arbitrarili": 91, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 68], "arccosh": [6, 21, 24, 27, 69], "arcsin": [6, 21, 24, 25, 26, 422], "arcsinh": [6, 22, 23, 27, 423], "arctan": [6, 18, 21, 23, 26, 27, 436], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 437], "area": 442, "arg": [52, 352], "arg1": 170, "arg2": 170, "argmax": [0, 6, 29, 87, 224, 348, 435, 469], "argmin": [6, 28, 87, 225, 435, 469], "argpartit": [6, 30, 348, 435, 469], "argsort": [6, 87, 348, 417, 424, 435, 441, 469], "argument": [0, 10, 11, 12, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 54, 55, 56, 58, 60, 65, 68, 69, 76, 77, 85, 86, 87, 89, 92, 96, 97, 98, 100, 130, 131, 132, 133, 134, 135, 152, 155, 158, 169, 170, 172, 186, 187, 198, 199, 200, 201, 202, 209, 210, 212, 218, 219, 220, 222, 317, 330, 332, 333, 342, 343, 345, 347, 350, 351, 402, 403, 404, 406, 409, 410, 411, 416, 420, 421, 422, 423, 429, 431, 436, 437, 438, 442, 451, 452, 469, 477], "argwher": [6, 334], "ari": [43, 44, 45, 90], "arithmet": [46, 144, 213, 214, 229, 232, 234, 342, 430, 432, 456, 462, 473], "around": [6, 87, 144, 347, 414], "arr": [80, 89, 150, 349, 376, 446, 450], "arr2": 89, "arr_t": [42, 87, 288], "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, 34, 35, 36, 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, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 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, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 236, 242, 285, 286, 287, 288, 289, 290, 293, 296, 297, 298, 299, 301, 302, 303, 304, 306, 308, 309, 311, 313, 314, 315, 316, 317, 318, 320, 321, 322, 323, 324, 325, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 356, 357, 359, 360, 361, 362, 363, 364, 365, 366, 367, 371, 374, 375, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 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, 473, 477], "array2str": 6, "array_equ": 6, "array_equiv": [6, 34], "array_lik": [33, 36, 37, 38, 39, 40, 41, 46, 64, 66, 78, 81, 90, 101, 142, 143, 144, 161, 168, 195, 207, 341, 347, 348, 352, 419, 434, 438, 455], "array_of_diagon": 82, "array_repr": 6, "array_split": [6, 60], "array_str": 6, "arrays_and_dtyp": 409, "art": 10, "asanyarrai": [6, 37, 40], "asarrai": [4, 6, 36, 38, 40, 41], "asarray_chkfinit": [6, 36, 37], "ascend": [179, 181, 417], "ascii": 89, "ascontiguousarrai": [6, 36, 37, 40], "asfarrai": [6, 36, 37], "asfortranarrai": [6, 36, 37, 38], "asmatrix": 6, "asnumpi": 87, "aspect": 89, "assembl": [60, 88, 151, 415, 429, 458], "assign": [87, 298, 320, 445, 449], "associ": [46, 149, 150, 469], "assum": [10, 46, 92, 109, 115, 117, 185, 188, 192, 209, 442], "astyp": [6, 87, 144, 334], "atleast_1d": [6, 44, 45, 99], "atleast_2d": [6, 43, 45, 99], "atleast_3d": [6, 43, 44, 99], "atol": [15, 159], "attain": 0, "attempt": [86, 186], "attribut": [87, 89, 94, 123, 143, 154, 189, 338, 461, 462], "automat": [149, 150], "avail": [2, 3, 4, 10, 67, 71, 89, 96, 214, 220, 224, 225, 228, 230, 231, 462, 469], "averag": [6, 87, 213, 229, 306, 432, 473], "avg": 46, "avoid": [44, 45, 109, 115, 117], "aweight": 71, "ax": [14, 19, 28, 29, 46, 70, 73, 83, 86, 87, 91, 99, 105, 107, 108, 111, 112, 113, 116, 117, 119, 121, 127, 146, 157, 187, 191, 193, 194, 208, 210, 211, 213, 217, 221, 224, 225, 228, 229, 230, 231, 232, 233, 234, 327, 330, 339, 344, 405, 412, 413, 428, 430, 432, 433, 438, 439, 440, 441, 453, 456], "axi": [14, 16, 17, 19, 28, 29, 30, 46, 59, 60, 70, 72, 73, 74, 75, 82, 83, 87, 88, 90, 91, 99, 101, 104, 105, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 127, 128, 129, 133, 134, 139, 144, 146, 151, 156, 183, 187, 195, 207, 208, 210, 211, 212, 213, 214, 217, 218, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 283, 284, 285, 286, 287, 294, 295, 301, 305, 306, 307, 311, 312, 313, 316, 322, 323, 324, 326, 328, 330, 331, 340, 341, 344, 346, 347, 348, 401, 405, 407, 408, 412, 413, 415, 424, 428, 429, 430, 432, 433, 434, 435, 438, 439, 440, 441, 442, 453, 454, 456, 458, 469], "axis1": [82, 87, 296, 327, 329, 433, 440], "axis2": [82, 87, 296, 327, 329, 433, 440], "axisa": 72, "axisb": 72, "axisc": 72, "axiserror": [30, 424], "b": [10, 13, 15, 28, 29, 34, 35, 48, 51, 59, 60, 66, 72, 75, 86, 87, 88, 89, 91, 92, 95, 137, 138, 147, 148, 151, 157, 159, 171, 173, 174, 177, 183, 186, 187, 188, 190, 191, 192, 193, 194, 203, 205, 210, 211, 217, 333, 335, 339, 343, 353, 409, 415, 429, 438, 439, 447, 457, 458, 477], "back": [87, 139, 301, 401, 408, 413, 447], "backend": [2, 145, 355, 357, 358, 368, 