spectral-lib
provides Torch7 wrappers for CuFFT including FFT1d batch version.
- change function name of
torch.find
totorch.find1d
to avoid a conflict withtorch.find
of packagetorchx
(v0.1).
======================
You are welcome to use this code for research purposes but it is not actively supported.
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.