From 936680a878d83635f979a52edaa5bc0451daa7f6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?R=C3=A9mi=20Lafage?= Date: Fri, 17 Jan 2025 10:29:24 +0100 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d7528c991..47fbfd952 100644 --- a/README.md +++ b/README.md @@ -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 |