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/ RStanExamplesToPyMC3.ipynb
Last active
November 30, 2019 21:32
Translating the MTH594 RStan examples to PyMC3
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michiexile
/ gap.py
Created
May 23, 2013 10:59
A Python implementation of the Gap Statistic from Tibshirani, Walther, Hastie to determine the inherent number of clusters in a dataset with k-means clustering.
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| # gap.py | |
| # (c) 2013 Mikael Vejdemo-Johansson | |
| # BSD License | |
| # | |
| # SciPy function to compute the gap statistic for evaluating k-means clustering. | |
| # Gap statistic defined in | |
| # Tibshirani, Walther, Hastie: | |
| # Estimating the number of clusters in a data set via the gap statistic | |
| # J. R. Statist. Soc. B (2001) 63, Part 2, pp 411-423 |