Pamphile Roy tupui
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| """Timing MC vs QMC. | |
| Comparison of `numpy.random.Generator` (MC) vs `scipy.stats.qmc.Sobol` (QMC) | |
| speed to sample points. | |
| ---------------- | |
| MIT License | |
| Copyright (c) 2022 Pamphile Tupui ROY |
tupui
/ convergence_pi.py
Last active
March 15, 2022 18:04
Convergence on the value of Pi using Monte Carlo vs QMC
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| """Convergence of Pi using QMC. | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2022 Pamphile Tupui ROY | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal |
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| tap "hashicorp/tap" | |
| tap "homebrew/bundle" | |
| tap "homebrew/cask" | |
| tap "homebrew/cask-drivers" | |
| tap "homebrew/core" | |
| tap "osx-cross/arm" | |
| tap "osx-cross/avr" | |
| tap "qmk/qmk" | |
| tap "romkatv/powerlevel10k" | |
| # Run your GitHub Actions locally 🚀 |
tupui
/ poisson_disk_sampling.py
Last active
January 28, 2022 10:44
Poisson disk sampling in n-dimensions
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| """Poisson disk sampling in n-dimensions. | |
| This is part of an effort to add Poisson disk sampling into SciPy: | |
| https://github.com/scipy/scipy/pull/13918 | |
| --------------------------- | |
| MIT License |
tupui
/ mcm2021_scipy_pytorch_demo.ipynb
Last active
August 16, 2021 17:18
MCM 2021 Scipy and Pytorch demo
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| """Orthogonal Latin Hypercube Sampling. | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2021 Pamphile Tupui ROY | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal |
tupui
/ lloyd_sampling.py
Last active
August 9, 2021 05:40
Centroidal Voronoi Tessellation to generate sample: Lloyd's algorithm
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| """Centroidal Voronoi Tessellation to generate sample: Lloyd's algorithm. | |
| Based on the implementation of Stéfan van der Walt | |
| https://github.com/stefanv/lloyd | |
| which is: | |
| Copyright (c) 2021-04-21 Stéfan van der Walt https://github.com/stefanv/lloyd | |
| MIT License |
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| """Sobol' as a numpy.random.Generator. | |
| .. note:: This script relies SciPy >1.7 | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2021 Pamphile Tupui ROY |
tupui
/ joint_distribution.py
Last active
October 2, 2021 16:03
Sampling a joint distribution with a copula
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| """Sampling a joint distribution with a copula. | |
| A copula describes the dependency between the marginal | |
| distributions. Using the copula, you can sample from a | |
| joint distribution. | |
| --------------------------- | |
| MIT License |
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