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kNN
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train(xs,
ys,
k)
Train a k nearest neighbors classifier on a training set. |
source code
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calculate(knn,
x,
weight_fn=<function equal_weight at 0x14e3de8>,
distance_fn=<function euclidean at 0xcd09b0>)
calculate(knn, x[, weight_fn][, distance_fn]) -> weight dict |
source code
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classify(knn,
x,
weight_fn=<function equal_weight at 0x14e3de8>,
distance_fn=<function euclidean at 0xcd09b0>)
classify(knn, x[, weight_fn][, distance_fn]) -> class |
source code
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Complex0 = ' F '
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Complex16 = ' F '
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Complex32 = ' F '
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Complex64 = ' D '
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Complex8 = ' F '
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Float0 = ' f '
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Float16 = ' f '
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Float32 = ' f '
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Float64 = ' d '
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Float8 = ' f '
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Int0 = ' 1 '
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Int16 = ' s '
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Int32 = ' i '
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Int64 = ' l '
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Int8 = ' 1 '
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absolute = <ufunc 'absolute'>
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add = <ufunc 'add'>
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arccos = <ufunc 'arccos'>
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arccosh = <ufunc 'arccosh'>
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arcsin = <ufunc 'arcsin'>
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arcsinh = <ufunc 'arcsinh'>
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arctan = <ufunc 'arctan'>
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arctan2 = <ufunc 'arctan2'>
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arctanh = <ufunc 'arctanh'>
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bitwise_and = <ufunc 'bitwise_and'>
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bitwise_or = <ufunc 'bitwise_or'>
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bitwise_xor = <ufunc 'bitwise_xor'>
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ceil = <ufunc 'ceil'>
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conjugate = <ufunc 'conjugate'>
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cos = <ufunc 'cos'>
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cosh = <ufunc 'cosh'>
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divide = <ufunc 'divide'>
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divide_safe = <ufunc 'divide_safe'>
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e = 2.71828182846
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equal = <ufunc 'equal'>
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exp = <ufunc 'exp'>
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fabs = <ufunc 'fabs'>
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floor = <ufunc 'floor'>
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floor_divide = <ufunc 'floor_divide'>
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fmod = <ufunc 'fmod'>
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greater = <ufunc 'greater'>
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greater_equal = <ufunc 'greater_equal'>
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hypot = <ufunc 'hypot'>
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invert = <ufunc 'invert'>
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left_shift = <ufunc 'left_shift'>
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less = <ufunc 'less'>
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less_equal = <ufunc 'less_equal'>
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log = <ufunc 'log'>
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log10 = <ufunc 'log10'>
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logical_and = <ufunc 'logical_and'>
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logical_not = <ufunc 'logical_not'>
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logical_or = <ufunc 'logical_or'>
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logical_xor = <ufunc 'logical_xor'>
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maximum = <ufunc 'maximum'>
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minimum = <ufunc 'minimum'>
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multiply = <ufunc 'multiply'>
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negative = <ufunc 'negative'>
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not_equal = <ufunc 'not_equal'>
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pi = 3.14159265359
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power = <ufunc 'power'>
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remainder = <ufunc 'remainder'>
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right_shift = <ufunc 'right_shift'>
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sin = <ufunc 'sin'>
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sinh = <ufunc 'sinh'>
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sqrt = <ufunc 'sqrt'>
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subtract = <ufunc 'subtract'>
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tan = <ufunc 'tan'>
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tanh = <ufunc 'tanh'>
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true_divide = <ufunc 'true_divide'>
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