Topological data analysis

2011 Inverse Problems  
Data Scientists need to make sense out of and classify data which is complex either in terms of the sheer size of data, or due to the involvement of a large number of characteristics. There are various methods of Machine Learning for this purpose. Most of these methods make some assumption about the data. In this project we try to study and implement Topological Data Analysis which tries to extract meaning from data by creating and studying the shape of the data without making assumptions about
more » ... g assumptions about the data.
doi:10.1088/0266-5611/27/12/120201 fatcat:wvqig6ncuzfd3fp2beq55bv2ku