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117, 146, 176, 181, 187, 190, 203, 208, 227, 228, 230, 232, 234, 345, 348, 353, 397, 409, 433, 435, 453], "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, 180, 182, 203, 211, 214, 225, 226, 227, 228, 229, 230, 231, 233, 235, 345, 431, 433, 435, 457, 478], "Its": [58, 194, 349, 441], "NOT": [49, 159, 204, 205, 206, 207], "No": [37, 91, 176], "Not": [14, 19, 163, 224, 227, 228, 229, 231, 232, 234, 345], "OR": [19, 48, 49, 50, 51, 159, 204, 205, 206, 207], "On": 4, "One": [43, 44, 45, 72, 88, 89, 115, 409], "Or": [146, 443], "That": 210, "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, 154, 157, 159, 160, 162, 163, 164, 165, 169, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 208, 209, 210, 211, 212, 213, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 289, 294, 302, 303, 312, 316, 321, 333, 334, 335, 336, 337, 338, 339, 343, 344, 345, 347, 348, 349, 351, 352, 353, 356, 358, 359, 369, 374, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 402, 405, 406, 407, 408, 409, 410, 411, 413, 414, 416, 417, 420, 421, 422, 423, 424, 425, 427, 428, 430, 431, 432, 433, 435, 436, 437, 438, 439, 440, 442, 443, 444, 446, 447, 448, 450, 451, 452, 453, 454, 456, 457, 459, 460, 461, 462, 470, 474, 478], "Then": [10, 38, 40, 210], "There": [10, 196, 454], "These": [4, 89, 91, 92, 99, 210, 222, 349, 436, 446, 450, 470, 474], "To": [4, 109, 115, 117, 130, 335, 455], "With": [28, 29, 46, 70, 188, 212, 218, 225, 226, 232, 234, 345, 433], "_": [0, 151, 430, 443], "__array_interface__": 89, "__bool__": 470, "__dlpack__": 136, "__dlpack_device__": 136, "__eq__": [87, 89, 125, 353], "__ge__": [87, 89, 125, 353], "__getitem__": [87, 89, 125], "__gt__": [87, 89, 125, 353], "__iter__": 125, "__le__": [87, 89, 125, 353], "__len__": [87, 89], "__lt__": [87, 89, 125, 353], "__main__": 0, "__name__": 0, "__ne__": [87, 89, 125, 353], "__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, 160], "abc": 91, "abcd": 92, "about": [38, 40, 87, 123, 179, 300, 470], "abov": [3, 73, 78, 81, 107, 112, 117, 121, 157, 190, 209, 224, 406, 444, 445, 449], "absolut": [6, 11, 15, 18, 103, 160, 191, 233, 235, 346, 404, 431, 455, 457, 478], "accept": [30, 91, 353, 425, 446, 450], "access": [10, 79, 80, 122, 210, 446, 450, 470], "accord": [14, 19, 46, 54, 89, 121, 123, 179, 180, 181, 182, 209, 214, 230, 233, 235, 406, 411, 431, 457], "accordingli": [229, 231], "account": 409, "accumul": [73, 74, 75, 91, 150, 227, 228, 232, 234, 345, 433, 441], "accur": [89, 100, 146, 200, 202], "accuraci": [110, 111, 112, 115, 117], "achiev": 91, "across": [82, 151, 227, 228, 232, 234], "activ": 4, "actual": [89, 150, 151, 176, 187], "ad": [15, 89, 92, 99, 115, 160, 178, 191, 203, 455, 474], "add": [6, 89, 478], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [73, 176, 230, 454], "address": 89, "adjac": 455, "advanc": 91, "advers": 91, "advis": 4, "affect": [20, 82, 91, 122, 150, 151], "after": [88, 122, 334, 372, 413], "ag": 89, "against": [15, 28, 29, 52, 53, 58, 70, 145, 160, 188, 189, 212, 218, 225, 226, 232, 234, 345, 349, 433, 436], "ai": [3, 349, 436], "ai_max": 436, "ai_min": 436, "ainv": [183, 194], "al": 10, "algebra": [463, 474], "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, 220, 236, 353, 383, 386, 388, 407, 416, 452, 459], "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, 152, 154, 156, 176, 186, 189, 196, 208, 212, 218, 225, 226, 229, 231, 289, 292, 299, 312, 345, 355, 403, 404, 413, 416, 429, 433, 454, 459, 470, 478], "allclos": [6, 34, 160, 183, 189, 190, 192, 193, 195], "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, 154, 157, 166, 167, 196, 197, 208, 209, 210, 214, 217, 230, 233, 235, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 394, 397, 406, 429, 431, 444, 446, 450, 456, 457, 461, 462], "allow": [42, 87, 91, 150, 151, 203, 210, 289, 318, 435, 470], "alltru": 6, "almost": [31, 179, 446], "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, 152, 157, 188, 190, 194, 195, 196, 208, 209, 212, 213, 214, 215, 216, 218, 219, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 286, 287, 288, 295, 296, 306, 308, 313, 314, 325, 327, 329, 330, 332, 342, 345, 347, 348, 349, 406, 408, 413, 414, 416, 425, 430, 431, 433, 435, 436, 439, 440, 441, 443, 446, 447, 450, 451, 454, 455, 457, 459, 470], "alpha": [354, 359, 360, 376, 379], "alreadi": [4, 10, 37, 43, 44, 45, 340, 454], "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, 150, 153, 160, 173, 174, 175, 176, 202, 203, 210, 213, 219, 220, 222, 223, 321, 335, 336, 344, 391, 407, 411, 432, 435, 452, 454, 470], "alter": 82, "altern": [3, 4, 14, 19, 74, 75, 86, 87, 211, 212, 214, 218, 227, 228, 230, 232, 233, 234, 235, 331, 345, 431, 433, 457], "although": [18, 89, 111, 112, 113, 440], "alwai": [4, 10, 30, 36, 42, 82, 87, 90, 103, 130, 136, 180, 182, 233, 235, 289, 335, 409, 426, 431, 457], "amax": [6, 212], "ambigu": 470, "amin": [6, 218], "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, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 169, 173, 174, 175, 178, 181, 184, 186, 187, 188, 190, 191, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 212, 213, 214, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 243, 288, 289, 290, 291, 294, 304, 306, 312, 314, 317, 318, 321, 323, 324, 328, 329, 331, 333, 335, 336, 337, 338, 339, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 353, 355, 360, 361, 363, 372, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 449, 450, 451, 452, 453, 454, 455, 456, 457, 459, 460, 461, 462, 470, 478], "anaconda": [3, 4], "analog": [105, 107, 109, 111, 112, 114], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 76, 77, 156, 351, 352, 403, 404, 455, 478], "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, 151, 152, 162, 169, 170, 185, 195, 196, 208, 210, 229, 231, 289, 353, 397, 425, 456, 470], "anoth": [4, 66, 87, 101, 111, 112, 136, 294, 314, 342, 348, 414], "answer": 355, "anti": [82, 122], "anyth": 89, "ap": 184, "apart": 443, "api": [0, 2, 3, 6, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 89, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 217, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 444, 446, 450, 456, 461, 462], "appear": [99, 128, 129, 454], "append": [0, 6, 83, 90, 92, 99, 110, 111, 112, 173], "appli": [28, 29, 30, 46, 54, 91, 224, 410, 439, 443], "applic": [10, 89], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 89, 110, 111, 112, 321], "appropri": [4, 28, 29, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 145, 195, 225, 226, 229, 231, 353, 381, 384, 435, 470], "approxim": [123, 443], "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, 151, 153, 158, 159, 160, 163, 164, 165, 173, 174, 175, 176, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 289, 311, 312, 321, 333, 334, 335, 336, 341, 342, 343, 344, 345, 346, 349, 350, 351, 352, 353, 354, 355, 357, 360, 361, 362, 363, 364, 365, 366, 367, 368, 370, 371, 372, 375, 376, 378, 379, 381, 384, 385, 387, 393, 395, 396, 397, 398, 399, 400, 401, 402, 405, 406, 407, 411, 412, 413, 415, 416, 417, 418, 419, 421, 422, 423, 425, 427, 428, 430, 431, 432, 433, 435, 436, 437, 438, 439, 441, 443, 447, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 470, 478], "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, 150, 157, 158, 172, 188, 196, 199, 200, 204, 205, 206, 207, 208, 210, 211, 212, 216, 218, 220, 223, 297, 336, 339, 342, 344, 348, 352, 377, 407, 410, 413, 432, 439, 441, 443, 446, 447, 450, 451, 452, 460, 462], "arbitrari": [41, 86, 89, 91, 158, 211, 410, 446, 450], "arbitrarili": 91, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 68], "arccosh": [6, 21, 