373, 389], "backward": [10, 42, 87, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 146, 288, 412, 413], "bad": 364, "bartlett": 6, "base": [0, 4, 89, 91, 98, 101, 130, 144, 149, 150, 192, 197, 198, 199, 200, 201, 202, 207, 208, 210, 341, 343, 347, 349], "base_repr": 6, "basic": [54, 91, 469, 473], "bc": [177, 190], "bcde": 92, "becaus": [10, 14, 19, 109, 115, 117, 454, 469], "becom": [10, 87, 149, 330], "been": [88, 348, 413, 435], "befor": [4, 30, 60, 73, 87, 90, 110, 111, 112, 128, 129, 194, 208, 211, 217, 232, 234, 311, 322, 344, 405, 412, 413, 424, 430, 432, 439, 456, 457], "begin": [90, 92, 144, 195, 207], "behav": [196, 347], "behavior": [87, 119, 293, 439], "behaviour": 223, "behind": [87, 311], "being": [3, 89, 133, 134, 212, 218], "belong": [84, 149], "below": [0, 4, 9, 78, 81, 89, 115, 185, 443, 444, 448, 454, 469], "best": 92, "beta": [6, 363], "between": [15, 20, 54, 83, 90, 123, 138, 141, 146, 157, 159, 195, 207, 369, 383, 431, 442, 454], "beyond": [4, 412], "bia": 71, "big": 89, "bin": [84, 104, 106, 120, 149, 150, 390], "bin_edg": [149, 150], "binari": [48, 50, 51, 137, 138, 140, 141, 462, 473], "binary_repr": 6, "bincount": [6, 84, 149], "binomi": [6, 371], "bins_0": 150, "bins_1": 150, "bit": [48, 49, 50, 51, 89, 123, 154, 158, 172, 203, 205, 206, 231, 233, 410, 421, 473], "bitwis": [48, 50, 51], "bitwise_and": [6, 49, 50, 51, 158, 203], "bitwise_not": 6, "bitwise_or": [6, 48, 49, 51, 158, 205], "bitwise_xor": [6, 48, 49, 50, 158, 206], "biufcmmosuv": 89, "blackman": 6, "block": [6, 60, 88, 122, 151, 171, 415, 429, 458], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 33, 34, 35, 39, 42, 46, 54, 66, 70, 73, 84, 87, 89, 92, 95, 122, 144, 147, 148, 149, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 173, 174, 175, 185, 187, 188, 192, 195, 207, 208, 211, 213, 215, 217, 223, 224, 225, 228, 229, 230, 231, 232, 233, 234, 288, 334, 335, 344, 405, 408, 421, 430, 432, 434, 453, 455, 456, 469], "bool_": 9, "boolean": [48, 49, 50, 51, 66, 73, 89, 101, 130, 156, 158, 159, 162, 163, 164, 165, 166, 167, 203, 205, 208, 209, 213, 229, 231, 232, 234, 334, 341, 405, 408, 430, 434, 456], "both": [10, 13, 15, 26, 34, 35, 46, 48, 50, 51, 58, 65, 72, 85, 86, 95, 111, 118, 130, 132, 133, 134, 135, 147, 148, 152, 157, 159, 171, 172, 173, 174, 187, 201, 202, 203, 205, 206, 210, 212, 218, 219, 222, 233, 333, 335, 343, 406, 410, 431, 438, 440, 445, 447, 449, 451, 457, 459], "bound": [347, 417, 434, 435], "boundari": [146, 347], "briefli": 469, "broadcast": [13, 14, 19, 28, 29, 35, 46, 52, 53, 58, 66, 70, 85, 91, 101, 130, 133, 134, 152, 165, 166, 187, 188, 206, 208, 210, 211, 212, 213, 217, 218, 222, 224, 225, 229, 231, 232, 233, 234, 343, 344, 347, 348, 405, 407, 430, 431, 432, 435, 439, 451, 456, 459], "broadcast_arrai": [6, 53], "broadcast_shap": 6, "broadcast_to": [6, 52, 439], "brought": 10, "buffer": [39, 74, 75, 87, 137, 138, 140, 141, 196, 211, 217, 226, 227, 408], "buffer_lik": 137, "build": 473, "build_loc": 4, "built": 89, "busday_count": 6, "busday_offset": 6, "byte": [6, 42, 87, 89, 91, 137, 138, 196, 288, 304, 308], "byte_bound": 6, "byteord": 89, "byteswap": 6, "bz2": 196, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 33, 35, 36, 37, 38, 40, 41, 42, 48, 49, 50, 51, 55, 56, 58, 61, 62, 64, 65, 68, 69, 72, 76, 77, 85, 86, 87, 89, 91, 92, 93, 94, 95, 97, 98, 100, 102, 103, 124, 130, 131, 132, 133, 134, 135, 142, 143, 145, 147, 148, 152, 155, 157, 158, 162, 163, 164, 171, 172, 173, 174, 177, 183, 186, 187, 190, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 210, 212, 218, 219, 222, 288, 293, 301, 314, 332, 333, 334, 335, 337, 338, 342, 343, 345, 350, 351, 401, 404, 406, 408, 410, 411, 416, 420, 421, 422, 423, 426, 427, 431, 436, 437, 438, 439, 451, 452, 453, 459, 460, 461, 477], "c_contigu": [38, 40, 87, 293], "ca": 63, "calcul": [10, 11, 12, 13, 18, 26, 46, 73, 75, 83, 85, 90, 91, 95, 97, 98, 100, 104, 113, 130, 131, 132, 135, 146, 150, 152, 178, 179, 180, 181, 183, 188, 199, 201, 202, 208, 210, 213, 219, 222, 229, 232, 234, 335, 343, 344, 405, 406, 430, 431, 451, 456, 457, 462, 477], "call": [10, 18, 28, 29, 30, 38, 40, 89, 110, 111, 112, 115, 118, 139, 178, 180, 186, 209, 242, 334, 428, 434, 439, 442, 477], "callabl": [139, 209], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 54, 64, 65, 72, 78, 79, 81, 82, 85, 86, 87, 89, 91, 92, 93, 94, 95, 102, 104, 105, 106, 107, 110, 111, 112, 115, 116, 117, 120, 122, 130, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 151, 152, 153, 156, 157, 158, 