stdlib-js

stdlib-js/ml-incr

Standard library incremental machine learning algorithms.

JavaScript
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Apache License 2.0
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Support the dependencies of stdlib-js/ml-incr

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Incrementally perform binary classification using stochastic gradient descent (SGD).
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Incrementally partition data into `k` clusters.
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Define a read-only property.
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Test if an array-like value contains a search value.
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Test if an object has a specified property.
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Test if a value is an array.
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Test if a value is an array-like object.
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Test if a value is a boolean.
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Check if the runtime is a web browser.
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Test if a value is a function.
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Test if a value is ndarray-like.
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Test if a value is a number having a nonnegative value.
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Test if a value is a number.
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Test if a value is a plain object.
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Test if a value is a number having a positive integer value.
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Test if a value is a number having a positive value.
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Test if a value is a string.
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Test if a value is a 1-dimensional ndarray-like object.
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Copy values from x into y.
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Multiply a double-precision floating-point vector by a constant.
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Multiply x by a constant and add the result to y.
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Copy values from x into y.
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Calculate the dot product of two vectors.
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Double-precision floating-point positive infinity.
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Natural exponential function.
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Standard logistic function.
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Round a double-precision floating-point number toward negative infinity.
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Evaluate the natural logarithm of a double-precision floating-point number.
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Return the maximum value.
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Exponential function.
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Compute the principal square root of a double-precision floating-point number.
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Multidimensional arrays.
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Base multidimensional array.
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Return the number of elements in an array.
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Generate a stride array from an array shape.
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Convert a linear index in an array view to a linear index in an underlying data buffer.
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Multidimensional array constructor.
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Binomial distributed pseudorandom numbers.
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Discrete uniform distributed pseudorandom numbers.
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A linear congruential pseudorandom number generator (LCG) whose output is shuffled.
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A 32-bit Mersenne Twister pseudorandom number generator.
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Normally distributed pseudorandom numbers.
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Uniformly distributed pseudorandom numbers between 0 and 1.
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Sample elements from an array-like object.
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Online regression via stochastic gradient descent (SGD).
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Test if a value is a 2-dimensional ndarray-like object.
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Compute an arithmetic mean incrementally.

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