24, 27, 69], "arcsin": [6, 21, 24, 25, 26, 423], "arcsinh": [6, 22, 23, 27, 424], "arctan": [6, 18, 21, 23, 26, 27, 437], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 438], "area": 443, "arg": [52, 353], "arg1": 171, "arg2": 171, "argmax": [0, 6, 29, 87, 225, 349, 436, 470], "argmin": [6, 28, 87, 226, 436, 470], "argpartit": [6, 30, 349, 436, 470], "argsort": [6, 87, 349, 418, 425, 436, 442, 470], "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, 149, 153, 156, 159, 170, 171, 173, 187, 188, 199, 200, 201, 202, 203, 210, 211, 213, 219, 220, 221, 223, 318, 331, 333, 334, 343, 344, 346, 348, 351, 352, 403, 404, 405, 407, 410, 411, 412, 417, 421, 422, 423, 424, 430, 432, 437, 438, 439, 443, 452, 453, 470, 478], "argwher": [6, 335], "ari": [43, 44, 45, 90], "arithmet": [46, 144, 214, 215, 230, 233, 235, 343, 431, 433, 457, 463, 474], "around": [6, 87, 144, 348, 415], "arr": [80, 89, 151, 350, 377, 447, 451], "arr2": 89, "arr_t": [42, 87, 289], "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, 170, 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, 235, 237, 243, 286, 287, 288, 289, 290, 291, 294, 297, 298, 299, 300, 302, 303, 304, 305, 307, 309, 310, 312, 314, 315, 316, 317, 318, 319, 321, 322, 323, 324, 325, 326, 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, 355, 357, 358, 360, 361, 362, 363, 364, 365, 366, 367, 368, 372, 375, 376, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 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, 463, 474, 478], "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, 162, 169, 196, 208, 342, 348, 349, 353, 420, 435, 439, 456], "array_of_diagon": 82, "array_repr": 6, "array_split": [6, 60], "array_str": 6, "arrays_and_dtyp": 410, "art": 10, "asanyarrai": [6, 37, 40], "asarrai": [4, 6, 36, 38, 40, 41], "asarray_chkfinit": [6, 36, 37], "ascend": [180, 182, 418], "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, 152, 416, 430, 459], "assign": [87, 299, 321, 446, 450], "associ": [46, 150, 151, 470], "assum": [10, 46, 92, 109, 115, 117, 186, 189, 193, 210, 443], "astyp": [6, 87, 144, 335], "atleast_1d": [6, 44, 45, 99], "atleast_2d": [6, 43, 45, 99], "atleast_3d": [6, 43, 44, 99], "atol": [15, 160], "attain": 0, "attempt": [86, 187], "attribut": [87, 89, 94, 123, 143, 155, 190, 339, 462, 463], "automat": [150, 151], "avail": [2, 3, 4, 10, 67, 71, 89, 96, 215, 221, 225, 226, 229, 231, 232, 463, 470], "averag": [6, 87, 214, 230, 307, 433, 474], "avg": 46, "avoid": [33, 37, 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, 158, 188, 192, 194, 195, 209, 211, 212, 214, 218, 222, 225, 226, 229, 230, 231, 232, 233, 234, 235, 328, 331, 340, 345, 406, 413, 414, 429, 431, 433, 434, 439, 440, 441, 442, 454, 457], "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, 152, 157, 184, 188, 196, 208, 209, 211, 212, 213, 214, 215, 218, 219, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 284, 285, 286, 287, 288, 295, 296, 302, 306, 307, 308, 312, 313, 314, 317, 323, 324, 325, 327, 329, 331, 332, 341, 342, 345, 347, 348, 349, 402, 406, 408, 409, 413, 414, 416, 425, 429, 430, 431, 433, 434, 435, 436, 439, 440, 441, 442, 443, 454, 455, 457, 459, 470], "axis1": [82, 87, 297, 328, 330, 434, 441], "axis2": [82, 87, 297, 328, 330, 434, 441], "axisa": 72, "axisb": 72, "axisc": 72, "axiserror": [30, 425], "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, 152, 158, 160, 172, 174, 175, 178, 184, 187, 188, 189, 191, 192, 193, 194, 195, 204, 206, 211, 212, 218, 334, 336, 340, 344, 354, 410, 416, 430, 439, 440, 448, 458, 459, 478], "back": [87, 139, 302, 402, 409, 414, 448], "backend": [2, 145, 356, 358, 359, 369, 374, 390], "backward": [10, 42, 87, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 146, 289, 413, 414], "bad": 365, "bartlett": 6, "base": [0, 4, 89, 91, 98, 101, 130, 144, 150, 151, 193, 198, 199, 200, 201, 202, 203, 208, 209, 211, 342, 344, 348, 350], "base_repr": 6, "basic": [54, 91, 470, 474], "bc": [178, 191], "bcde": 92, "becaus": [10, 14, 19, 109, 115, 117, 455, 470], "becom": [10, 87, 150, 331], "been": [88, 349, 414, 436], "befor": [4, 30, 60, 73, 87, 90, 110, 111, 112, 128, 129, 195, 209, 212, 218, 233, 235, 312, 323, 345, 406, 413, 414, 425, 431, 433, 440, 457, 458], "begin": [90, 92, 144, 196, 208], "behav": [197, 348], "behavior": [87, 119, 294, 440], "behaviour": 224, "behind": [87, 312], "being": [3, 89, 133, 134, 213, 219], "belong": [84, 150], "below": [0, 4, 9, 78, 81, 89, 115, 186, 444, 445, 449, 455, 470], "best": 92, "beta": [6, 364], "between": [15, 20, 54, 83, 90, 123, 138, 141, 146, 158, 160, 196, 208, 370, 384, 432, 443, 455], "beyond": [4, 413], "bia": 71, "big": 89, "bin": [84, 104, 106, 120, 150, 151, 391], "bin_edg": [150, 151], "binari": [48, 50, 51, 137, 138, 140, 141, 463, 474], "binary_repr": 6, "bincount": [6, 84, 150], "binomi": [6, 372], "bins_0": 151, "bins_1": 151, "bit": [48, 49, 50, 51, 89, 123, 155, 159, 173, 204, 206, 207, 232, 234, 411, 422, 474], "bitwis": [48, 50, 51], "bitwise_and": [6, 49, 50, 51, 159, 204], "bitwise_not": 6, "bitwise_or": [6, 48, 49, 51, 159, 206], "bitwise_xor": [6, 48, 49, 50, 159, 207], "biufcmmosuv": 89, "blackman": 6, "block": [6, 60, 88, 122, 152, 172, 416, 430, 459], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 33, 34, 35, 37, 39, 42, 46, 54, 66, 70, 73, 84, 87, 89, 92, 95, 122, 136, 144, 147, 148, 150, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 174, 175, 176, 186, 188, 189, 193, 196, 208, 209, 212, 214, 216, 218, 224, 225, 226, 229, 230, 231, 232, 233, 234, 235, 289, 335, 336, 345, 406, 409, 422, 431, 433, 435, 454, 456, 457, 470], "bool_": 9, "boolean": [48, 49, 50, 51, 66, 73, 89, 101, 130, 136, 157, 159, 160, 163, 164, 165, 166, 167, 168, 204, 206, 209, 210, 214, 230, 232, 233, 235, 335, 342, 406, 409, 431, 435, 457], "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, 149, 153, 158, 160, 172, 173, 174, 175, 188, 202, 203, 204, 206, 207, 211, 213, 219, 220, 223, 234, 334, 336, 344, 407, 411, 432, 439, 441, 446, 448, 450, 452, 458, 460], "bound": [348, 418, 435, 436], "boundari": [146, 348], "briefli": 470, "broadcast": [13, 14, 19, 28, 29, 35, 46, 52, 53, 58, 66, 70, 85, 91, 101, 130, 133, 134, 153, 166, 167, 188, 189, 207, 209, 211, 212, 213, 214, 218, 219, 223, 225, 226, 230, 232, 233, 234, 235, 344, 345, 348, 349, 406, 408, 431, 432, 433, 436, 440, 452, 457, 460], "broadcast_arrai": [6, 53], "broadcast_shap": 6, "broadcast_to": [6, 52, 440], "brought": 10, "buffer": [39, 74, 75, 87, 136, 137, 138, 140, 141, 197, 212, 218, 227, 228, 409], "buffer_lik": 137, "buffererror": 136, "build": 474, "build_loc": 4, "built": 89, "busday_count": 6, "busday_offset": 6, "byte": [6, 42, 87, 89, 91, 137, 138, 197, 289, 305, 309], "byte_bound": 6, "byteord": 89, "byteswap": 6, "bz2": 197, "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, 149, 153, 156, 158, 159, 163, 164, 165, 172, 173, 174, 175, 178, 184, 187, 188, 191, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 211, 213, 219, 220, 223, 289, 294, 302, 315, 333, 334, 335, 336, 338, 339, 343, 344, 346, 351, 352, 402, 405, 407, 409, 411, 412, 417, 421, 422, 423, 424, 427, 428, 432, 437, 438, 439, 440, 452, 453, 454, 460, 461, 462, 478], "c_contigu": [38, 40, 87, 294], "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, 151, 153, 179, 180, 181, 182, 184, 189, 200, 202, 203, 209, 211, 214, 220, 223, 230, 233, 235, 336, 344, 345, 406, 407, 431, 432, 452, 457, 458, 463, 478], "call": [10, 18, 28, 29, 30, 38, 40, 89, 110, 111, 112, 115, 118, 139, 179, 181, 187, 210, 243, 335, 429, 435, 440, 443, 478], "callabl": [139, 210], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 152, 153, 154, 157, 158, 159, 