159, 161, 168, 169, 171, 172, 173, 174, 175, 182, 183, 184, 194, 195, 196, 201, 202, 203, 205, 206, 207, 209, 210, 212, 216, 218, 219, 222, 231, 233, 288, 293, 320, 322, 332, 333, 334, 335, 336, 337, 338, 342, 343, 348, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 406, 408, 410, 424, 431, 434, 435, 438, 440, 442, 443, 445, 449, 450, 451, 453, 455, 457, 459, 460, 461, 469, 477], "can_cast": [6, 473], "cannot": [60, 224, 225, 428, 429], "capabl": [20, 33, 36, 37, 38, 40, 46, 103, 144, 195, 207, 210], "care": [20, 178], "cartesian": 215, "case": [4, 14, 19, 20, 28, 29, 33, 36, 37, 38, 40, 46, 64, 74, 75, 78, 81, 83, 92, 93, 94, 102, 106, 109, 114, 118, 120, 137, 138, 139, 140, 142, 143, 144, 146, 153, 178, 189, 192, 195, 196, 202, 207, 216, 226, 227, 231, 233, 336, 337, 338, 344, 408, 432, 438, 443, 454, 455, 460, 461, 469], "cast": [14, 19, 42, 54, 60, 66, 73, 74, 75, 87, 91, 130, 151, 178, 208, 210, 213, 223, 226, 227, 229, 231, 232, 233, 234, 288, 344, 405, 415, 429, 430, 432, 456, 458], "cat": [354, 371], "cauchi": 390, "cbrt": [6, 426], "cdef": 92, "cdot": 438, "cdoubl": 9, "ceil": [6, 32, 124, 131, 132, 411, 414, 452], "center": [105, 106, 107, 108, 112, 113, 120], "central": [146, 372, 373], "certain": [89, 209], "ch": 10, "chain": [86, 87, 91, 92], "chang": [42, 64, 72, 87, 89, 91, 101, 226, 227, 288, 301, 325, 330, 332, 341, 342, 347, 348, 349, 401, 408, 413, 454, 473], "char": 89, "charact": [89, 138], "check": [14, 19, 36, 37, 54, 109, 161, 168, 175, 188, 191], "check_valid": 370, "chi": [356, 372], "chisquar": 6, "choic": [6, 57, 87, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 179, 181, 289], "choicelist": 418, "choleski": 6, "choos": [6, 18, 25, 87, 92, 459, 469], "chosen": [31, 149, 453, 459], "circ": 477, "circl": [190, 442], "clamp": [347, 434, 435], "clariti": 122, "class": [3, 87, 89, 125, 137, 138, 139, 141, 156, 196, 352, 380, 443, 473], "classic": 91, "clear": [89, 469], "clip": [6, 87, 347, 434, 435, 469], "close": [18, 21, 22, 23, 25, 41, 42, 87, 91, 99, 155, 195, 288, 352, 380, 402, 403, 411, 414, 442], "closer": 452, "cloud": 3, "cmake": 4, "co": [6, 21, 69, 180, 422, 436, 442], "code": [39, 89, 170], "coeffici": [183, 191, 194], "coerc": [39, 137, 138, 139, 140, 141, 196], "coin": 354, "col": 156, "collaps": [87, 301, 453], "column": [6, 36, 37, 38, 40, 41, 42, 59, 60, 74, 75, 82, 87, 88, 102, 122, 128, 129, 146, 151, 153, 178, 179, 183, 186, 189, 192, 288, 401, 415, 429, 443, 445, 449, 455, 458], "column_stack": [6, 60, 88, 151, 415, 429, 458], "com": 4, "combin": [0, 89, 99, 107, 112, 117, 121, 146], "combinatori": 92, "come": 453, "comma": [89, 91], "command": 4, "common": [110, 111, 112, 334, 438], "common_typ": 6, "compani": [354, 371], "compar": [15, 34, 95, 133, 134, 150, 159, 212, 218], "compare_chararrai": 6, "comparison": [2, 95, 147, 148, 173, 174, 335, 462, 473], "compat": [3, 10, 14, 19, 42, 46, 87, 208, 213, 228, 229, 230, 232, 234, 288, 405, 408, 430, 456, 473], "compil": [4, 89, 145], "complement": 454, "complementari": [132, 454], "complet": [3, 4, 92, 138, 139, 189, 413, 469], "complex": [10, 11, 12, 18, 25, 26, 34, 54, 73, 86, 87, 89, 92, 96, 103, 104, 105, 107, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 123, 130, 133, 134, 155, 160, 161, 167, 168, 178, 179, 180, 181, 189, 190, 192, 208, 210, 212, 218, 223, 232, 234, 291, 292, 345, 402, 403, 405, 425, 430, 453, 456, 457, 469, 473], "complex128": [9, 10, 46, 409], "complex64": [9, 10, 46, 130], "compliant": 87, "complic": [91, 477], "compon": [10, 34, 108, 113, 120, 123, 155, 223, 402], "compos": 65, "composit": [75, 171, 432, 442], "compress": [6, 101, 434, 469], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 32, 46, 48, 49, 50, 51, 55, 61, 62, 68, 69, 73, 74, 75, 83, 84, 91, 97, 98, 99, 100, 103, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 146, 147, 148, 149, 150, 155, 156, 158, 171, 173, 174, 176, 177, 178, 179, 180, 181, 182, 186, 187, 188, 189, 190, 192, 193, 194, 197, 198, 199, 200, 203, 204, 205, 206, 208, 210, 213, 214, 219, 226, 227, 228, 229, 230, 231, 232, 233, 234, 332, 342, 345, 402, 404, 405, 406, 411, 414, 416, 420, 421, 422, 423, 426, 430, 432, 436, 437, 438, 442, 445, 449, 456], "compute_uv": [176, 192], "concaten": [6, 59, 88, 151, 415, 429, 435, 458], "concept": [20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461, 469], "cond": [6, 182], "condit": [31, 42, 86, 87, 101, 176, 182, 186, 288, 334, 341, 347, 349, 418, 459], "condlist": 418, "confus": 135, "conj": [6, 62, 