ili3p / spectral-lib

spectral-lib

spectral-lib provides Torch7 wrappers for CuFFT including FFT1d batch version.

Revision History

• change function name of torch.find to torch.find1d to avoid a conflict with torch.find of package torchx (v0.1).

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

Instalation

Your torch version must be installed with TORCH_LUA_VERSION=LUA51. (See mbhenaff#11)

Clone the repo, cd to it and 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.