160, 162, 169, 170, 172, 173, 174, 175, 176, 183, 184, 185, 195, 196, 197, 202, 203, 204, 206, 207, 208, 210, 211, 213, 217, 219, 220, 223, 232, 234, 289, 294, 321, 323, 333, 334, 335, 336, 337, 338, 339, 343, 344, 349, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 407, 409, 411, 425, 432, 435, 436, 439, 441, 443, 444, 446, 450, 451, 452, 454, 456, 458, 460, 461, 462, 470, 478], "can_cast": [6, 474], "cannot": [60, 225, 226, 429, 430], "capabl": [20, 33, 36, 37, 38, 40, 46, 103, 144, 196, 208, 211], "care": [20, 179], "cartesian": 216, "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, 154, 179, 190, 193, 196, 197, 203, 208, 217, 227, 228, 232, 234, 337, 338, 339, 345, 409, 433, 439, 444, 455, 456, 461, 462, 470], "cast": [14, 19, 42, 54, 60, 66, 73, 74, 75, 87, 91, 130, 152, 179, 209, 211, 214, 224, 227, 228, 230, 232, 233, 234, 235, 289, 345, 406, 416, 430, 431, 433, 457, 459], "cat": [355, 372], "cauchi": 391, "cbrt": [6, 427], "cdef": 92, "cdot": 439, "cdoubl": 9, "ceil": [6, 32, 124, 131, 132, 412, 415, 453], "center": [105, 106, 107, 108, 112, 113, 120], "central": [146, 373, 374], "certain": [89, 210], "ch": 10, "chain": [86, 87, 91, 92], "chang": [42, 64, 72, 87, 89, 91, 101, 227, 228, 289, 302, 326, 331, 333, 342, 343, 348, 349, 350, 402, 409, 414, 455, 474], "char": 89, "charact": [89, 138], "check": [14, 19, 36, 37, 54, 109, 162, 169, 176, 189, 192], "check_valid": 371, "chi": [357, 373], "chisquar": 6, "choic": [6, 57, 87, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 180, 182, 290], "choicelist": 419, "choleski": 6, "choos": [6, 18, 25, 87, 92, 460, 470], "chosen": [31, 150, 454, 460], "circ": 478, "circl": [191, 443], "clamp": [348, 435, 436], "clariti": 122, "class": [3, 87, 89, 125, 137, 138, 139, 141, 157, 197, 353, 381, 444, 474], "classic": 91, "clear": [89, 470], "clip": [6, 87, 348, 435, 436, 470], "close": [18, 21, 22, 23, 25, 41, 42, 87, 91, 99, 156, 196, 289, 353, 381, 403, 404, 412, 415, 443], "closer": 453, "cloud": 3, "cmake": 4, "co": [6, 21, 69, 181, 423, 437, 443], "code": [39, 89, 171], "coeffici": [184, 192, 195], "coerc": [39, 137, 138, 139, 140, 141, 197], "coin": 355, "col": 157, "collaps": [87, 302, 454], "column": [6, 36, 37, 38, 40, 41, 42, 59, 60, 74, 75, 82, 87, 88, 102, 122, 128, 129, 146, 152, 154, 179, 180, 184, 187, 190, 193, 289, 402, 416, 430, 444, 446, 450, 456, 459], "column_stack": [6, 60, 88, 152, 416, 430, 459], "com": 4, "combin": [0, 89, 99, 107, 112, 117, 121, 146], "combinatori": 92, "come": 454, "comma": [89, 91], "command": 4, "common": [110, 111, 112, 335, 439], "common_typ": 6, "compani": [355, 372], "compar": [15, 34, 95, 133, 134, 151, 160, 213, 219], "compare_chararrai": 6, "comparison": [2, 95, 147, 148, 174, 175, 336, 463, 474], "compat": [3, 10, 14, 19, 42, 46, 87, 209, 214, 229, 230, 231, 233, 235, 289, 406, 409, 431, 457, 474], "compil": [4, 89, 145], "complement": 455, "complementari": [132, 455], "complet": [3, 4, 92, 138, 139, 190, 414, 470], "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, 156, 161, 162, 168, 169, 179, 180, 181, 182, 190, 191, 193, 209, 211, 213, 219, 224, 233, 235, 292, 293, 346, 403, 404, 406, 426, 431, 454, 457, 458, 470, 474], "complex128": [9, 10, 46, 410], "complex64": [9, 10, 46, 130], "compliant": 87, "complic": [91, 478], "compon": [10, 34, 108, 113, 120, 123, 156, 224, 403], "compos": 65, "composit": [75, 172, 433, 443], "compress": [6, 101, 435, 470], "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, 151, 156, 157, 159, 172, 174, 175, 177, 178, 179, 180, 181, 182, 183, 187, 188, 189, 190, 191, 193, 194, 195, 198, 199, 200, 201, 204, 205, 206, 207, 209, 211, 214, 215, 220, 227, 228, 229, 230, 231, 232, 233, 234, 235, 333, 343, 346, 403, 405, 406, 407, 412, 415, 417, 421, 422, 423, 424, 427, 431, 433, 437, 438, 439, 443, 446, 450, 457], "compute_uv": [177, 193], "concaten": [6, 59, 88, 152, 416, 430, 436, 459], "concept": [20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 217, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 444, 446, 450, 456, 461, 462, 470], "cond": [6, 183], "condit": [31, 42, 86, 87, 101, 177, 183, 187, 289, 335, 342, 348, 350, 419, 460], "condlist": 419, "confus": 135, "conj": [6, 62, 87, 109, 156, 176, 179, 346], "conjug": [6, 10, 61, 86, 87, 115, 118, 156, 176, 179, 180, 181, 182, 211, 292, 346, 458], "consecut": [83, 90, 146], "conserv": 216, "consid": [15, 20, 33, 34, 36, 37, 38, 40, 92, 120, 144, 160, 163, 180, 182, 186, 196, 208, 211, 353, 381, 454], "consist": [34, 35, 90, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 138, 151, 195, 196, 436, 439], "constant": [9, 89, 146], "constraint": 46, "construct": [36, 37, 57, 78, 81, 82, 87, 89, 102, 137, 138, 139, 140, 141, 154, 197, 217, 290, 337, 440, 441, 460, 463], "constructor": 470, "consum": [87, 309], "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, 150, 151, 153, 156, 157, 159, 173, 174, 175, 180, 190, 193, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 213, 214, 219, 220, 223, 225, 226, 229, 230, 231, 233, 235, 318, 333, 335, 336, 343, 344, 346, 353, 403, 405, 406, 407, 411, 412, 415, 417, 421, 422, 423, 424, 427, 428, 431, 432, 437, 438, 442, 446, 447, 450, 451, 452, 453, 457, 470], "content": [38, 87, 390], "context": 10, "contigu": [36, 37, 38, 40, 86, 87, 91, 187, 315, 402, 409], "continu": [353, 385], "contourf": 216, "contract": [91, 92, 439], "contrast": 348, "contribut": [10, 46, 150, 151], "control": [4, 42, 54, 60, 66, 87, 91, 152, 211, 289, 416, 430, 459], "conveni": [87, 331, 353], "convent": [86, 91, 92, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 158, 195, 211, 340, 439], "convers": [42, 87, 91, 289, 463], "convert": [28, 29, 33, 36, 37, 38, 39, 40, 41, 43, 44, 45, 64, 76, 77, 78, 81, 89, 92, 99, 142, 143, 144, 162, 169, 196, 208, 351, 352, 455, 456], "convolut": [10, 63, 67], "convolv": [6, 67], "coolei": 10, "coordin": [70, 139, 146, 157, 216], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 216, 217, 224, 243, 289, 302, 304, 312, 318, 321, 337, 338, 339, 341, 342, 343, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 394, 397, 409, 418, 425, 429, 444, 445, 446, 449, 450, 456, 461, 462, 470], "copysign": [6, 333, 343], "copyto": [6, 87, 101, 294, 342], "core": [3, 89, 91, 470], "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, 149, 153, 156, 159, 163, 164, 165, 173, 174, 175, 192, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 213, 219, 220, 223, 333, 334, 336, 343, 344, 346, 351, 352, 405, 407, 411, 412, 415, 417, 421, 422, 423, 424, 427, 428, 430, 432, 437, 438, 452, 453], "correctli": [18, 25, 28, 29, 70, 188, 212, 218, 225, 226, 232, 234, 335, 345, 433], "correl": [6, 474], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 154, 157, 179, 180, 196, 197, 208, 210, 211, 217, 289, 294, 298, 337, 338, 339, 351, 352, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 413, 420, 431, 439, 442, 443, 444, 446, 450, 456, 457, 461, 462, 470], "correspondingli": 10, "cosh": [6, 22, 68, 424, 438], "cosin": [21, 22, 23, 24, 25, 26, 27, 68, 69, 423, 424, 437, 438], "cost": [91, 92], "costli": 92, "could": [87, 109, 115, 117, 323], "count": [14, 19, 47, 70, 84, 89, 92, 127, 137, 138, 140, 141, 146, 150, 151, 335, 345, 355, 433, 454, 463, 474], "count_nonzero": [6, 335], "counterpart": [10, 109, 115, 117, 470], "cov": [6, 371], "covari": 71, "cover": [446, 450, 474], "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, 154, 196, 197, 208, 215, 217, 221, 232, 337, 338, 339, 444, 456, 461, 462], "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, 154, 157, 196, 197, 208, 210, 217, 224, 289, 294, 337, 338, 339, 349, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 