87, 109, 155, 175, 178, 345], "conjug": [6, 10, 61, 86, 87, 115, 118, 155, 175, 178, 179, 180, 181, 210, 291, 345, 457], "consecut": [83, 90, 146], "conserv": 215, "consid": [15, 20, 33, 34, 36, 37, 38, 40, 92, 120, 144, 159, 162, 179, 181, 185, 195, 207, 210, 352, 380, 453], "consist": [34, 35, 90, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 138, 150, 194, 195, 435, 438], "constant": [9, 89, 146], "constraint": 46, "construct": [36, 37, 57, 78, 81, 82, 87, 89, 102, 137, 138, 139, 140, 141, 153, 196, 216, 289, 336, 439, 440, 459, 462], "constructor": 469, "consum": [87, 308], "contain": [10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 55, 56, 58, 61, 62, 65, 66, 68, 69, 72, 73, 82, 85, 87, 89, 95, 97, 98, 100, 105, 106, 107, 110, 115, 118, 120, 126, 130, 131, 132, 133, 134, 135, 136, 141, 145, 146, 147, 148, 149, 150, 152, 155, 156, 158, 172, 173, 174, 179, 189, 192, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 212, 213, 218, 219, 222, 224, 225, 228, 229, 230, 232, 234, 317, 332, 334, 335, 342, 343, 345, 352, 402, 404, 405, 406, 410, 411, 414, 416, 420, 421, 422, 423, 426, 427, 430, 431, 436, 437, 441, 445, 446, 449, 450, 451, 452, 456, 469], "content": [38, 87, 389], "context": 10, "contigu": [36, 37, 38, 40, 86, 87, 91, 186, 314, 401, 408], "continu": [352, 384], "contourf": 215, "contract": [91, 92, 438], "contrast": 347, "contribut": [10, 46, 149, 150], "control": [4, 42, 54, 60, 66, 87, 91, 151, 210, 288, 415, 429, 458], "conveni": [87, 330, 352], "convent": [86, 91, 92, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 157, 194, 210, 339, 438], "convers": [42, 87, 91, 288, 462], "convert": [28, 29, 33, 36, 37, 38, 39, 40, 41, 43, 44, 45, 64, 76, 77, 78, 81, 89, 92, 99, 142, 143, 144, 161, 168, 195, 207, 350, 351, 454, 455], "convolut": [10, 63, 67], "convolv": [6, 67], "coolei": 10, "coordin": [70, 139, 146, 156, 215], "copi": [6, 20, 30, 33, 34, 36, 37, 38, 39, 40, 42, 43, 44, 45, 66, 78, 79, 81, 82, 87, 89, 93, 94, 101, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 215, 216, 223, 242, 288, 301, 303, 311, 317, 320, 336, 337, 338, 340, 341, 342, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 393, 396, 408, 417, 424, 428, 443, 444, 445, 448, 449, 455, 460, 461, 469], "copysign": [6, 332, 342], "copyto": [6, 87, 101, 293, 341], "core": [3, 89, 91, 469], "corner": [105, 107, 111, 112], "corrcoef": [6, 71], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 32, 48, 49, 50, 51, 55, 56, 60, 61, 62, 65, 68, 69, 76, 77, 85, 95, 97, 98, 100, 103, 109, 115, 117, 124, 130, 131, 132, 133, 134, 135, 147, 148, 152, 155, 158, 162, 163, 164, 172, 173, 174, 191, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 212, 218, 219, 222, 332, 333, 335, 342, 343, 345, 350, 351, 404, 406, 410, 411, 414, 416, 420, 421, 422, 423, 426, 427, 429, 431, 436, 437, 451, 452], "correctli": [18, 25, 28, 29, 70, 187, 211, 217, 224, 225, 231, 233, 334, 344, 432], "correl": [6, 473], "correspond": [6, 10, 20, 28, 29, 33, 36, 37, 38, 39, 40, 42, 58, 60, 64, 76, 77, 78, 79, 81, 82, 87, 93, 94, 102, 105, 106, 107, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 137, 138, 139, 140, 141, 142, 143, 144, 146, 153, 156, 178, 179, 195, 196, 207, 209, 210, 216, 288, 293, 297, 336, 337, 338, 350, 351, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 412, 419, 430, 438, 441, 442, 443, 445, 449, 455, 456, 460, 461, 469], "correspondingli": 10, "cosh": [6, 22, 68, 423, 437], "cosin": [21, 22, 23, 24, 25, 26, 27, 68, 69, 422, 423, 436, 437], "cost": [91, 92], "costli": 92, "could": [87, 109, 115, 117, 322], "count": [14, 19, 47, 70, 84, 89, 92, 127, 137, 138, 140, 141, 146, 149, 150, 334, 344, 354, 432, 453, 462, 473], "count_nonzero": [6, 334], "counterpart": [10, 109, 115, 117, 469], "cov": [6, 370], "covari": 71, "cover": [445, 449, 473], "cpu": [4, 20, 33, 36, 37, 38, 40, 64, 67, 71, 78, 81, 93, 94, 96, 102, 106, 120, 137, 138, 139, 140, 142, 143, 144, 153, 195, 196, 207, 214, 216, 220, 231, 336, 337, 338, 443, 455, 460, 461], "creat": [3, 4, 20, 33, 35, 36, 37, 38, 39, 40, 42, 64, 78, 79, 80, 81, 82, 87, 89, 92, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 223, 288, 293, 336, 337, 338, 348, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 440, 443, 445, 446, 449, 450, 455, 460, 461, 469, 473], "creation": [89, 92, 462, 469, 473, 477], "crop": [104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121], "cross": [6, 67], "csingl": 9, "ct": 10, "cube": [55, 130, 426], "cubic": 92, "cumprod": [6, 87, 226, 