| 5 | |
| 6 | |
| 7 | class GMMDataset(torch.utils.data.Dataset): |
| 8 | |
| 9 | def __init__(self, samples): |
| 10 | self.samples = samples |
| 11 | |
| 12 | def __len__(self): |
| 13 | return self.samples.shape[0] |
| 14 | |
| 15 | def __getitem__(self, idx): |
| 16 | return self.samples[idx, :], torch.ones(1).to(self.samples.device) |
| 17 | |
| 18 | |
| 19 | class GMM(nn.Module): |