441, 444, 446, 447, 450, 451, 456, 461, 462, 470, 474], "creation": [89, 92, 463, 470, 474, 478], "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, 427], "cubic": 92, "cumprod": [6, 87, 227, 470], "cumproduct": 6, "cumsum": [6, 83, 87, 228, 433, 443, 470], "cumul": [73, 74, 75, 83, 87, 227, 228, 295, 296, 433, 443], "cupi": [2, 463], "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, 149, 151, 153, 154, 159, 173, 199, 200, 201, 202, 203, 213, 219, 220, 221, 223, 321, 333, 334, 343, 344, 346, 351, 352, 405, 407, 411, 412, 417, 421, 422, 423, 424, 432, 437, 438, 452, 453], "curv": 443, "custom": 470, "customarili": 10, "cut": 184, "cutoff": 189, "cycl": [106, 120], "cyclic": 348, "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, 152, 154, 158, 178, 180, 181, 187, 188, 191, 211, 216, 227, 228, 234, 302, 335, 344, 345, 348, 358, 402, 409, 416, 418, 420, 430, 433, 435, 439, 440, 441, 448, 454, 456, 459, 470], "d0": [353, 380, 382], "d1": [353, 382], "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, 157, 159, 160, 162, 163, 164, 165, 166, 167, 169, 173, 174, 175, 184, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 213, 214, 215, 219, 220, 221, 223, 224, 225, 226, 229, 230, 231, 232, 233, 235, 289, 318, 331, 333, 334, 336, 338, 339, 342, 343, 344, 346, 348, 349, 351, 352, 353, 354, 355, 357, 360, 361, 362, 363, 364, 365, 366, 367, 368, 372, 375, 376, 378, 379, 380, 381, 382, 383, 385, 386, 387, 388, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 421, 422, 423, 424, 427, 428, 429, 430, 431, 432, 436, 437, 438, 441, 444, 452, 453, 457, 459, 460, 461, 462, 463, 474], "datatyp": [89, 186], "date": 4, "datetim": 89, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [71, 87, 233, 235, 325, 332, 431, 457], "decai": 366, "decim": [32, 87, 123, 124, 319, 412, 415], "decomposit": [176, 183, 186, 189, 193, 474], "decompress": 197, "decreas": [84, 443], "decreasingli": [10, 105, 107, 111, 112], "deem": 136, "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 159, 160, 163, 164, 165, 166, 167, 173, 174, 175, 176, 177, 180, 182, 184, 186, 187, 188, 189, 190, 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, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 289, 294, 302, 333, 334, 336, 337, 338, 339, 341, 343, 344, 345, 346, 348, 351, 352, 353, 357, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 391, 392, 394, 397, 402, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 427, 428, 430, 431, 432, 433, 435, 436, 437, 438, 439, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 459, 460, 461, 462, 470], "default_rng": 6, "defg": 92, "defici": 186, "defin": [10, 72, 89, 94, 104, 133, 134, 143, 149, 150, 151, 213, 219, 224, 339, 343, 404, 462, 470], "definit": [72, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 176, 443], "deg": [18, 352], "deg2rad": [6, 351, 352, 455], "degre": [6, 18, 76, 233, 235, 351, 352, 395, 431, 455, 457, 478], "del": 478, "delet": 6, "delta": [10, 233, 235, 431, 455, 457], "demonstr": [0, 4, 89], "dens": [157, 217], "densiti": 150, "depend": [4, 31, 82, 103, 109, 115, 117, 180, 184, 190, 192, 193, 196, 232, 234, 419, 460], "deprec": 6, "deprecate_with_doc": 6, "depth": [59, 60, 88, 152, 416, 430, 459], "deriv": 146, "descend": 193, "descr": 89, "describ": [73, 89, 209, 406, 474], "descript": [73, 89, 110, 112, 150, 209, 406, 470], "design": 10, "desir": [20, 33, 36, 37, 38, 40, 41, 53, 93, 94, 102, 110, 111, 112, 142, 143, 144, 154, 196, 208, 338, 339, 440, 444, 461, 462], "destin": [60, 152, 222, 348, 349, 416, 430, 436, 459], "destruct": 478, "det": [6, 191], "detail": [32, 105, 107, 111, 112, 116, 117, 119, 121, 136, 415, 446, 447, 450, 451, 454, 470], "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, 153, 173, 178, 184, 190, 191, 198, 199, 200, 201, 202, 203, 211, 213, 219, 220, 223, 334, 344, 351, 352, 405, 407, 411, 417, 421, 423, 424, 427, 428, 432, 437, 438, 441, 452, 453], "devel": 4, "develop": [3, 4], "deviat": [87, 214, 230, 233, 235, 325, 353, 368, 375, 431, 457], "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, 154, 157, 196, 197, 208, 209, 210, 211, 214, 217, 230, 233, 235, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 406, 429, 431, 444, 446, 450, 456, 457, 461, 462], "df": [357, 373, 395, 396], "dfden": [361, 374], "dfnum": [361, 374], "dft": [10, 104, 109, 110, 114, 115, 118], "di": [79, 80], "diag": [6, 81, 82, 91, 102, 128, 129, 154, 179, 181, 193, 441], "diag_indic": [6, 80, 122], "diag_indices_from": [6, 79, 122], "diagflat": [6, 78, 82, 441], "diagon": [6, 78, 79, 80, 81, 87, 91, 102, 122, 154, 176, 180, 181, 182, 210, 330, 441, 444, 445, 446, 447, 449, 450, 451, 470], "dice": 370, "dictionari": 89, "diff": [6, 75, 90, 146, 150], "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, 154, 160, 182, 196, 197, 208, 209, 211, 217, 294, 337, 338, 339, 342, 344, 349, 406, 432, 436, 444, 446, 450, 455, 456, 461, 462, 474], "digit": [6, 10, 123, 150], "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, 152, 157, 158, 186, 188, 190, 209, 212, 214, 216, 217, 218, 222, 225, 226, 229, 230, 231, 232, 233, 234, 235, 302, 310, 321, 335, 337, 345, 349, 353, 383, 385, 386, 388, 406, 409, 420, 429, 430, 431, 433, 434, 435, 436, 440, 441, 446, 447, 450, 451, 454, 457, 470, 474], "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, 157, 184, 190, 194, 195, 209, 212, 216, 217, 218, 225, 226, 229, 231, 233, 235, 324, 337, 340, 345, 406, 425, 431, 433, 435, 440, 443, 454, 457, 458, 463], "direct": [10, 72, 83, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 128, 129, 146, 334], "directli": [89, 139, 157, 208, 335, 436], "directori": 145, "dirichlet": 6, "discard": 453, "discont": 455, "discontinu": 455, "discret": [3, 10, 63, 67, 75, 83, 90, 104, 105, 106, 107, 110, 111, 112, 115, 116, 117, 118, 119, 120, 121, 146, 353, 463], "disp": 6, "dispers": 398, "displac": [87, 326], "distanc": 146, "distinct": [133, 134, 213, 219], "distinguish": 89, "distribut": [3, 4, 208, 353, 354, 355, 357, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 378, 379, 380, 381, 382, 384, 385, 387, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 474], "divid": [6, 88, 132, 135, 220, 407, 452], "divis": [85, 132, 135, 220, 344, 407, 452, 453], "divisor": [233, 235, 431, 457], "divmod": [6, 470], "dlpack": 136, "dmlc": 136, "dn": [353, 380, 382], "do": [3, 4, 89, 210, 355, 414, 443], "docstr": 470, "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, 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, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 302, 303, 304, 306, 307, 308, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 323, 324, 325, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 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, 388, 390, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 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, 454, 455, 456, 457, 458, 459, 460, 461, 462, 470], "doe": [20, 54, 101, 103, 118, 133, 134, 136, 190, 224, 227, 228, 342, 435], "domain": [10, 109, 114], "done": [3, 42, 87, 91, 195, 289, 454, 455], "dot": [6, 87, 91, 92, 158, 176, 181, 183, 187, 189, 190, 192, 193, 194, 195, 211, 439, 458], "doubl": [9, 366, 439], "down": 129, "dp": [85, 178, 180, 191, 192, 344, 409, 410, 420, 432, 452], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 217, 225, 226, 229, 231, 232, 289, 294, 337, 338, 339, 347, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 444, 446, 450, 456, 461, 462], "dpnp": [0, 2, 3, 4, 10, 463, 470, 474, 475, 478], "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, 154, 155, 157, 196, 197, 208, 210, 217, 236, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 