469], "cumproduct": 6, "cumsum": [6, 83, 87, 227, 432, 442, 469], "cumul": [73, 74, 75, 83, 87, 226, 227, 294, 295, 432, 442], "cupi": [2, 462], "current": [10, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 48, 49, 50, 51, 55, 56, 58, 65, 68, 69, 76, 77, 85, 87, 89, 92, 97, 98, 100, 130, 131, 132, 133, 134, 135, 138, 150, 152, 153, 158, 172, 198, 199, 200, 201, 202, 212, 218, 219, 220, 222, 320, 332, 333, 342, 343, 345, 350, 351, 404, 406, 410, 411, 416, 420, 421, 422, 423, 431, 436, 437, 451, 452], "curv": 442, "custom": 469, "customarili": 10, "cut": 183, "cutoff": 188, "cycl": [106, 120], "cyclic": 347, "cython": 4, "d": [0, 14, 19, 20, 46, 59, 60, 74, 75, 78, 79, 80, 81, 82, 86, 87, 88, 89, 102, 106, 108, 113, 120, 122, 126, 128, 129, 141, 151, 153, 157, 177, 179, 180, 186, 187, 190, 210, 215, 226, 227, 233, 301, 334, 343, 344, 347, 357, 401, 408, 415, 417, 419, 429, 432, 434, 438, 439, 440, 447, 453, 455, 458, 469], "d0": [352, 379, 381], "d1": [352, 381], "d3": 79, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 46, 48, 49, 50, 51, 53, 54, 55, 56, 60, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 73, 76, 77, 78, 81, 84, 85, 86, 87, 89, 91, 93, 94, 95, 96, 97, 98, 100, 102, 103, 109, 115, 117, 123, 124, 126, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 161, 162, 163, 164, 165, 166, 168, 172, 173, 174, 183, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 210, 212, 213, 214, 218, 219, 220, 222, 223, 224, 225, 228, 229, 230, 231, 232, 234, 288, 317, 330, 332, 333, 335, 337, 338, 341, 342, 343, 345, 347, 348, 350, 351, 352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 371, 374, 375, 377, 378, 379, 380, 381, 382, 384, 385, 386, 387, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 420, 421, 422, 423, 426, 427, 428, 429, 430, 431, 435, 436, 437, 440, 443, 451, 452, 456, 458, 459, 460, 461, 462, 473], "datatyp": [89, 185], "date": 4, "datetim": 89, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [71, 87, 232, 234, 324, 331, 430, 456], "decai": 365, "decim": [32, 87, 123, 124, 318, 411, 414], "decomposit": [175, 182, 185, 188, 192, 473], "decompress": 196, "decreas": [84, 442], "decreasingli": [10, 105, 107, 111, 112], "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40, 42, 46, 48, 49, 50, 51, 52, 53, 55, 56, 58, 60, 61, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 97, 98, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 127, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 158, 159, 162, 163, 164, 165, 166, 172, 173, 174, 175, 176, 179, 181, 183, 185, 186, 187, 188, 189, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 293, 301, 332, 333, 335, 336, 337, 338, 340, 342, 343, 344, 345, 347, 350, 351, 352, 356, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 390, 391, 393, 396, 401, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 420, 421, 422, 423, 424, 426, 427, 429, 430, 431, 432, 434, 435, 436, 437, 438, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 469], "default_rng": 6, "defg": 92, "defici": 185, "defin": [10, 72, 89, 94, 104, 133, 134, 143, 149, 150, 212, 218, 223, 338, 342, 403, 461, 469], "definit": [72, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 175, 442], "deg": [18, 351], "deg2rad": [6, 350, 351, 454], "degre": [6, 18, 76, 232, 234, 350, 351, 394, 430, 454, 456, 477], "del": 477, "delet": 6, "delta": [10, 232, 234, 430, 454, 456], "demonstr": [0, 4, 89], "dens": [156, 216], "densiti": 149, "depend": [4, 31, 82, 103, 109, 115, 117, 179, 183, 189, 191, 192, 195, 231, 233, 418, 459], "deprec": 6, "deprecate_with_doc": 6, "depth": [59, 60, 88, 151, 415, 429, 458], "deriv": 146, "descend": 192, "descr": 89, "describ": [73, 89, 208, 405, 473], "descript": [73, 89, 110, 112, 149, 208, 405, 469], "design": 10, "desir": [20, 33, 36, 37, 38, 40, 41, 53, 93, 94, 102, 110, 111, 112, 142, 143, 144, 153, 195, 207, 337, 338, 439, 443, 460, 461], "destin": [60, 151, 221, 347, 348, 415, 429, 435, 458], "destruct": 477, "det": [6, 190], "detail": [32, 105, 107, 111, 112, 116, 117, 119, 121, 136, 414, 445, 446, 449, 450, 453, 469], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 48, 50, 51, 55, 65, 68, 69, 76, 77, 85, 97, 98, 100, 132, 133, 134, 135, 138, 139, 141, 152, 172, 177, 183, 189, 190, 197, 198, 199, 200, 201, 202, 210, 212, 218, 219, 222, 333, 343, 350, 351, 404, 406, 410, 416, 420, 422, 423, 426, 427, 431, 436, 437, 440, 451, 452], "devel": 4, "develop": [3, 4], "deviat": [87, 213, 229, 232, 234, 324, 352, 367, 374, 430, 