Scientists working with large volumes of high-dimensional data, such as global climate patterns, stellar spectra, or human gene distributions, regularly con- front the problem of dimensionality reduction: Þnding meaningful low-dimen- sional structur
John M. Lee三本经典中的第二本,主要讲光滑流形,是自学流形以及查阅资料绝佳选择,此版为2012新版,涵盖tangent and cotangent bundles,vector bundles, differential forms,tensors,De Rham Cohomology,Exponential Map,,流形的定向和流行上的微积分等。