444, 446, 450, 456, 461, 462, 463], "dpnp_iface_arraycr": [217, 337], "draw": [353, 354, 355, 357, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 378, 379, 381, 387, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400], "drawn": [353, 354, 355, 357, 360, 361, 362, 363, 364, 365, 366, 367, 368, 370, 371, 372, 375, 376, 378, 379, 381, 384, 387, 393, 394, 395, 396, 397, 398, 399, 400, 401, 419], "drill": [355, 372], "driver": 2, "drop": [3, 89], "dsplit": [6, 60, 88], "dst": 66, "dstack": [6, 59, 60, 152, 416, 430, 459], "dt": [89, 443], "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, 150, 152, 153, 154, 155, 156, 157, 159, 163, 164, 165, 166, 167, 173, 174, 175, 187, 193, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 212, 213, 214, 218, 219, 220, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 289, 295, 296, 307, 313, 325, 327, 330, 332, 333, 334, 336, 338, 339, 343, 344, 345, 346, 351, 352, 353, 375, 381, 397, 405, 406, 407, 410, 411, 412, 415, 416, 417, 421, 422, 423, 424, 426, 427, 428, 430, 431, 432, 433, 435, 437, 438, 441, 444, 445, 449, 452, 453, 457, 459, 461, 462, 470], "due": [118, 478], "dump": 6, "dx": [146, 443], "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, 154, 173, 179, 191, 194, 198, 338, 339, 353, 404, 408, 434, 444, 461, 462], "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, 150, 151, 156, 159, 163, 164, 165, 173, 174, 175, 179, 180, 181, 182, 184, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 211, 220, 222, 223, 224, 319, 333, 335, 336, 343, 344, 346, 349, 355, 372, 403, 405, 407, 408, 411, 412, 413, 415, 417, 421, 422, 423, 424, 427, 428, 430, 432, 436, 437, 438, 440, 443, 446, 447, 450, 451, 452, 453, 454, 470], "easier": 435, "easiest": 4, "easili": [0, 151], "edg": [58, 84, 150, 151], "edge_ord": 146, "ediff1d": [6, 83, 146], "effect": [92, 130, 133, 134, 213, 219, 344, 455], "effici": [10, 104, 118, 138, 186, 189, 193], "efgh": 92, "eig": [6, 180, 181, 182], "eigenvalu": [179, 180, 181, 182, 474], "eigenvector": [179, 180, 181, 182], "eigh": [6, 179, 181, 182], "eigval": [6, 179, 180, 182], "eigvalsh": [6, 179, 180, 181], "einstein": [86, 91, 92, 158, 195, 211, 340, 439], "einsum": [6, 86, 92, 158, 195, 211, 340, 439], "einsum_path": [6, 91], "either": [34, 35, 40, 46, 73, 82, 89, 105, 107, 109, 111, 112, 115, 117, 119, 121, 122, 146, 158, 180, 182, 188, 190, 209, 225, 226, 229, 231, 232, 234, 406, 418, 436, 443], "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, 151, 153, 154, 156, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 173, 174, 175, 176, 181, 185, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 216, 218, 219, 220, 221, 223, 224, 227, 228, 229, 231, 232, 233, 234, 235, 284, 285, 292, 293, 295, 296, 298, 299, 302, 304, 305, 307, 309, 311, 312, 317, 318, 319, 320, 322, 325, 326, 329, 332, 333, 334, 335, 336, 342, 343, 344, 345, 346, 348, 350, 402, 403, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 417, 418, 419, 420, 421, 422, 423, 424, 425, 427, 428, 431, 432, 433, 435, 437, 438, 439, 440, 441, 443, 445, 447, 449, 451, 452, 453, 454, 455, 457, 460, 470, 474, 478], "ellipsi": 91, "els": [0, 191, 241], "elsewher": [102, 154, 444, 460], "empti": [4, 6, 33, 87, 94, 105, 107, 111, 112, 116, 117, 119, 121, 138, 142, 143, 184, 299, 338, 339, 342, 461, 462], "empty_lik": [6, 33, 93, 143, 339, 462], "enabl": [122, 186, 189, 193], "encount": [227, 228, 229, 231], "end": [20, 82, 89, 90, 92, 110, 144, 196, 208], "end_tim": 0, "endian": 89, "endpoint": [20, 144, 196, 208, 443], "engin": 389, "enough": 150, "entir": [46, 73, 109, 150, 151, 209, 214, 229, 230, 231, 233, 235, 406, 431, 457], "entri": [87, 89, 93, 101, 109, 115, 117, 122, 127, 128, 129, 324, 429], "enumer": 136, "env": 4, "environ": 4, "ep": [123, 186, 334, 404], "epsilon": [186, 404], "epsneg": 123, "equal": [6, 14, 15, 19, 34, 35, 46, 60, 67, 71, 75, 87, 102, 144, 146, 147, 148, 150, 151, 152, 160, 162, 169, 171, 173, 174, 175, 185, 189, 190, 195, 196, 208, 220, 312, 336, 353, 363, 397, 407, 411, 412, 415, 416, 421, 429, 430, 444, 446, 450, 459], "equal_nan": [15, 34, 160, 454], "equat": [184, 192, 194, 195, 474], "equiv": [42, 54, 60, 66, 87, 91, 152, 185, 211, 289, 416, 430, 459], "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, 194, 209, 220, 223, 243, 284, 285, 297, 318, 321, 331, 335, 340, 343, 351, 352, 353, 381, 406, 407, 409, 415, 420, 425, 432, 433, 435, 439, 442, 452, 454, 470, 478], "error": [73, 96, 109, 114, 179, 209, 406, 429, 463, 470], "essenti": 4, "estim": [71, 151, 355, 372, 443], "et": 10, "etc": [10, 33, 37, 89, 105, 107, 111, 112, 116, 117, 119, 121, 372], "eturn": 101, "euclidean": 184, "euler_gamma": 9, "evalu": [14, 15, 19, 87, 91, 92, 95, 162, 169, 195, 216, 284, 285, 340, 439, 470], "even": [10, 89, 106, 108, 109, 110, 113, 114, 115, 117, 118, 120, 162, 169, 412, 415], "evenli": [20, 144, 196, 208, 412, 443], "event": 203, "everi": [117, 349, 436], "everywher": 115, "exact": [101, 187, 342], "exactli": [10, 41, 141, 353, 381], "examin": 184, "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, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 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, 235, 289, 294, 297, 299, 302, 303, 304, 312, 316, 318, 321, 323, 326, 331, 333, 334, 335, 336, 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110, 111, 112, 114, 115, 116, 117, 118, 119, 121], "page": [3, 474], "pair": [10, 92, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 179], "parallel": [1, 3, 4, 9, 463], "paramet": [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, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 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, 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, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 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219, 221, 303, 316, 403, 404, 426, 446, 450, 453, 454, 470], "partial": [30, 425], "particular": [89, 187], "particularli": 91, "partit": [6, 20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 217, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 425, 444, 446, 450, 456, 461, 462, 470], "pass": [20, 33, 36, 37, 38, 39, 40, 64, 78, 79, 81, 87, 89, 93, 94, 102, 106, 120, 137, 138, 139, 140, 141, 142, 143, 151, 154, 157, 184, 197, 210, 217, 224, 294, 318, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 394, 397, 444, 446, 447, 450, 451, 456, 461, 462], "path": [4, 91, 92, 138, 197], "path_info": 92, "pathlib": 197, "pattern": 46, "penros": 189, "per": [91, 106, 120], "percentil": [6, 215], "perf_count": 0, "perform": [14, 19, 37, 58, 83, 91, 105, 107, 110, 111, 112, 116, 117, 119, 121, 127, 176, 345, 433], "period": [10, 455], 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117, 146, 176, 181, 187, 190, 203, 208, 227, 228, 230, 232, 234, 345, 348, 353, 397, 409, 433, 435, 453], "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, 180, 182, 203, 211, 214, 225, 226, 227, 228, 229, 230, 231, 233, 235, 345, 431, 433, 435, 457, 478], "Its": [58, 194, 349, 441], "NOT": [49, 159, 204, 205, 206, 207], "No": [37, 91, 176], "Not": [14, 19, 163, 224, 227, 228, 229, 231, 232, 234, 345], "OR": [19, 48, 49, 50, 51, 159, 204, 205, 206, 207], "On": 4, "One": [43, 44, 45, 72, 88, 89, 115, 409], "Or": [146, 443], "That": 210, "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, 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349, 436, 446, 450, 470, 474], "To": [4, 109, 115, 117, 130, 335, 455], "With": [28, 29, 46, 70, 188, 212, 218, 225, 226, 232, 234, 345, 433], "_": [0, 151, 430, 443], "__array_interface__": 89, "__bool__": 470, "__dlpack__": 