stdlib-js/stats-kde2d

Two-dimensional kernel density estimation.

JavaScript

Apache License 2.0

This project provides two-dimensional kernel density estimation (KDE) functionality for numerical data in JavaScript. It's part of the stdlib standard library and allows users to estimate probability density functions from 2D data points using various kernels and bandwidth options. The library is designed for developers and researchers working with statistical analysis, data visualization, or scientific computing who need to analyze the distribution of two-dimensional datasets in JavaScript environments.

Total donated

Undistributed

Share with your subscribers:

Recipients

How the donated funds are distributed

Support the dependencies of stdlib-js/stats-kde2d

stdlib-js/array-base-linspace

Generate a linearly spaced numeric array.

stdlib-js/assert-has-own-property

Test if an object has a specified property.

stdlib-js/assert-is-error

Test if a value is an Error object.

stdlib-js/assert-is-function

Test if a value is a function.

stdlib-js/assert-is-matrix-like

Test if a value is a 2-dimensional ndarray-like object.

stdlib-js/assert-is-nan

Test if a value is NaN.

stdlib-js/assert-is-number

Test if a value is a number.

stdlib-js/assert-is-numeric-array

Test if a value is a numeric array.

stdlib-js/assert-is-plain-object

Test if a value is a plain object.

stdlib-js/assert-is-positive-integer

Test if a value is a number having a positive integer value.

stdlib-js/assert-is-positive-number-array

Test if a value is an array-like object containing only positive numbers.

stdlib-js/assert-is-string

Test if a value is a string.

stdlib-js/constants-float64-eps

Difference between one and the smallest value greater than one that can be represented as a double-precision floating-point number.

stdlib-js/constants-float64-fourth-pi

1/4 times π.

stdlib-js/constants-float64-half-pi

1/2 times π.

stdlib-js/constants-float64-sqrt-two-pi

Square root of 2π.

stdlib-js/math-base-special-abs

Compute the absolute value of a double-precision floating-point number.

stdlib-js/math-base-special-cos

Compute the cosine of a number.

stdlib-js/math-base-special-exp

Natural exponential function.

stdlib-js/math-base-special-floor

Round a double-precision floating-point number toward negative infinity.

stdlib-js/math-base-special-min

Return the minimum value.

stdlib-js/math-base-special-pow

Exponential function.

stdlib-js/math-base-special-sqrt

Compute the principal square root of a double-precision floating-point number.

stdlib-js/ndarray-array

Multidimensional arrays.

stdlib-js/string-format

Insert supplied variable values into a format string.

stdlib-js/types

stdlib TypeScript type declarations.

stdlib-js/utils-define-read-only-property

Define a read-only property.

stdlib-js/error-tools-fmtprodmsg

Format an error message for production.

stdlib-js/ndarray-base-ctor

Base multidimensional array.

stdlib-js/ndarray-ctor

Multidimensional array constructor.

stdlib-js/random-base-normal

Normally distributed pseudorandom numbers.

tape-testing/tape

tap-producing test harness for node and browsers

gotwarlost/istanbul

Yet another JS code coverage tool that computes statement, line, function and branch coverage with module loader hooks to transparently add coverage when running tests. Supports all JS coverage use cases including unit tests, server side functional tests and browser tests. Built for scale