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Original file line number Diff line number Diff line change @@ -25,6 +25,9 @@ can use `pip3 install -u 'numpy_ml[rl]'`.
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For more details on the available models, see the [ project documentation] ( https://numpy-ml.readthedocs.io/ ) .
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## Available models
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+ <details >
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+ <summary >Click to expand!</summary >
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1 . ** Gaussian mixture model**
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- EM training
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@@ -116,6 +119,9 @@ For more details on the available models, see the [project documentation](https:
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- Ridge regression
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- Logistic regression
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- Ordinary least squares
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+ - Weighted linear regression
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+ - Generalized linear model (log, logit, and identity link)
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+ - Gaussian naive Bayes classifier
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- Bayesian linear regression w/ conjugate priors
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- Unknown mean, known variance (Gaussian prior)
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- Unknown mean, unknown variance (Normal-Gamma / Normal-Inverse-Wishart prior)
@@ -172,6 +178,7 @@ For more details on the available models, see the [project documentation](https:
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- Ball tree
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- Discrete sampler
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- Graph processing and generators
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+ </details >
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## Contributing
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