136, "__dlpack_device__": 136, "__eq__": [87, 89, 125, 353], "__ge__": [87, 89, 125, 353], "__getitem__": [87, 89, 125], "__gt__": [87, 89, 125, 353], "__iter__": 125, "__le__": [87, 89, 125, 353], "__len__": [87, 89], "__lt__": [87, 89, 125, 353], "__main__": 0, "__name__": 0, "__ne__": [87, 89, 125, 353], "__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, 160], "abc": 91, "abcd": 92, "about": [38, 40, 87, 123, 179, 300, 470], "abov": [3, 73, 78, 81, 107, 112, 117, 121, 157, 190, 209, 224, 406, 444, 445, 449], "absolut": [6, 11, 15, 18, 103, 160, 191, 233, 235, 346, 404, 431, 455, 457, 478], "accept": [30, 91, 353, 425, 446, 450], "access": [10, 79, 80, 122, 210, 446, 450, 470], "accord": [14, 19, 46, 54, 89, 121, 123, 179, 180, 181, 182, 209, 214, 230, 233, 235, 406, 411, 431, 457], "accordingli": [229, 231], "account": 409, "accumul": [73, 74, 75, 91, 150, 227, 228, 232, 234, 345, 433, 441], "accur": [89, 100, 146, 200, 202], "accuraci": [110, 111, 112, 115, 117], "achiev": 91, "across": [82, 151, 227, 228, 232, 234], "activ": 4, "actual": [89, 150, 151, 176, 187], "ad": [15, 89, 92, 99, 115, 160, 178, 191, 203, 455, 474], "add": [6, 89, 478], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [73, 176, 230, 454], "address": 89, "adjac": 455, "advanc": 91, "advers": 91, "advis": 4, "affect": [20, 82, 91, 122, 150, 151], "after": [88, 122, 334, 372, 413], "ag": 89, "against": [15, 28, 29, 52, 53, 58, 70, 145, 160, 188, 189, 212, 218, 225, 226, 232, 234, 345, 349, 433, 436], "ai": [3, 349, 436], "ai_max": 436, "ai_min": 436, "ainv": [183, 194], "al": 10, "algebra": [463, 474], "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, 220, 236, 353, 383, 386, 388, 407, 416, 452, 459], "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, 152, 154, 156, 176, 186, 189, 196, 208, 212, 218, 225, 226, 229, 231, 289, 292, 299, 312, 345, 355, 403, 404, 413, 416, 429, 433, 454, 459, 470, 478], "allclos": [6, 34, 160, 183, 189, 190, 192, 193, 195], "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, 154, 157, 166, 167, 196, 197, 208, 209, 210, 214, 217, 230, 233, 235, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 394, 397, 406, 429, 431, 444, 446, 450, 456, 457, 461, 462], "allow": [42, 87, 91, 150, 151, 203, 210, 289, 318, 435, 470], "alltru": 6, "almost": [31, 179, 446], "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, 152, 157, 188, 190, 194, 195, 196, 208, 209, 212, 213, 214, 215, 216, 218, 219, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 286, 287, 288, 295, 296, 306, 308, 313, 314, 325, 327, 329, 330, 332, 342, 345, 347, 348, 349, 406, 408, 413, 414, 416, 425, 430, 431, 433, 435, 436, 439, 440, 441, 443, 446, 447, 450, 451, 454, 455, 457, 459, 470], "alpha": [354, 359, 360, 376, 379], "alreadi": [4, 10, 37, 43, 44, 45, 340, 454], "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, 150, 153, 160, 173, 174, 175, 176, 202, 203, 210, 213, 219, 220, 222, 223, 321, 335, 336, 344, 391, 407, 411, 432, 435, 452, 454, 470], "alter": 82, "altern": [3, 4, 14, 19, 74, 75, 86, 87, 211, 212, 214, 218, 227, 228, 230, 232, 233, 234, 235, 331, 345, 431, 433, 457], "although": [18, 89, 111, 112, 113, 440], "alwai": [4, 10, 30, 36, 42, 82, 87, 90, 103, 130, 136, 180, 182, 233, 235, 289, 335, 409, 426, 431, 457], "amax": [6, 212], "ambigu": 470, "amin": [6, 218], "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, 150, 151, 152, 153, 154, 155, 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112, 114, 115, 116, 117, 118, 119, 121, 145, 195, 225, 226, 229, 231, 353, 381, 384, 435, 470], "approxim": [123, 443], "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, 151, 153, 158, 159, 160, 163, 164, 165, 173, 174, 175, 176, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 289, 311, 312, 321, 333, 334, 335, 336, 341, 342, 343, 344, 345, 346, 349, 350, 351, 352, 353, 354, 355, 357, 360, 361, 362, 363, 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"arctanh": [6, 22, 24, 25, 26, 438], "area": 443, "arg": [52, 353], "arg1": 171, "arg2": 171, "argmax": [0, 6, 29, 87, 225, 349, 436, 470], "argmin": [6, 28, 87, 226, 436, 470], "argpartit": [6, 30, 349, 436, 470], "argsort": [6, 87, 349, 418, 425, 436, 442, 470], "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, 149, 153, 156, 159, 170, 171, 173, 187, 188, 199, 200, 201, 202, 203, 210, 211, 213, 219, 220, 221, 223, 318, 331, 333, 334, 343, 344, 346, 348, 351, 352, 403, 404, 405, 407, 410, 411, 412, 417, 421, 422, 423, 424, 430, 432, 437, 438, 439, 443, 452, 453, 470, 478], "argwher": [6, 335], "ari": [43, 44, 45, 90], "arithmet": [46, 144, 214, 215, 230, 233, 235, 343, 431, 433, 457, 463, 474], "around": [6, 87, 144, 348, 415], "arr": [80, 89, 151, 350, 377, 447, 451], "arr2": 89, "arr_t": [42, 87, 289], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 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420, 435, 439, 456], "array_of_diagon": 82, "array_repr": 6, "array_split": [6, 60], "array_str": 6, "arrays_and_dtyp": 410, "art": 10, "asanyarrai": [6, 37, 40], "asarrai": [4, 6, 36, 38, 40, 41], "asarray_chkfinit": [6, 36, 37], "ascend": [180, 182, 418], "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, 152, 416, 430, 459], "assign": [87, 299, 321, 446, 450], "associ": [46, 150, 151, 470], "assum": [10, 46, 92, 109, 115, 117, 186, 189, 193, 210, 443], "astyp": [6, 87, 144, 335], "atleast_1d": [6, 44, 45, 99], "atleast_2d": [6, 43, 45, 99], "atleast_3d": [6, 43, 44, 99], "atol": [15, 160], "attain": 0, "attempt": [86, 187], "attribut": [87, 89, 94, 123, 143, 155, 190, 339, 462, 463], "automat": [150, 151], "avail": [2, 3, 4, 10, 67, 71, 89, 96, 215, 221, 225, 226, 229, 231, 232, 463, 470], "averag": [6, 87, 214, 230, 307, 433, 474], "avg": 46, "avoid": [33, 37, 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, 158, 188, 192, 194, 195, 209, 211, 212, 214, 218, 222, 225, 226, 229, 230, 231, 232, 233, 234, 235, 328, 331, 340, 345, 406, 413, 414, 429, 431, 433, 434, 439, 440, 441, 442, 454, 457], "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, 152, 157, 184, 188, 196, 208, 209, 211, 212, 213, 214, 215, 218, 219, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 284, 285, 286, 287, 288, 295, 296, 302, 306, 307, 308, 312, 313, 314, 317, 323, 324, 325, 327, 329, 331, 332, 341, 342, 345, 347, 348, 349, 402, 406, 408, 409, 413, 414, 416, 425, 429, 430, 431, 433, 434, 435, 436, 439, 440, 441, 442, 443, 454, 455, 457, 459, 470], "axis1": [82, 87, 297, 328, 330, 434, 441], "axis2": 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218, 233, 235, 312, 323, 345, 406, 413, 414, 425, 431, 433, 440, 457, 458], "begin": [90, 92, 144, 196, 208], "behav": [197, 348], "behavior": [87, 119, 294, 440], "behaviour": 224, "behind": [87, 312], "being": [3, 89, 133, 134, 213, 219], "belong": [84, 150], "below": [0, 4, 9, 78, 81, 89, 115, 186, 444, 445, 449, 455, 470], "best": 92, "beta": [6, 364], "between": [15, 20, 54, 83, 90, 123, 138, 141, 146, 158, 160, 196, 208, 370, 384, 432, 443, 455], "beyond": [4, 413], "bia": 71, "big": 89, "bin": [84, 104, 106, 120, 150, 151, 391], "bin_edg": [150, 151], "binari": [48, 50, 51, 137, 138, 140, 141, 463, 474], "binary_repr": 6, "bincount": [6, 84, 150], "binomi": [6, 372], "bins_0": 151, "bins_1": 151, "bit": [48, 49, 50, 51, 89, 123, 155, 159, 173, 204, 206, 207, 232, 234, 411, 422, 474], "bitwis": [48, 50, 51], "bitwise_and": [6, 49, 50, 51, 159, 204], "bitwise_not": 6, "bitwise_or": [6, 48, 49, 51, 159, 206], "bitwise_xor": [6, 48, 49, 50, 159, 207], "biufcmmosuv": 89, "blackman": 6, "block": [6, 60, 88, 122, 152, 172, 416, 430, 459], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 33, 34, 35, 