456], "devic": [0, 2, 3, 20, 33, 36, 37, 38, 39, 40, 42, 46, 64, 73, 78, 79, 81, 87, 93, 94, 102, 103, 106, 120, 124, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 208, 209, 210, 213, 216, 229, 232, 234, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 405, 428, 430, 443, 445, 449, 455, 456, 460, 461], "df": [356, 372, 394, 395], "dfden": [360, 373], "dfnum": [360, 373], "dft": [10, 104, 109, 110, 114, 115, 118], "di": [79, 80], "diag": [6, 81, 82, 91, 102, 128, 129, 153, 178, 180, 192, 440], "diag_indic": [6, 80, 122], "diag_indices_from": [6, 79, 122], "diagflat": [6, 78, 82, 440], "diagon": [6, 78, 79, 80, 81, 87, 91, 102, 122, 153, 175, 179, 180, 181, 209, 329, 440, 443, 444, 445, 446, 448, 449, 450, 469], "dice": 369, "dictionari": 89, "diff": [6, 75, 90, 146, 149], "differ": [3, 10, 15, 20, 33, 36, 37, 38, 40, 46, 64, 73, 75, 78, 81, 83, 87, 89, 90, 93, 94, 102, 105, 106, 110, 111, 113, 116, 119, 120, 123, 128, 129, 130, 137, 138, 139, 140, 142, 143, 144, 146, 153, 159, 181, 195, 196, 207, 208, 210, 216, 293, 336, 337, 338, 341, 343, 348, 405, 431, 435, 443, 445, 449, 454, 455, 460, 461, 473], "digit": [6, 10, 123, 149], "dim": 15, "dimens": [14, 19, 28, 29, 33, 43, 44, 45, 46, 59, 60, 66, 70, 71, 72, 79, 82, 83, 87, 89, 99, 111, 112, 124, 128, 129, 146, 151, 156, 157, 185, 187, 189, 208, 211, 213, 215, 216, 217, 221, 224, 225, 228, 229, 230, 231, 232, 233, 234, 301, 309, 320, 334, 336, 344, 348, 352, 382, 384, 385, 387, 405, 408, 419, 428, 429, 430, 432, 433, 434, 435, 439, 440, 445, 446, 449, 450, 453, 456, 469, 473], "dimension": [2, 4, 30, 63, 67, 70, 73, 79, 80, 81, 82, 83, 84, 87, 90, 91, 104, 105, 107, 109, 110, 111, 112, 115, 116, 117, 118, 119, 121, 122, 137, 138, 140, 146, 156, 183, 189, 193, 194, 208, 211, 215, 216, 217, 224, 225, 228, 230, 232, 234, 323, 336, 339, 344, 405, 424, 430, 432, 434, 439, 442, 453, 456, 457, 462], "direct": [10, 72, 83, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 128, 129, 146, 333], "directli": [89, 139, 156, 207, 334, 435], "directori": 145, "dirichlet": 6, "discard": 452, "discont": 454, "discontinu": 454, "discret": [3, 10, 63, 67, 75, 83, 90, 104, 105, 106, 107, 110, 111, 112, 115, 116, 117, 118, 119, 120, 121, 146, 352, 462], "disp": 6, "dispers": 397, "displac": [87, 325], "distanc": 146, "distinct": [133, 134, 212, 218], "distinguish": 89, "distribut": [3, 4, 207, 352, 353, 354, 356, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 377, 378, 379, 380, 381, 383, 384, 386, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 473], "divid": [6, 88, 132, 135, 219, 406, 451], "divis": [85, 132, 135, 219, 343, 406, 451, 452], "divisor": [232, 234, 430, 456], "divmod": [6, 469], "dlpack": 136, "dmlc": 136, "dn": [352, 379, 381], "do": [3, 4, 89, 209, 354, 413, 442], "docstr": 469, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 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, 74, 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, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 301, 302, 303, 305, 306, 307, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 322, 323, 324, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 389, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 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, 453, 454, 455, 456, 457, 458, 459, 460, 461, 469], "doe": [20, 54, 101, 103, 118, 133, 134, 189, 223, 226, 227, 341, 434], "domain": [10, 109, 114], "done": [3, 42, 87, 91, 194, 288, 453, 454], "dot": [6, 87, 91, 92, 157, 175, 180, 182, 186, 188, 189, 191, 192, 193, 194, 210, 438, 457], "doubl": [9, 365, 438], "down": 129, "dp": [85, 177, 179, 190, 191, 343, 408, 409, 419, 431, 451], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 144, 153, 156, 195, 196, 207, 209, 216, 224, 225, 228, 230, 231, 288, 293, 336, 337, 338, 346, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461], "dpnp": [0, 2, 3, 4, 10, 462, 469, 473, 474, 477], "dpnp_arrai": [20, 33, 36, 37, 38, 40, 42, 64, 78, 79, 81, 93, 94, 102, 106, 120, 123, 136, 137, 138, 139, 140, 141, 142, 143, 144, 153, 154, 156, 195, 196, 207, 209, 216, 235, 288, 293, 336, 337, 338, 352, 374, 379, 380, 381, 382, 383, 384, 385, 387, 388, 393, 396, 443, 445, 449, 455, 460, 461, 462], "dpnp_iface_arraycr": [216, 336], "draw": [352, 353, 354, 356, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 377, 378, 380, 386, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399], "drawn": [352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 369, 370, 371, 374, 375, 