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include
include
 
 
src
src
 
 
Makefile
Makefile
 
 
README.md
README.md
 
 
allocmem.c
allocmem.c
 
 
allocmem.cpp
allocmem.cpp
 
 
allocmem.h
allocmem.h
 
 
ann.h
ann.h
 
 
cgrad.cpp
cgrad.cpp
 
 
cgutils.cpp
cgutils.cpp
 
 
derivs.cpp
derivs.cpp
 
 
fortran.h
fortran.h
 
 
main.cpp
main.cpp
 
 
matops.cpp
matops.cpp
 
 
matops.h
matops.h
 
 
matrix.cpp
matrix.cpp
 
 
matrix.h
matrix.h
 
 
mlp.cpp
mlp.cpp
 
 
mlp.h
mlp.h
 
 
mt19937ar.c
mt19937ar.c
 
 
mydefs.h
mydefs.h
 
 
newton.cpp
newton.cpp
 
 
olf.cpp
olf.cpp
 
 
ols.cpp
ols.cpp
 
 
owo.cpp
owo.cpp
 
 
random.cpp
random.cpp
 
 
random.h
random.h
 
 
readutils.c
readutils.c
 
 
setup.cpp
setup.cpp
 
 
slice_iter.h
slice_iter.h
 
 
stats.cpp
stats.cpp
 
 
timer.cpp
timer.cpp
 
 
train.cpp
train.cpp
 
 
util.cpp
util.cpp
 
 
utils.h
utils.h
 
 
validate.cpp
validate.cpp
 
 

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OWO-Newton

Implementation of the OWO-Newton algorithm. Requires the ATLAS library

Algorithm is described in paper:

Robinson, Melvin Deloyd, and Michael Thomas Manry. "Two-Stage Second Order Training in Feedforward Neural Networks." The Twenty-Sixth International FLAIRS Conference. 2013.

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