mbhenaff / spectral-lib

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

You are welcome to use this code for research purposes but it is not actively supported.

Here are some pointers on getting it to work:

You will need to compile the rock first. In the file spectralnet-scm-1.rockspec, change the line url = "..." --TODO to url = "." or url = "/path/to/spectral-lib"

Then run:

luarocks install spectralnet-scm-1.rockspec

To run on MNIST/CIFAR, download the datasets and change the paths in test/datasource.lua

You can get the datasets here:

https://github.com/torch/tutorials/tree/master/A_datasets

There are Matlab scripts with examples how to build the graphs in mresgraph.

To train the models, run test/train.lua. The hyperparameters are in params.lua.

About


Languages

Language:Lua 50.7%Language:TeX 23.5%Language:Cuda 14.3%Language:MATLAB 7.3%Language:C++ 3.4%Language:CMake 0.4%Language:Shell 0.2%Language:C 0.2%Language:Makefile 0.1%