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Useful Snippets
mblondel edited this page Nov 22, 2012
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This page points to useful snippets of code (gists in github-speak) that implement features related to scikit-learn but that might not be suitable for inclusion (yet):
- Multi-Layer-Perceptron (neural network) classifier, trained with SGD. Could serve as a basis for a Cython-Version for later inclusion.
- Generating data with non-parametric Gaussian mixture models. Useful if you need "random" data that should have non-trivial structure.
- Adaptive Lasso (should be added to linear_model)
- Non-Negative Garotte (should be added to linear_model)
- Kernel SGD
- Fuzzy K-means and K-medians