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eMaTe

eMaTe is a python package implemented in tensorflow which the main goal is provide useful methods capable of estimate spectral densities and trace functions of large sparse matrices.

The package is available as a pypi repository

$ pip install emate

The source code is available at <http://github.com/stdogpkg>`.

The eMaTe package it is being built to provide our another package, stDoG (strucutre and dynamics on graphs), methods to deal with graphs with a huge amount of vertices. To install stDoG, just type in our terminal

$ pip install stdog

• Install
• Examples
  • Kernel Polynomial Method (Chebyshev Polynomial expansion)
  • Sthocastic Lanczos Quadrature

Modules:

• Symmetric
  • Sthocastic Lanczos Quadrature
• Hermitian
  • Kernel Polynomial Method