From 0a0b8e5e1cddb79f06ecac3446bb9900ddb0621d Mon Sep 17 00:00:00 2001 From: niklas melton Date: Wed, 16 Oct 2024 02:39:38 -0500 Subject: [PATCH] remove typos from init descriptions --- artlib/supervised/__init__.py | 3 +-- artlib/topological/__init__.py | 2 +- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/artlib/supervised/__init__.py b/artlib/supervised/__init__.py index dafe66d..0b7f347 100644 --- a/artlib/supervised/__init__.py +++ b/artlib/supervised/__init__.py @@ -5,8 +5,7 @@ two types: classification and regression. Classification involves predicting discrete labels or categories, such as spam detection or image recognition. -Regression, on the other hand, deals with predicting continuous values, like stock prices or temperature. Both -classification and regression are essential tools in many real-world applications. +Regression, on the other hand, deals with predicting continuous values, like stock prices or temperature. `Supervised learning `_ diff --git a/artlib/topological/__init__.py b/artlib/topological/__init__.py index bafc184..c156898 100644 --- a/artlib/topological/__init__.py +++ b/artlib/topological/__init__.py @@ -5,7 +5,7 @@ of the data. Topological clustering techniques, such as hierarchical clustering and Mapper, are often used in fields like data analysis and computational topology. -The two modules hereing provide contrasting advantages. TopoART allows for the creation of an adjacency matrix which +The two modules herein provide contrasting advantages. TopoART allows for the creation of an adjacency matrix which can be useful when clusters overlap or are in close proximity. Dual Vigilance ART allows for the abstract merging of many smaller clusters and is well suited to problems where the clusters take-on complex geometries where other clustering approaches would fail.