37, 39, 42, 46, 54, 66, 70, 73, 84, 87, 89, 92, 95, 122, 136, 144, 147, 148, 150, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 174, 175, 176, 186, 188, 189, 193, 196, 208, 209, 212, 214, 216, 218, 224, 225, 226, 229, 230, 231, 232, 233, 234, 235, 289, 335, 336, 345, 406, 409, 422, 431, 433, 435, 454, 456, 457, 470], "bool_": 9, "boolean": [48, 49, 50, 51, 66, 73, 89, 101, 130, 136, 157, 159, 160, 163, 164, 165, 166, 167, 168, 204, 206, 209, 210, 214, 230, 232, 233, 235, 335, 342, 406, 409, 431, 435, 457], "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, 149, 153, 158, 160, 172, 173, 174, 175, 188, 202, 203, 204, 206, 207, 211, 213, 219, 220, 223, 234, 334, 336, 344, 407, 411, 432, 439, 441, 446, 448, 450, 452, 458, 460], "bound": [348, 418, 435, 436], "boundari": [146, 348], "briefli": 470, "broadcast": [13, 14, 19, 28, 29, 35, 46, 52, 53, 58, 66, 70, 85, 91, 101, 130, 133, 134, 153, 166, 167, 188, 189, 207, 209, 211, 212, 213, 214, 218, 219, 223, 225, 226, 230, 232, 233, 234, 235, 344, 345, 348, 349, 406, 408, 431, 432, 433, 436, 440, 452, 457, 460], "broadcast_arrai": [6, 53], "broadcast_shap": 6, "broadcast_to": [6, 52, 440], "brought": 10, "buffer": [39, 74, 75, 87, 136, 137, 138, 140, 141, 197, 212, 218, 227, 228, 409], "buffer_lik": 137, "buffererror": 136, "build": 474, "build_loc": 4, "built": 89, "busday_count": 6, "busday_offset": 6, "byte": [6, 42, 87, 89, 91, 137, 138, 197, 289, 305, 309], "byte_bound": 6, "byteord": 89, "byteswap": 6, "bz2": 197, "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, 149, 153, 156, 158, 159, 163, 164, 165, 172, 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111, 112, 115, 116, 117, 120, 122, 130, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 152, 153, 154, 157, 158, 159, 160, 162, 169, 170, 172, 173, 174, 175, 176, 183, 184, 185, 195, 196, 197, 202, 203, 204, 206, 207, 208, 210, 211, 213, 217, 219, 220, 223, 232, 234, 289, 294, 321, 323, 333, 334, 335, 336, 337, 338, 339, 343, 344, 349, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 407, 409, 411, 425, 432, 435, 436, 439, 441, 443, 444, 446, 450, 451, 452, 454, 456, 458, 460, 461, 462, 470, 478], "can_cast": [6, 474], "cannot": [60, 225, 226, 429, 430], "capabl": [20, 33, 36, 37, 38, 40, 46, 103, 144, 196, 208, 211], "care": [20, 179], "cartesian": 216, "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, 154, 179, 190, 193, 196, 197, 203, 208, 217, 227, 228, 232, 234, 337, 338, 339, 345, 409, 433, 439, 444, 455, 456, 461, 462, 470], "cast": [14, 19, 42, 54, 60, 66, 73, 74, 75, 87, 91, 130, 152, 179, 209, 211, 214, 224, 227, 228, 230, 232, 233, 234, 235, 289, 345, 406, 416, 430, 431, 433, 457, 459], "cat": [355, 372], "cauchi": 391, "cbrt": [6, 427], "cdef": 92, "cdot": 439, "cdoubl": 9, "ceil": [6, 32, 124, 131, 132, 412, 415, 453], "center": [105, 106, 107, 108, 112, 113, 120], "central": [146, 373, 374], "certain": [89, 210], "ch": 10, "chain": [86, 87, 91, 92], "chang": [42, 64, 72, 87, 89, 91, 101, 227, 228, 289, 302, 326, 331, 333, 342, 343, 348, 349, 350, 402, 409, 414, 455, 474], "char": 89, "charact": [89, 138], "check": [14, 19, 36, 37, 54, 109, 162, 169, 176, 189, 192], "check_valid": 371, "chi": [357, 373], "chisquar": 6, "choic": [6, 57, 87, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 180, 182, 290], "choicelist": 419, "choleski": 6, "choos": [6, 18, 25, 87, 92, 460, 470], "chosen": [31, 150, 454, 460], "circ": 478, "circl": [191, 443], "clamp": [348, 435, 436], "clariti": 122, "class": [3, 87, 89, 125, 137, 138, 139, 141, 157, 197, 353, 381, 444, 474], "classic": 91, "clear": [89, 470], "clip": [6, 87, 348, 435, 436, 470], "close": [18, 21, 22, 23, 25, 41, 42, 87, 91, 99, 156, 196, 289, 353, 381, 403, 404, 412, 415, 443], "closer": 453, "cloud": 3, "cmake": 4, "co": [6, 21, 69, 181, 423, 437, 443], "code": [39, 89, 171], "coeffici": [184, 192, 195], "coerc": [39, 137, 138, 139, 140, 141, 197], "coin": 355, "col": 157, "collaps": [87, 302, 454], "column": [6, 36, 37, 38, 40, 41, 42, 59, 60, 74, 75, 82, 87, 88, 102, 122, 128, 129, 146, 152, 154, 179, 180, 184, 187, 190, 193, 289, 402, 416, 430, 444, 446, 450, 456, 459], "column_stack": [6, 60, 88, 152, 416, 430, 459], "com": 4, "combin": [0, 89, 99, 107, 112, 117, 121, 146], "combinatori": 92, "come": 454, "comma": [89, 91], "command": 4, "common": [110, 111, 112, 335, 439], "common_typ": 6, "compani": [355, 372], "compar": [15, 34, 95, 133, 134, 151, 160, 213, 219], "compare_chararrai": 6, "comparison": [2, 95, 147, 148, 174, 175, 336, 463, 474], "compat": [3, 10, 14, 19, 42, 46, 87, 209, 214, 229, 230, 231, 233, 235, 289, 406, 409, 431, 457, 474], "compil": [4, 89, 145], "complement": 455, "complementari": [132, 455], "complet": [3, 4, 92, 138, 139, 190, 414, 470], "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, 156, 161, 162, 168, 169, 179, 180, 181, 182, 190, 191, 193, 209, 211, 213, 219, 224, 233, 235, 292, 293, 346, 403, 404, 406, 426, 431, 454, 457, 458, 470, 474], "complex128": [9, 10, 46, 410], "complex64": [9, 10, 46, 130], "compliant": 87, "complic": [91, 478], "compon": [10, 34, 108, 113, 120, 123, 156, 224, 403], "compos": 65, "composit": [75, 172, 433, 443], "compress": [6, 101, 435, 470], "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, 151, 156, 157, 159, 172, 174, 175, 177, 178, 179, 180, 181, 182, 183, 187, 188, 189, 190, 191, 193, 194, 195, 198, 199, 200, 201, 204, 205, 206, 207, 209, 211, 214, 215, 220, 227, 228, 229, 230, 231, 232, 233, 234, 235, 333, 343, 346, 403, 405, 406, 407, 412, 415, 417, 421, 422, 423, 424, 427, 431, 433, 437, 438, 439, 443, 446, 450, 457], "compute_uv": [177, 193], "concaten": [6, 59, 88, 152, 416, 430, 436, 459], "concept": [20, 33, 36, 37, 38, 39, 40, 42, 64, 78, 79, 81, 87, 93, 94, 102, 106, 120, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 217, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 444, 446, 450, 456, 461, 462, 470], "cond": [6, 183], "condit": [31, 42, 86, 87, 101, 177, 183, 187, 289, 335, 342, 348, 350, 419, 460], "condlist": 419, "confus": 135, "conj": [6, 62, 87, 109, 156, 176, 179, 346], "conjug": [6, 10, 61, 86, 87, 115, 118, 156, 176, 179, 180, 181, 182, 211, 292, 346, 458], "consecut": [83, 90, 146], "conserv": 216, "consid": [15, 20, 33, 34, 36, 37, 38, 40, 92, 120, 144, 160, 163, 180, 182, 186, 196, 208, 211, 353, 381, 454], "consist": [34, 35, 90, 104, 105, 107, 110, 111, 112, 116, 117, 119, 121, 138, 151, 195, 196, 436, 439], "constant": [9, 89, 146], "constraint": 46, "construct": [36, 37, 57, 78, 81, 82, 87, 89, 102, 137, 138, 139, 140, 141, 154, 197, 217, 290, 337, 440, 441, 460, 463], "constructor": 470, "consum": [87, 309], "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, 150, 151, 153, 156, 157, 159, 173, 174, 175, 180, 190, 193, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 213, 214, 219, 220, 223, 225, 226, 229, 230, 231, 233, 235, 318, 333, 335, 336, 343, 344, 346, 353, 403, 405, 406, 407, 411, 412, 415, 417, 421, 422, 423, 424, 427, 428, 431, 432, 437, 438, 442, 446, 447, 450, 451, 452, 453, 457, 470], "content": [38, 87, 390], "context": 10, "contigu": [36, 37, 38, 40, 86, 87, 91, 187, 315, 402, 409], "continu": [353, 385], "contourf": 216, "contract": [91, 92, 439], "contrast": 348, "contribut": [10, 46, 150, 151], "control": [4, 42, 54, 60, 66, 87, 91, 152, 211, 289, 416, 430, 459], "conveni": [87, 331, 353], "convent": [86, 91, 92, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 158, 195, 211, 340, 439], "convers": [42, 87, 91, 289, 463], "convert": [28, 29, 33, 36, 37, 38, 39, 40, 41, 43, 44, 45, 64, 76, 77, 78, 81, 89, 92, 99, 142, 143, 144, 162, 169, 196, 208, 351, 352, 455, 456], "convolut": [10, 