add h5 compatibility

src/datasets.py

@@ -112,9 +112,17 @@ class doublePhotonDataset(Dataset):
         all_samples = []
         all_labels = []
         for idx, sampleFile in enumerate(self.sampleFileList):
-            data = np.load(sampleFile)
-            all_samples.append(data['samples'])
-            all_labels.append(data['labels'])
+            if '.npz' in sampleFile:
+                data = np.load(sampleFile)
+                all_samples.append(data['samples'])
+                all_labels.append(data['labels'])
+            elif '.h5' in sampleFile:
+                import h5py
+                with h5py.File(sampleFile, 'r') as f:
+                    samples = f['clusters'][:]
+                    labels = f['labels'][:]
+                    all_samples.append(samples)
+                    all_labels.append(labels)
         self.samples = np.concatenate(all_samples, axis=0)
         if self.noiseKeV != 0:
             print(f'Adding Gaussian noise with sigma = {self.noiseKeV} keV to samples in {self.datasetName} dataset')