377, 378, 380, 383, 386, 392, 393, 394, 395, 396, 397, 398, 399, 400, 418], "drill": [354, 371], "driver": 2, "drop": [3, 89], "dsplit": [6, 60, 88], "dst": 66, "dstack": [6, 59, 60, 151, 415, 429, 458], "dt": [89, 442], "dt2": 89, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34, 36, 37, 38, 39, 40, 42, 46, 48, 49, 50, 51, 54, 55, 56, 60, 61, 62, 65, 68, 69, 71, 73, 74, 75, 76, 77, 79, 85, 87, 91, 93, 94, 95, 97, 98, 100, 102, 103, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 151, 152, 153, 154, 155, 156, 158, 162, 163, 164, 165, 166, 172, 173, 174, 186, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 210, 211, 212, 213, 217, 218, 219, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 294, 295, 306, 312, 324, 326, 329, 331, 332, 333, 335, 337, 338, 342, 343, 344, 345, 350, 351, 352, 374, 380, 396, 404, 405, 406, 409, 410, 411, 414, 415, 416, 420, 421, 422, 423, 425, 426, 427, 429, 430, 431, 432, 434, 436, 437, 440, 443, 444, 448, 451, 452, 456, 458, 460, 461, 469], "due": [118, 477], "dump": 6, "dx": [146, 442], "dy": 146, "dz": 146, "e": [9, 10, 22, 24, 73, 74, 82, 89, 93, 94, 99, 102, 105, 109, 110, 111, 112, 115, 117, 118, 130, 138, 142, 143, 146, 153, 172, 178, 190, 193, 197, 337, 338, 352, 403, 407, 433, 443, 460, 461], "ea": 92, "each": [0, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 61, 62, 65, 68, 69, 74, 75, 79, 82, 84, 85, 87, 89, 92, 95, 97, 98, 100, 105, 107, 109, 111, 112, 115, 116, 117, 119, 121, 128, 129, 130, 131, 132, 135, 139, 146, 147, 148, 149, 150, 155, 158, 162, 163, 164, 172, 173, 174, 178, 179, 180, 181, 183, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 210, 219, 221, 222, 223, 318, 332, 334, 335, 342, 343, 345, 348, 354, 371, 402, 404, 406, 407, 410, 411, 412, 414, 416, 420, 421, 422, 423, 426, 427, 429, 431, 435, 436, 437, 439, 442, 445, 446, 449, 450, 451, 452, 453, 469], "easier": 434, "easiest": 4, "easili": [0, 150], "edg": [58, 84, 149, 150], "edge_ord": 146, "ediff1d": [6, 83, 146], "effect": [92, 130, 133, 134, 212, 218, 343, 454], "effici": [10, 104, 118, 138, 185, 188, 192], "efgh": 92, "eig": [6, 179, 180, 181], "eigenvalu": [178, 179, 180, 181, 473], "eigenvector": [178, 179, 180, 181], "eigh": [6, 178, 180, 181], "eigval": [6, 178, 179, 181], "eigvalsh": [6, 178, 179, 180], "einstein": [86, 91, 92, 157, 194, 210, 339, 438], "einsum": [6, 86, 92, 157, 194, 210, 339, 438], "einsum_path": [6, 91], "either": [34, 35, 40, 46, 73, 82, 89, 105, 107, 109, 111, 112, 115, 117, 119, 121, 122, 146, 157, 179, 181, 187, 189, 208, 224, 225, 228, 230, 231, 233, 405, 417, 435, 442], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 46, 47, 48, 49, 50, 51, 55, 56, 58, 61, 62, 65, 66, 68, 69, 73, 74, 75, 80, 82, 83, 84, 85, 87, 89, 90, 92, 95, 97, 98, 100, 101, 102, 103, 105, 107, 111, 112, 116, 117, 118, 119, 121, 122, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 141, 146, 147, 148, 149, 150, 152, 153, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 180, 184, 197, 198, 199, 200, 201, 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109, 149, 150, 208, 213, 228, 229, 230, 232, 234, 405, 430, 456], "entri": [87, 89, 93, 101, 109, 115, 117, 122, 127, 128, 129, 323, 428], "env": 4, "environ": 4, "ep": [123, 185, 333, 403], "epsilon": [185, 403], "epsneg": 123, "equal": [6, 14, 15, 19, 34, 35, 46, 60, 67, 71, 75, 87, 102, 144, 146, 147, 148, 149, 150, 151, 159, 161, 168, 170, 172, 173, 174, 184, 188, 189, 194, 195, 207, 219, 311, 335, 352, 362, 396, 406, 410, 411, 414, 415, 420, 428, 429, 443, 445, 449, 458], "equal_nan": [15, 34, 159, 453], "equat": [183, 191, 193, 194, 473], "equiv": [42, 54, 60, 66, 87, 91, 151, 184, 210, 288, 415, 429, 458], "equival": [10, 13, 14, 16, 17, 19, 28, 29, 30, 32, 35, 46, 64, 72, 73, 76, 77, 85, 86, 87, 88, 92, 99, 101, 126, 133, 134, 135, 193, 208, 219, 222, 242, 283, 284, 296, 317, 320, 330, 334, 339, 342, 350, 351, 352, 380, 405, 406, 408, 414, 419, 424, 431, 432, 434, 438, 441, 451, 453, 469, 477], "error": [73, 96, 109, 114, 178, 208, 405, 428, 462, 469], "essenti": 4, "estim": [71, 150, 354, 371, 442], "et": 10, "etc": [10, 89, 105, 107, 111, 112, 116, 117, 119, 121, 371], "eturn": 101, "euclidean": 183, "euler_gamma": 9, "evalu": [14, 15, 19, 87, 91, 92, 95, 161, 168, 194, 215, 283, 284, 339, 438, 469], "even": [10, 89, 106, 108, 109, 110, 113, 114, 115, 117, 118, 120, 161, 168, 411, 414], "evenli": [20, 144, 195, 207, 411, 442], "event": 202, "everi": [117, 348, 435], "everywher": 115, "exact": [101, 186, 