Tesseract

Tesseract is a library for performing diverse feature selection for linear regression problems using spectral regularizers.

Instruction

install the dependencies (mentioned below)
create a directory named tests in the root directory
run "make" for compiling lib, unit/integration tests (goes inside tests dir) and documentation
run "make check" for running the tests

Dataset

MNIST dataset is obtained from here
Boston Housing dataset is obtained from here

Dependencies

Eigen3 linear algebra library
GCC C++ compiler with C++11 features enabled (4.8.3 or higher)
Doxygen