KennyStoneTDA: Applications and Deep Dive into Persistent HomologyThis article aims to introduce readers to the basics of Topological Data Analysis (TDA), focusing on persistent homology and its…Oct 5Oct 5
KennyStoneTopological Data Analysis: Distance to measureAs TDA being known by more and more people, at the same time it’s a more comlplicate knowledge compare to traditional data analysis method…Sep 13Sep 13
KennyStoneDeep dive into Mapper AlgoritmMapper, as one of the most renowned methods in Topological Data Analysis (TDA), is often used to explore hidden structures in spatial data…Sep 11Sep 11
KennyStoneTopological Data Analysis: Mapper AlgorithmThis article focuses on the Mapper Algorithm in Topological Data Analysis (TDA), understanding its design principles and advantages, and…Aug 3Aug 3
KennyStoneHow to practically apply TDA in time series prediction/clusteringIn the previous article, I discussed the use of Topological Data Analysis (TDA) in analyzing time series data, and I summarized a…Apr 61Apr 61
KennyStoneTime Series TopologyThe previous discussion talked about Topological Data Analysis (TDA) as a method for analyzing and studying the shape of data from point…Apr 12Apr 12
KennyStoneWhy topology shapes matter ?Topological Data Analysis (TDA) is a fascinating and less commonly discussed topic, so I’m taking this opportunity to introduce and lay the…Mar 29Mar 29