added first draft of the tutorial

flatironinstitute · Jan 31, 2024 · dc2cea1 · dc2cea1
1 parent d3b7c62
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Showing 3 changed files with 241 additions and 95 deletions.
diff --git a/tutorials/simulation_parameters.json b/tutorials/simulation_parameters.json
@@ -1,6 +1,6 @@
 {
     "N_PIXELS": 64,
-    "PIXEL_SIZE": 2.0,
+    "PIXEL_SIZE": 2.5,
     "SIGMA": [2.0, 2.0],
     "MODEL_FILE": "models.pt",
     "SHIFT": 0.0,

diff --git a/tutorials/train_config.json → tutorials/training_parameters.json b/tutorials/train_config.json → tutorials/training_parameters.json
@@ -1,8 +1,8 @@
 {
     "EMBEDDING": "ConvEncoder_Tutorial",
     "OUT_DIM": 128,
-    "NUM_TRANSFORM": 5,
-    "NUM_HIDDEN_FLOW": 5,
+    "NUM_TRANSFORM": 3,
+    "NUM_HIDDEN_FLOW": 3,
     "HIDDEN_DIM_FLOW": 128,
     "MODEL": "NSF",
     "LEARNING_RATE": 0.0003,

diff --git a/tutorials/tutorial.ipynb b/tutorials/tutorial.ipynb