Frank Taylor Tachyon5
jakevdp
/ generative.py
Last active
September 23, 2021 15:24
General Generative Classification for scikit-learn
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| """ | |
| Bayesian Generative Classifier | |
| ------------------------------ | |
| """ | |
| # Author: Jake Vanderplas <[email protected]> | |
| import numpy as np | |
| from sklearn.neighbors.kde import KernelDensity | |
| from sklearn.mixture import GMM | |
| from sklearn.base import BaseEstimator, clone |
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| # Copyright (c) 2012, Ryan Gomba | |
| # All rights reserved. | |
| # | |
| # Redistribution and use in source and binary forms, with or without | |
| # modification, are permitted provided that the following conditions are met: | |
| # | |
| # 1. Redistributions of source code must retain the above copyright notice, this | |
| # list of conditions and the following disclaimer. | |
| # 2. Redistributions in binary form must reproduce the above copyright notice, | |
| # this list of conditions and the following disclaimer in the documentation |