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  2. Matplotlib - Wikipedia

    en.wikipedia.org/wiki/Matplotlib

    Matplotlib (portmanteau of MATLAB, plot, and library [3]) is a plotting library for the Python programming language and its numerical mathematics extension NumPy.It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK.

  3. NumPy - Wikipedia

    en.wikipedia.org/wiki/NumPy

    NumPy (pronounced / ˈ n ʌ m p ... SciPy is a library that adds more MATLAB-like functionality and Matplotlib is a plotting package that provides MATLAB-like ...

  4. Inverse Gaussian distribution - Wikipedia

    en.wikipedia.org/wiki/Inverse_Gaussian_distribution

    Wald distribution using Python with aid of matplotlib and NumPy And to plot Wald distribution in Python using matplotlib and NumPy : import matplotlib.pyplot as plt import numpy as np h = plt . hist ( np . random . wald ( 3 , 2 , 100000 ), bins = 200 , density = True ) plt . show ()

  5. List of Python software - Wikipedia

    en.wikipedia.org/wiki/List_of_Python_software

    Matplotlib, providing MATLAB-like plotting and mathematical functions (using NumPy). NumPy, a language extension that adds support for large and fast, multi-dimensional arrays and matrices; Plotly is a scientific plotting library for creating browser-based graphs.

  6. scikit-multiflow - Wikipedia

    en.wikipedia.org/wiki/Scikit-multiflow

    The scikit-multiflow library is implemented under the open research principles and is currently distributed under the BSD 3-clause license. scikit-multiflow is mainly written in Python, and some core elements are written in Cython for performance. scikit-multiflow integrates with other Python libraries such as Matplotlib for plotting, scikit-learn for incremental learning methods [4 ...

  7. Centripetal Catmull–Rom spline - Wikipedia

    en.wikipedia.org/wiki/Centripetal_Catmull–Rom...

    The following is an implementation of the Catmull–Rom spline in Python that produces the plot shown beneath. import numpy import matplotlib.pyplot as plt QUADRUPLE ...

  8. List of numerical libraries - Wikipedia

    en.wikipedia.org/wiki/List_of_numerical_libraries

    NumPy, a BSD-licensed library that adds support for the manipulation of large, multi-dimensional arrays and matrices; it also includes a large collection of high-level mathematical functions. NumPy serves as the backbone for a number of other numerical libraries, notably SciPy. De facto standard for matrix/tensor operations in Python.

  9. Multinomial distribution - Wikipedia

    en.wikipedia.org/wiki/Multinomial_distribution

    If we sample from the multinomial distribution (;,,), and plot the heatmap of the samples within the 2-dimensional simplex (here shown as a black triangle), we notice that as , the distribution converges to a gaussian around the point (,,), with the contours converging in shape to ellipses, with radii converging as /.