Sparrow

A C++ implementation of the Sparrow boosting algorithm following https://arxiv.org/abs/1901.09047

Usage

To build sparrow simply run make. To run provide the path to the config file

sparrow <path to config>

This implementation does not use any external libraries. All the training and testing data must be in LIBSVM format

Name		Name	Last commit message	Last commit date
Latest commit History 96 Commits
configs		configs
Bins.cpp		Bins.cpp
Bins.h		Bins.h
Boosting.cpp		Boosting.cpp
Boosting.h		Boosting.h
BufferLoader.cpp		BufferLoader.cpp
BufferLoader.h		BufferLoader.h
Channels.h		Channels.h
Config.cpp		Config.cpp
Config.h		Config.h
DiskBuffer.cpp		DiskBuffer.cpp
DiskBuffer.h		DiskBuffer.h
Io.cpp		Io.cpp
Io.h		Io.h
LabeledData.h		LabeledData.h
Learner.cpp		Learner.cpp
Learner.h		Learner.h
Makefile		Makefile
README.md		README.md
Samplers.cpp		Samplers.cpp
Samplers.h		Samplers.h
SerialStorage.cpp		SerialStorage.cpp
SerialStorage.h		SerialStorage.h
Sparrow.cpp		Sparrow.cpp
Strata.cpp		Strata.cpp
Strata.h		Strata.h
StratifiedStorage.cpp		StratifiedStorage.cpp
StratifiedStorage.h		StratifiedStorage.h
ThreadManager.cpp		ThreadManager.cpp
ThreadManager.h		ThreadManager.h
Tree.cpp		Tree.cpp
Tree.h		Tree.h
Utils.cpp		Utils.cpp
Utils.h		Utils.h