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tupui
/ sobol_saltelli.py
Last active
January 24, 2024 13:55
Sobol' variance based sensitivity indices based on Saltelli2010 in python
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| """Sobol' indices. | |
| Compute Sobol' variance based sensitivity indices. | |
| Use formulations from Saltelli2010. | |
| Reference: | |
| Saltelli et al. Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index, | |
| Computer Physics Communications, 2010. DOI: 10.1016/j.cpc.2009.09.018 |
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| """Proper Orthogonal Decomposition. | |
| Demonstrate how to use it. | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2018 Pamphile Tupui ROY |
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| """Quantile dotplot. | |
| Based on R code from https://github.com/mjskay/when-ish-is-my-bus/blob/master/quantile-dotplots.md | |
| Reference: | |
| Matthew Kay, Tara Kola, Jessica Hullman, Sean Munson. When (ish) is My Bus? | |
| User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems. | |
| CHI 2016. DOI: 10.1145/2858036.2858558 |
tupui
/ crypto_wallet_status.py
Last active
January 16, 2018 15:55
Gather information about your crypto wallets and the market
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| """Get info about Cryptocurrency wallets. | |
| Gather information about the market and you own wallet. Using transactions | |
| file, it also compare your investment with the available capital. | |
| Transactions are to be stored in JSON files formated as: | |
| { | |
| "2018_01_15": { | |
| "rate": 1.505, |
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| """Discrepancy of a sample. | |
| Compute the centered discrepancy on a given sample. | |
| It is a measure of the uniformity of the points in the parameter space. | |
| The lower the value is, the better the coverage of the parameter space is. | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2017 Pamphile Tupui ROY | |
| Permission is hereby granted, free of charge, to any person obtaining a copy |
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| """Halton low discrepancy sequence. | |
| This snippet implements the Halton sequence following the generalization of | |
| a sequence of *Van der Corput* in n-dimensions. | |
| --------------------------- | |
| MIT License | |
| Copyright (c) 2017 Pamphile Tupui ROY |
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