python_monte_carlo, a Python code which uses Monte Carlo sampling to estimate areas and integrals.
The computer code and data files made available on this web page are distributed under the MIT license.
python_monte_carlo is available in a MATLAB version and an Octave version and a Python version.
annulus_monte_carlo a Python code which uses the Monte Carlo method to estimate the integral of a function over the interior of a circular annulus in 2D.
ball_monte_carlo, a Python code which applies a Monte Carlo method to estimate integrals of a function over the interior of the unit ball in 3D;
circle_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function on the circumference of the unit circle in 2D;
cube_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit cube in 3D.
disk_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the general disk in 2D.
disk01_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the unit disk in 2D.
disk01_positive_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit positive disk in 2D;
ellipse_monte_carlo a Python code which uses the Monte Carlo method to estimate the value of integrals over the interior of an ellipse in 2D.
ellipsoid_monte_carlo a Python code which uses the Monte Carlo method to estimate the value of integrals over the interior of an ellipsoid in M dimensions.
hexagon_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit hexagon in 2D;
hyperball_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit hyperball in M dimensions;
hypercube_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit hypercube in M dimensions.
hypersphere_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function on the surface of the unit sphere in M dimensions;
line_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the length of the unit line in 1D.
polygon_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of a polygon in 2D.
pyramid_monte_carlo, a Python code which applies a Monte Carlo method to estimate integrals of a function over the interior of the unit pyramid in 3D;
simplex_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the unit simplex in M dimensions.
sphere_monte_carlo, a Python code which applies a Monte Carlo method to estimate integrals of a function over the surface of the unit sphere in 3D;
square_monte_carlo, a Python code which applies a Monte Carlo method to estimate the integral of a function over the interior of the unit square in 2D.
tetrahedron_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of a general tetrahedron in 3D.
tetrahedron01_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the unit tetrahedron in 3D.
triangle_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of a triangle in 2D.
triangle01_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the unit triangle in 2D.
wedge_monte_carlo, a Python code which uses the Monte Carlo method to estimate integrals over the interior of the unit wedge in 3D.