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Update README.md
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relf authored Jan 17, 2025
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Expand Up @@ -35,7 +35,7 @@ Where does `linfa` stand right now? [Are we learning yet?](http://www.arewelearn
| [linear](algorithms/linfa-linear/) | Linear regression | Tested | Partial fit | Contains Ordinary Least Squares (OLS), Generalized Linear Models (GLM) |
| [elasticnet](algorithms/linfa-elasticnet/) | Elastic Net | Tested | Supervised learning | Linear regression with elastic net constraints |
| [logistic](algorithms/linfa-logistic/) | Logistic regression | Tested | Partial fit | Builds two-class logistic regression models
| [reduction](algorithms/linfa-reduction/) | Dimensionality reduction | Tested | Pre-processing | Diffusion mapping and Principal Component Analysis (PCA) |
| [reduction](algorithms/linfa-reduction/) | Dimensionality reduction | Tested | Pre-processing | Diffusion mapping, Principal Component Analysis (PCA), Random projections |
| [trees](algorithms/linfa-trees/) | Decision trees | Tested / Benchmarked | Supervised learning | Linear decision trees
| [svm](algorithms/linfa-svm/) | Support Vector Machines | Tested | Supervised learning | Classification or regression analysis of labeled datasets |
| [hierarchical](algorithms/linfa-hierarchical/) | Agglomerative hierarchical clustering | Tested | Unsupervised learning | Cluster and build hierarchy of clusters |
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