I work Python Developer for Intego Group LLC and Senior Lecture at National Technical University “Kharkiv Polytechnic Institute”. Research interests: machine learning, data analysis, artificial neural network
Methods of topological data analysis for studying the structure of multidimensional data
The Mapper algorithm are method of topological data analysis used for visualization and studying the structure of multidimensional data. This method is based on the idea of partial clustering of the data guided by a set of functions defined on the data. The Mapper algorithm is briefly described and used to analyze the dataset.