Fast asynchronous optimization for machine learning
Scala
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
project
src
README.md
build.sbt

README.md

Asaga

Fast asynchronous optimization for machine learning

This repository contains the code we used to run the experiments for our paper: http://arxiv.org/abs/1606.04809.

An example of how to run the optimization routines can be found in experiments/ExampleRun.

To run the code, you need to create an environment variable called "SAGA_DATA_DIR" which points to the directory containing the datasets. The datasets we used were downloaded from https://www.csie.ntu.edu.tw/~cjlin/libsvm/.

Any feedback will be appreciated!