341], "exactli": [10, 41, 141, 352, 380], "examin": 183, "exampl": [2, 3, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 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, 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, 115, 116, 117, 118, 119, 120, 121, 122, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 288, 293, 296, 298, 301, 302, 303, 311, 315, 317, 320, 322, 325, 330, 332, 333, 334, 335, 336, 337, 338, 339, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 356, 359, 360, 361, 362, 363, 364, 365, 366, 367, 369, 370, 371, 374, 375, 376, 377, 378, 379, 380, 381, 382, 384, 385, 386, 387, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 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"dpnp.fft.rfft", "dpnp.fft.rfft2", "dpnp.fft.rfftfreq", "dpnp.fft.rfftn", "dpnp.fill_diagonal", "dpnp.finfo", "dpnp.fix", "dpnp.flatiter", "dpnp.flatnonzero", "dpnp.flip", "dpnp.fliplr", "dpnp.flipud", "dpnp.float_power", "dpnp.floor", "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.geomspace", "dpnp.get_include", "dpnp.gradient", "dpnp.greater", "dpnp.greater_equal", "dpnp.histogram", "dpnp.histogram_bin_edges", "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.kron", "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.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.negative", "dpnp.nextafter", "dpnp.nonzero", "dpnp.not_equal", "dpnp.ogrid", "dpnp.ones", "dpnp.ones_like", "dpnp.outer", "dpnp.partition", "dpnp.place", "dpnp.positive", "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", "dpnp.random.lognormal", "dpnp.random.logseries", "dpnp.random.multinomial", "dpnp.random.multivariate_normal", "dpnp.random.negative_binomial", "dpnp.random.noncentral_chisquare", "dpnp.random.noncentral_f", "dpnp.random.normal", "dpnp.random.pareto", "dpnp.random.permutation", "dpnp.random.poisson", "dpnp.random.power", "dpnp.random.rand", "dpnp.random.randint", "dpnp.random.randn", "dpnp.random.random", "dpnp.random.random_integers", "dpnp.random.random_sample", "dpnp.random.ranf", "dpnp.random.rayleigh", "dpnp.random.sample", "dpnp.random.seed", "dpnp.random.shuffle", "dpnp.random.standard_cauchy", "dpnp.random.standard_exponential", "dpnp.random.standard_gamma", "dpnp.random.standard_normal", "dpnp.random.standard_t", "dpnp.random.triangular", "dpnp.random.uniform", "dpnp.random.vonmises", "dpnp.random.wald", "dpnp.random.weibull", "dpnp.random.zipf", "dpnp.ravel", "dpnp.real", "dpnp.real_if_close", "dpnp.reciprocal", "dpnp.reduce_hypot", "dpnp.remainder", "dpnp.repeat", "dpnp.reshape", "dpnp.result_type", "dpnp.right_shift", "dpnp.rint", "dpnp.roll", "dpnp.rollaxis", "dpnp.round", "dpnp.row_stack", "dpnp.rsqrt", "dpnp.searchsorted", "dpnp.select", "dpnp.shape", "dpnp.sign", "dpnp.signbit", "dpnp.sin", "dpnp.sinh", "dpnp.sort", "dpnp.sort_complex", "dpnp.sqrt", "dpnp.square", "dpnp.squeeze", "dpnp.stack", "dpnp.std", "dpnp.subtract", "dpnp.sum", "dpnp.swapaxes", "dpnp.take", "dpnp.take_along_axis", "dpnp.tan", "dpnp.tanh", "dpnp.tensordot", "dpnp.tile", "dpnp.trace", "dpnp.transpose", "dpnp.trapezoid", "dpnp.tri", "dpnp.tril", "dpnp.tril_indices", "dpnp.tril_indices_from", "dpnp.trim_zeros", "dpnp.triu", "dpnp.triu_indices", "dpnp.triu_indices_from", "dpnp.true_divide", "dpnp.trunc", "dpnp.unique", "dpnp.unwrap", "dpnp.vander", "dpnp.var", "dpnp.vdot", "dpnp.vstack", "dpnp.where", "dpnp.zeros", "dpnp.zeros_like", "API Reference", "Array Indexing Routines", "Linear Algebra", "Logic Functions", "Array Manipulation Routines", "Mathematical functions", "Miscellaneous routines", "Multi-Dimensional Array (ndarray)", "Padding", "Polynomials", "Random Sampling (<code class=\"docutils literal notranslate\"><span class=\"pre\">dpnp.random</span></code>)", "Routines", "Sorting, Searching, and Counting", "Special Functions", "Statistical Functions", "Universal Functions (ufunc)"], "titleterms": {"The": 7, "__abs__": 237, "__add__": 238, "__and__": 239, "__bool__": 240, "__complex__": 241, "__copy__": 242, "__eq__": 243, "__float__": 244, "__floordiv__": 245, "__ge__": 246, "__getitem__": 247, "__gt__": 248, "__iadd__": 249, "__iand__": 250, "__ifloordiv__": 251, "__ilshift__": 252, "__imod__": 253, "__imul__": 254, "__int__": 255, "__invert__": 256, "__ior__": 257, "__ipow__": 258, "__irshift__": 259, "__isub__": 260, "__itruediv__": 261, "__ixor__": 262, "__le__": 263, "__len__": 264, "__lshift__": 265, "__lt__": 266, "__matmul__": 267, "__mod__": 268, "__mul__": 269, 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