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A product distribution is a probability distribution constructed as the distribution of the product of random variables having two other known distributions. Given two statistically independent random variables X and Y, the distribution of the random variable Z that is formed as the product = is a product distribution.
The generalized normal distribution (GND) or generalized Gaussian distribution (GGD) is either of two families of parametric continuous probability distributions on the real line. Both families add a shape parameter to the normal distribution. To distinguish the two families, they are referred to below as "symmetric" and "asymmetric"; however ...
scikit-learn: machine learning library in Python; Weka: A similar project by the University of Waikato, with a focus on classification algorithms; RapidMiner: An application available commercially (a restricted version is available as open source) KNIME: An open source platform which integrates various components for machine learning and data ...
Spyder is extensible with first-party and third-party plugins, [8] and includes support for interactive tools for data inspection and embeds Python-specific code quality assurance and introspection instruments, such as Pyflakes, Pylint [9] and Rope. [10] [11] Spyder uses Qt for its GUI and is designed to use either of the PyQt or PySide Python ...
In probability theory, an exponentially modified Gaussian distribution (EMG, also known as exGaussian distribution) describes the sum of independent normal and exponential random variables. An exGaussian random variable Z may be expressed as Z = X + Y , where X and Y are independent, X is Gaussian with mean μ and variance σ 2 , and Y is ...
Gaussian No No MAP No No No DACE; GpGp: MIT: R: No No Sparse ND No Gaussian i.i.d. Manually Manually No No No GpGp; SuperGauss: GNU GPL: R, C++: No Toeplitz [c] No 1D No Gaussian No Manually Manually No No No SuperGauss; STK: GNU GPL: MATLAB: Yes No No ND No Gaussian Uncorrelated Manually Manually No No Manually STK; GSTools: GNU LGPL: Python ...
Sublime Text is a text and source code editor featuring a minimal interface, syntax highlighting and code folding with native support for numerous programming and markup languages, search and replace with support for regular expressions, an integrated terminal/console window, and customizable themes.
The probability density function of the wrapped normal distribution is [2] (;,) = = [(+)],where μ and σ are the mean and standard deviation of the unwrapped distribution, respectively.