A new package SVMLightLoader <https://github.com/IshitaTakeshi/SVMLightLoader.jl> has released.
This is a registered package which is for loading data from svmlight / liblinear files. This package provides a function for reading a file line by line like below. 1. for (vector, label) in SVMLightFile(filename) 2. dosomething(vector, label) 3. end If you used it with an online learning / analysis algorithm, it would reduce the memory usage and highly improve the performance. Also, this package contains a function for loading a whole file, of course. 1. vectors, labels = load_svmlight_file(filename) Contributions are welcome, and let me know if there are any problems.