63, 67], "convolv": [6, 67], "coolei": 10, "coordin": [70, 139, 146, 157, 216], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 154, 157, 196, 197, 208, 210, 216, 217, 224, 243, 289, 302, 304, 312, 318, 321, 337, 338, 339, 341, 342, 343, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 394, 397, 409, 418, 425, 429, 444, 445, 446, 449, 450, 456, 461, 462, 470], "copysign": [6, 333, 343], "copyto": [6, 87, 101, 294, 342], "core": [3, 89, 91, 470], "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, 149, 153, 156, 159, 163, 164, 165, 173, 174, 175, 192, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 213, 219, 220, 223, 333, 334, 336, 343, 344, 346, 351, 352, 405, 407, 411, 412, 415, 417, 421, 422, 423, 424, 427, 428, 430, 432, 437, 438, 452, 453], "correctli": [18, 25, 28, 29, 70, 188, 212, 218, 225, 226, 232, 234, 335, 345, 433], "correl": [6, 474], "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 154, 157, 179, 180, 196, 197, 208, 210, 211, 217, 289, 294, 298, 337, 338, 339, 351, 352, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 413, 420, 431, 439, 442, 443, 444, 446, 450, 456, 457, 461, 462, 470], "correspondingli": 10, "cosh": [6, 22, 68, 424, 438], "cosin": [21, 22, 23, 24, 25, 26, 27, 68, 69, 423, 424, 437, 438], "cost": [91, 92], "costli": 92, "could": [87, 109, 115, 117, 323], "count": [14, 19, 47, 70, 84, 89, 92, 127, 137, 138, 140, 141, 146, 150, 151, 335, 345, 355, 433, 454, 463, 474], "count_nonzero": [6, 335], "counterpart": [10, 109, 115, 117, 470], "cov": [6, 371], "covari": 71, "cover": [446, 450, 474], "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, 154, 196, 197, 208, 215, 217, 221, 232, 337, 338, 339, 444, 456, 461, 462], "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, 154, 157, 196, 197, 208, 210, 217, 224, 289, 294, 337, 338, 339, 349, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 441, 444, 446, 447, 450, 451, 456, 461, 462, 470, 474], "creation": [89, 92, 463, 470, 474, 478], "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, 427], "cubic": 92, "cumprod": [6, 87, 227, 470], "cumproduct": 6, "cumsum": [6, 83, 87, 228, 433, 443, 470], "cumul": [73, 74, 75, 83, 87, 227, 228, 295, 296, 433, 443], "cupi": [2, 463], "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, 149, 151, 153, 154, 159, 173, 199, 200, 201, 202, 203, 213, 219, 220, 221, 223, 321, 333, 334, 343, 344, 346, 351, 352, 405, 407, 411, 412, 417, 421, 422, 423, 424, 432, 437, 438, 452, 453], "curv": 443, "custom": 470, "customarili": 10, "cut": 184, "cutoff": 189, "cycl": [106, 120], "cyclic": 348, "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, 152, 154, 158, 178, 180, 181, 187, 188, 191, 211, 216, 227, 228, 234, 302, 335, 344, 345, 348, 358, 402, 409, 416, 418, 420, 430, 433, 435, 439, 440, 441, 448, 454, 456, 459, 470], "d0": [353, 380, 382], "d1": [353, 382], "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, 157, 159, 160, 162, 163, 164, 165, 166, 167, 169, 173, 174, 175, 184, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 213, 214, 215, 219, 220, 221, 223, 224, 225, 226, 229, 230, 231, 232, 233, 235, 289, 318, 331, 333, 334, 336, 338, 339, 342, 343, 344, 346, 348, 349, 351, 352, 353, 354, 355, 357, 360, 361, 362, 363, 364, 365, 366, 367, 368, 372, 375, 376, 378, 379, 380, 381, 382, 383, 385, 386, 387, 388, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 421, 422, 423, 424, 427, 428, 429, 430, 431, 432, 436, 437, 438, 441, 444, 452, 453, 457, 459, 460, 461, 462, 463, 474], "datatyp": [89, 186], "date": 4, "datetim": 89, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [71, 87, 233, 235, 325, 332, 431, 457], "decai": 366, "decim": [32, 87, 123, 124, 319, 412, 415], "decomposit": [176, 183, 186, 189, 193, 474], "decompress": 197, "decreas": [84, 443], "decreasingli": [10, 105, 107, 111, 112], "deem": 136, "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, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 159, 160, 163, 164, 165, 166, 167, 173, 174, 175, 176, 177, 180, 182, 184, 186, 187, 188, 189, 190, 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, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 289, 294, 302, 333, 334, 336, 337, 338, 339, 341, 343, 344, 345, 346, 348, 351, 352, 353, 357, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 391, 392, 394, 397, 402, 404, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 427, 428, 430, 431, 432, 433, 435, 436, 437, 438, 439, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 459, 460, 461, 462, 470], "default_rng": 6, "defg": 92, "defici": 186, "defin": [10, 72, 89, 94, 104, 133, 134, 143, 149, 150, 151, 213, 219, 224, 339, 343, 404, 462, 470], "definit": [72, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 131, 176, 443], "deg": [18, 352], "deg2rad": [6, 351, 352, 455], "degre": [6, 18, 76, 233, 235, 351, 352, 395, 431, 455, 457, 478], "del": 478, "delet": 6, "delta": [10, 233, 235, 431, 455, 457], "demonstr": [0, 4, 89], "dens": [157, 217], "densiti": 150, "depend": [4, 31, 82, 103, 109, 115, 117, 180, 184, 190, 192, 193, 196, 232, 234, 419, 460], "deprec": 6, "deprecate_with_doc": 6, "depth": [59, 60, 88, 152, 416, 430, 459], "deriv": 146, "descend": 193, "descr": 89, "describ": [73, 89, 209, 406, 474], "descript": [73, 89, 110, 112, 150, 209, 406, 470], "design": 10, "desir": [20, 33, 36, 37, 38, 40, 41, 53, 93, 94, 102, 110, 111, 112, 142, 143, 144, 154, 196, 208, 338, 339, 440, 444, 461, 462], "destin": [60, 152, 222, 348, 349, 416, 430, 436, 459], "destruct": 478, "det": [6, 191], "detail": [32, 105, 107, 111, 112, 116, 117, 119, 121, 136, 415, 446, 447, 450, 451, 454, 470], "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, 153, 173, 178, 184, 190, 191, 198, 199, 200, 201, 202, 203, 211, 213, 219, 220, 223, 334, 344, 351, 352, 405, 407, 411, 417, 421, 423, 424, 427, 428, 432, 437, 438, 441, 452, 453], "devel": 4, "develop": [3, 4], "deviat": [87, 214, 230, 233, 235, 325, 353, 368, 375, 431, 457], "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, 154, 157, 196, 197, 208, 209, 210, 211, 214, 217, 230, 233, 235, 289, 294, 337, 338, 339, 353, 375, 380, 381, 382, 383, 384, 385, 386, 388, 389, 394, 397, 406, 429, 431, 444, 446, 450, 456, 457, 461, 462], "df": [357, 373, 395, 396], "dfden": [361, 374], "dfnum": [361, 374], "dft": [10, 104, 109, 110, 114, 115, 118], "di": [79, 80], "diag": [6, 81, 82, 91, 102, 128, 129, 154, 179, 181, 193, 441], "diag_indic": [6, 80, 122], "diag_indices_from": [6, 79, 122], "diagflat": [6, 78, 82, 441], "diagon": [6, 78, 79, 80, 81, 87, 91, 102, 122, 154, 176, 180, 181, 182, 210, 330, 441, 444, 445, 446, 447, 449, 450, 451, 470], "dice": 370, "dictionari": 89, "diff": [6, 75, 90, 146, 150], "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, 154, 160, 182, 196, 197, 208, 209, 211, 217, 294, 337, 338, 339, 342, 344, 349, 406, 432, 436, 444, 446, 450, 455, 456, 461, 462, 474], "digit": [6, 10, 123, 150], "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, 152, 157, 158, 186, 188, 190, 209, 212, 214, 216, 217, 218, 222, 225, 226, 229, 230, 231, 232, 233, 234, 235, 302, 310, 321, 335, 337, 345, 349, 353, 383, 385, 386, 388, 406, 409, 420, 429, 430, 431, 433, 434, 435, 436, 440, 441, 446, 447, 450, 451, 454, 457, 470, 474], "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, 157, 184, 190, 194, 195, 209, 212, 216, 217, 218, 225, 226, 229, 231, 233, 235, 324, 337, 340, 345, 406, 425, 431, 433, 435, 440, 443, 454, 457, 458, 463], "direct": [10, 72, 83, 104, 105, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 121, 128, 129, 146, 334], 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\ No newline at end of file