Make big changes to docs to update the tutorial section, and also to finally autoload the documentation of the models and datasets

examples/tutorial_finale.py

@@ -0,0 +1,23 @@
+from tutorial_basic_ptycho_dataset import BasicPtychoDataset
+from tutorial_simple_ptycho import SimplePtycho
+from h5py import File
+from matplotlib import pyplot as plt
+
+filename = 'example_data/lab_ptycho_data.cxi'
+with File(filename, 'r') as f:
+    dataset = BasicPtychoDataset.from_cxi(f)    
+
+dataset.inspect()
+
+model = SimplePtycho.from_dataset(dataset)
+
+model.to(device='cuda')
+dataset.get_as(device='cuda')
+
+for loss in model.Adam_optimize(10, dataset):
+    model.inspect(dataset)
+    print(model.report())
+
+model.inspect(dataset)
+model.compare(dataset)
+plt.show()